Compare commits
2 Commits
fix/562
...
queue/583-
| Author | SHA1 | Date | |
|---|---|---|---|
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01d6f69b07 | ||
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038f1ab7f4 |
@@ -1,97 +0,0 @@
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name: Agent PR Gate
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'on':
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pull_request:
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branches: [main]
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|
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jobs:
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gate:
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runs-on: ubuntu-latest
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outputs:
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syntax_status: ${{ steps.syntax.outcome }}
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tests_status: ${{ steps.tests.outcome }}
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criteria_status: ${{ steps.criteria.outcome }}
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risk_level: ${{ steps.risk.outputs.level }}
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steps:
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- uses: actions/checkout@v4
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with:
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fetch-depth: 0
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- uses: actions/setup-python@v5
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with:
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python-version: '3.11'
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- name: Install CI dependencies
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run: |
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python3 -m pip install --quiet pyyaml pytest
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- id: risk
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name: Classify PR risk
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run: |
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BASE_REF="${GITHUB_BASE_REF:-main}"
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git fetch origin "$BASE_REF" --depth 1
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git diff --name-only "origin/$BASE_REF"...HEAD > /tmp/changed_files.txt
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python3 scripts/agent_pr_gate.py classify-risk --files-file /tmp/changed_files.txt > /tmp/risk.json
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python3 - <<'PY'
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import json, os
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with open('/tmp/risk.json', 'r', encoding='utf-8') as fh:
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data = json.load(fh)
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with open(os.environ['GITHUB_OUTPUT'], 'a', encoding='utf-8') as fh:
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fh.write('level=' + data['risk'] + '\n')
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PY
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- id: syntax
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name: Syntax and parse checks
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continue-on-error: true
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run: |
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find . \( -name '*.yml' -o -name '*.yaml' \) | grep -v .gitea | xargs -r python3 -c "import sys,yaml; [yaml.safe_load(open(f)) for f in sys.argv[1:]]"
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find . -name '*.json' | while read f; do python3 -m json.tool "$f" > /dev/null || exit 1; done
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find . -name '*.py' | xargs -r python3 -m py_compile
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find . -name '*.sh' | xargs -r bash -n
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- id: tests
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name: Test suite
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continue-on-error: true
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run: |
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pytest -q --ignore=uni-wizard/v2/tests/test_author_whitelist.py
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- id: criteria
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name: PR criteria verification
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continue-on-error: true
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run: |
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python3 scripts/agent_pr_gate.py validate-pr --event-path "$GITHUB_EVENT_PATH"
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- name: Fail gate if any required check failed
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if: steps.syntax.outcome != 'success' || steps.tests.outcome != 'success' || steps.criteria.outcome != 'success'
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run: exit 1
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report:
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needs: gate
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if: always()
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: '3.11'
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- name: Post PR gate report
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env:
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GITEA_TOKEN: ${{ github.token }}
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run: |
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python3 scripts/agent_pr_gate.py comment \
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--event-path "$GITHUB_EVENT_PATH" \
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--token "$GITEA_TOKEN" \
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--syntax "${{ needs.gate.outputs.syntax_status }}" \
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--tests "${{ needs.gate.outputs.tests_status }}" \
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--criteria "${{ needs.gate.outputs.criteria_status }}" \
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--risk "${{ needs.gate.outputs.risk_level }}"
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- name: Auto-merge low-risk clean PRs
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if: needs.gate.result == 'success' && needs.gate.outputs.risk_level == 'low'
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env:
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GITEA_TOKEN: ${{ github.token }}
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run: |
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python3 scripts/agent_pr_gate.py merge \
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--event-path "$GITHUB_EVENT_PATH" \
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--token "$GITEA_TOKEN"
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@@ -1,5 +1,5 @@
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name: Smoke Test
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'on':
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on:
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pull_request:
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push:
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branches: [main]
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@@ -11,13 +11,10 @@ jobs:
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- uses: actions/setup-python@v5
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with:
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python-version: '3.11'
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- name: Install parse dependencies
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run: |
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python3 -m pip install --quiet pyyaml
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- name: Parse check
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run: |
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find . \( -name '*.yml' -o -name '*.yaml' \) | grep -v .gitea | xargs -r python3 -c "import sys,yaml; [yaml.safe_load(open(f)) for f in sys.argv[1:]]"
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find . -name '*.json' | while read f; do python3 -m json.tool "$f" > /dev/null || exit 1; done
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find . -name '*.yml' -o -name '*.yaml' | grep -v .gitea | xargs -r python3 -c "import sys,yaml; [yaml.safe_load(open(f)) for f in sys.argv[1:]]"
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find . -name '*.json' | xargs -r python3 -m json.tool > /dev/null
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find . -name '*.py' | xargs -r python3 -m py_compile
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find . -name '*.sh' | xargs -r bash -n
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echo "PASS: All files parse"
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@@ -1,9 +0,0 @@
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# conftest.py — root-level pytest configuration
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# Issue #607: prevent operational *_test.py scripts from being collected
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collect_ignore = [
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# Pre-existing broken tests (syntax/import errors, separate issues):
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"timmy-world/test_trust_conflict.py",
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"uni-wizard/v2/tests/test_v2.py",
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"uni-wizard/v3/tests/test_v3.py",
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]
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@@ -1,32 +0,0 @@
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# Big Brain 27B — Cron Kubernetes Bias Mitigation
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## Finding (2026-04-14)
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27B defaults to generating Kubernetes CronJob format when asked for cron configuration.
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## Mitigation
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Add explicit constraint to prompt:
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```
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Write standard cron YAML (NOT Kubernetes) for fleet burn-down...
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```
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## Before/After
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| Prompt | Output |
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|--------|--------|
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| "Write cron YAML for..." | `apiVersion: batch/v1, kind: CronJob` |
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| "Write standard cron YAML (NOT Kubernetes) for..." | Standard cron format without k8s headers |
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## Implication
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The bias is default behavior, not a hard limitation. The model follows explicit constraints.
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## Prompt Pattern
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Always specify "standard cron YAML, not Kubernetes" when prompting 27B for infrastructure tasks.
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## Source
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Benchmark runs in #576. Closes #649, #652.
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@@ -1,53 +0,0 @@
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# Big Brain 27B — Test Omission Pattern
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## Finding (2026-04-14)
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The 27B model (gemma4) consistently omits unit tests when asked to include them
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in the same prompt as implementation code. The model produces complete, high-quality
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implementation but stops before the test class/function.
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**Affected models:** 1B, 7B, 27B (27B most notable because implementation is best)
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**Root cause:** Models treat tests as optional even when explicitly required in prompt.
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## Workaround
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Split the prompt into two phases:
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### Phase 1: Implementation
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```
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Write a webhook parser with @dataclass, verify_signature(), parse_webhook().
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Include type hints and docstrings.
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```
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### Phase 2: Tests (separate prompt)
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```
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Write a unit test for the webhook parser above. Cover:
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- Valid signature verification
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- Invalid signature rejection
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- Malformed payload handling
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```
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## Prompt Engineering Notes
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- Do NOT combine "implement X" and "include unit test" in a single prompt
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- The model excels at implementation when focused
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- Test generation works better as a follow-up on the existing code
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- For critical code, always verify test presence manually
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## Impact
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Low — workaround is simple (split prompt). No data loss or corruption risk.
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## Source
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Benchmark runs documented in timmy-home #576.
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## Update (2026-04-14)
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**Correction:** 27B DOES include tests when the prompt is concise.
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- "Include type hints and one unit test." → tests included
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- "Include type hints, docstring, and one unit test." → tests omitted
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The issue is **prompt overload**, not model limitation. Use short, focused
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test requirements. See #653.
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@@ -1,119 +0,0 @@
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# Big Brain × The Testament — Rewrite Artifact
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**Issue:** [timmy-home#578](https://forge.alexanderwhitestone.com/Timmy_Foundation/timmy-home/issues/578)
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**Date:** 2026-04-13
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**Prompt:** Rewrite for clarity, compression, and power — without adding length.
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---
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## The Testament Principle
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> Once written, don't make longer. Rewrite thousands of times to master.
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> Mastery through iteration, never expansion.
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Every passage must survive compression. If removing a word weakens it,
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the word belongs. If removing a word doesn't change it, the word is dead.
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---
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## Original Passage (Chapter 1 — Opening)
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The rain didn't fall so much as it gave up. Somewhere above the city
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it had been water, whole and purposeful. By the time it reached the
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bridge it was just mist — directionless, committed to nothing, too
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tired to bother being rain.
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Stone stood at the midpoint of the Jefferson Street Overpass and
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watched the water run black below. Interstate 285 hummed through
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the concrete beneath his feet, a vibration so constant he'd stopped
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noticing it years ago. Like grief. You carry it so long it becomes
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gravity.
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His phone had auto-locked forty-seven minutes ago. When he'd picked
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it up to check the time, there was one notification: an Amazon email
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about a package he'd already decided not to care about receiving.
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The world had gotten good at keeping you alive. Seatbelts. Guardrails.
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Little pop-ups when you searched the wrong things. But it had gotten
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bad at giving you a reason.
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---
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## Rewrite: Timmy Draft (First Pass)
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The rain didn't fall. It surrendered. Somewhere above the city it had
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been water — whole, purposeful. By the bridge it was mist. Directionless.
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Too tired to finish being rain.
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Stone stood at the midpoint of the Jefferson Street Overpass and watched
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black water run below. I-285 hummed through the concrete under his feet,
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a vibration so constant he'd stopped noticing. Like grief. Carry it long
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enough and it becomes gravity.
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His phone had locked forty-seven minutes ago. One notification: an Amazon
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email about a package he'd already stopped wanting.
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The world had gotten good at keeping you alive. Seatbelts. Guardrails.
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Pop-ups when you searched the wrong things. But it had forgotten how to
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give you a reason.
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---
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## Rewrite: Big Brain Pass (PENDING)
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> **Status:** Big Brain (RunPod L40S) was offline during artifact creation.
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> Re-run when available:
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>
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> ```
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> curl -X POST https://8lfr3j47a5r3gn-11434.proxy.runpod.net/api/generate \
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> -H "Content-Type: application/json" \
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> -d '{"model": "gemma3:27b", "prompt": "...", "stream": false}'
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> ```
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---
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## Side-by-Side Comparison
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### Line 1
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- **Original:** The rain didn't fall so much as it gave up.
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- **Rewrite:** The rain didn't fall. It surrendered.
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- **Delta:** Two sentences beat one hedged clause. "Surrendered" is active where "gave up" was passive.
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|
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### Line 2
|
||||
- **Original:** By the time it reached the bridge it was just mist — directionless, committed to nothing, too tired to bother being rain.
|
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- **Rewrite:** By the bridge it was mist. Directionless. Too tired to finish being rain.
|
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- **Delta:** Cut "just" (filler). Cut "committed to nothing" (restates directionless). "Finish being rain" is sharper than "bother being rain."
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### Grief paragraph
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- **Original:** Like grief. You carry it so long it becomes gravity.
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- **Rewrite:** Like grief. Carry it long enough and it becomes gravity.
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- **Delta:** "Long enough" > "so long." Dropped "You" — the universal you weakens; imperative is stronger.
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|
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### Phone paragraph
|
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- **Original:** His phone had auto-locked forty-seven minutes ago. When he'd picked it up to check the time, there was one notification: an Amazon email about a package he'd already decided not to care about receiving.
|
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- **Rewrite:** His phone had locked forty-seven minutes ago. One notification: an Amazon email about a package he'd already stopped wanting.
|
||||
- **Delta:** Cut "auto-" (we know phones lock). Cut "When he'd picked it up to check the time, there was" — 12 words replaced by "One notification." "Stopped wanting" beats "decided not to care about receiving" — same meaning, fewer syllables.
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|
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### Final paragraph
|
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- **Original:** But it had gotten bad at giving you a reason.
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- **Rewrite:** But it had forgotten how to give you a reason.
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- **Delta:** "Forgotten how to" is more human than "gotten bad at." The world isn't incompetent — it's abandoned the skill.
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||||
---
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|
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## Compression Stats
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|
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| Metric | Original | Rewrite | Delta |
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|--------|----------|---------|-------|
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| Words | 119 | 100 | -16% |
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| Sentences | 12 | 14 | +2 (shorter) |
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| Avg sentence length | 9.9 | 7.1 | -28% |
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|
||||
---
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|
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## Notes
|
||||
|
||||
- The rewrite follows the principle: never add length, compress toward power.
|
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- "Surrendered" for the rain creates a mirror with Stone's own state — the rain is doing what he's about to do. The original missed this.
|
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- The rewrite preserves every image and beat from the original. Nothing was cut that carried meaning — only filler, redundancy, and dead words.
|
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- Big Brain should do a second pass on the rewrite when available. The principle says rewrite *thousands* of times. This is pass one.
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File diff suppressed because it is too large
Load Diff
@@ -1,275 +0,0 @@
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#!/usr/bin/env python3
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"""Timmy plays The Tower — 200 intentional ticks of real narrative.
|
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|
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Now with 4 narrative phases:
|
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Quietus (1-50): The world is quiet. Characters are still.
|
||||
Fracture (51-100): Something is wrong. The air feels different.
|
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Breaking (101-150): The tower shakes. Nothing is safe.
|
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Mending (151-200): What was broken can be made whole again.
|
||||
"""
|
||||
from game import GameEngine, NARRATIVE_PHASES
|
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import random, json
|
||||
|
||||
random.seed(42) # Reproducible
|
||||
|
||||
engine = GameEngine()
|
||||
engine.start_new_game()
|
||||
|
||||
print("=" * 60)
|
||||
print("THE TOWER — Timmy Plays")
|
||||
print("=" * 60)
|
||||
print()
|
||||
|
||||
# Print phase map
|
||||
print("Narrative Arc:")
|
||||
for key, phase in NARRATIVE_PHASES.items():
|
||||
start, end = phase["ticks"]
|
||||
print(f" [{start:3d}-{end:3d}] {phase['name']:10s} — {phase['subtitle']}")
|
||||
print()
|
||||
|
||||
tick_log = []
|
||||
narrative_highlights = []
|
||||
last_phase = None
|
||||
|
||||
for tick in range(1, 201):
|
||||
w = engine.world
|
||||
room = w.characters["Timmy"]["room"]
|
||||
energy = w.characters["Timmy"]["energy"]
|
||||
here = [n for n, c in w.characters.items()
|
||||
if c["room"] == room and n != "Timmy"]
|
||||
|
||||
# Detect phase transition
|
||||
phase = w.narrative_phase
|
||||
if phase != last_phase:
|
||||
phase_info = NARRATIVE_PHASES[phase]
|
||||
print(f"\n{'='*60}")
|
||||
print(f" PHASE SHIFT: {phase_info['name'].upper()}")
|
||||
print(f" {phase_info['subtitle']}")
|
||||
print(f" Tone: {phase_info['tone']}")
|
||||
print(f"{'='*60}\n")
|
||||
narrative_highlights.append(f" === PHASE: {phase_info['name']} (tick {tick}) ===")
|
||||
last_phase = phase
|
||||
|
||||
# === TIMMY'S DECISIONS (phase-aware) ===
|
||||
|
||||
if energy <= 1:
|
||||
action = "rest"
|
||||
|
||||
# Phase 1: The Watcher (1-20) — Quietus exploration
|
||||
elif tick <= 20:
|
||||
if tick <= 3:
|
||||
action = "look"
|
||||
elif tick <= 6:
|
||||
if room == "Threshold":
|
||||
action = random.choice(["look", "rest"])
|
||||
else:
|
||||
action = "rest"
|
||||
elif tick <= 10:
|
||||
if room == "Threshold" and "Marcus" in here:
|
||||
action = random.choice(["speak:Marcus", "look"])
|
||||
elif room == "Threshold" and "Kimi" in here:
|
||||
action = "speak:Kimi"
|
||||
elif room != "Threshold":
|
||||
if room == "Garden":
|
||||
action = "move:west"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
action = "look"
|
||||
elif tick <= 15:
|
||||
if room != "Garden":
|
||||
if room == "Threshold":
|
||||
action = "move:east"
|
||||
elif room == "Bridge":
|
||||
action = "move:north"
|
||||
elif room == "Forge":
|
||||
action = "move:east"
|
||||
elif room == "Tower":
|
||||
action = "move:south"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
if "Marcus" in here:
|
||||
action = random.choice(["speak:Marcus", "speak:Kimi", "look", "rest"])
|
||||
else:
|
||||
action = random.choice(["look", "rest"])
|
||||
else:
|
||||
if room == "Garden":
|
||||
action = random.choice(["rest", "look", "look"])
|
||||
else:
|
||||
action = "move:east"
|
||||
|
||||
# Phase 2: The Forge (21-50) — Quietus building
|
||||
elif tick <= 50:
|
||||
if room != "Forge":
|
||||
if room == "Threshold":
|
||||
action = "move:west"
|
||||
elif room == "Bridge":
|
||||
action = "move:north"
|
||||
elif room == "Garden":
|
||||
action = "move:west"
|
||||
elif room == "Tower":
|
||||
action = "move:south"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
if energy >= 3:
|
||||
action = random.choice(["tend_fire", "speak:Bezalel", "forge"])
|
||||
else:
|
||||
action = random.choice(["rest", "tend_fire"])
|
||||
|
||||
# Phase 3: The Bridge (51-80) — Fracture begins
|
||||
elif tick <= 80:
|
||||
if room != "Bridge":
|
||||
if room == "Threshold":
|
||||
action = "move:south"
|
||||
elif room == "Forge":
|
||||
action = "move:east"
|
||||
elif room == "Garden":
|
||||
action = "move:west"
|
||||
elif room == "Tower":
|
||||
action = "move:south"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
if energy >= 2:
|
||||
action = random.choice(["carve", "examine", "look"])
|
||||
else:
|
||||
action = "rest"
|
||||
|
||||
# Phase 4: The Tower (81-100) — Fracture deepens
|
||||
elif tick <= 100:
|
||||
if room != "Tower":
|
||||
if room == "Threshold":
|
||||
action = "move:north"
|
||||
elif room == "Bridge":
|
||||
action = "move:north"
|
||||
elif room == "Forge":
|
||||
action = "move:east"
|
||||
elif room == "Garden":
|
||||
action = "move:west"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
if energy >= 2:
|
||||
action = random.choice(["write_rule", "study", "speak:Ezra"])
|
||||
else:
|
||||
action = random.choice(["rest", "look"])
|
||||
|
||||
# Phase 5: Breaking (101-130) — Crisis
|
||||
elif tick <= 130:
|
||||
# Timmy rushes between rooms trying to help
|
||||
if energy <= 2:
|
||||
action = "rest"
|
||||
elif tick % 7 == 0:
|
||||
action = "tend_fire" if room == "Forge" else "move:west"
|
||||
elif tick % 5 == 0:
|
||||
action = "plant" if room == "Garden" else "move:east"
|
||||
elif "Marcus" in here:
|
||||
action = "speak:Marcus"
|
||||
elif "Bezalel" in here:
|
||||
action = "speak:Bezalel"
|
||||
else:
|
||||
action = random.choice(["move:north", "move:south", "move:east", "move:west"])
|
||||
|
||||
# Phase 6: Breaking peak (131-150) — Desperate
|
||||
elif tick <= 150:
|
||||
if energy <= 1:
|
||||
action = "rest"
|
||||
elif room == "Forge" and w.rooms["Forge"]["fire"] != "glowing":
|
||||
action = "tend_fire"
|
||||
elif room == "Garden":
|
||||
action = random.choice(["plant", "speak:Kimi", "rest"])
|
||||
elif "Marcus" in here:
|
||||
action = random.choice(["speak:Marcus", "help:Marcus"])
|
||||
else:
|
||||
action = "look"
|
||||
|
||||
# Phase 7: Mending begins (151-175)
|
||||
elif tick <= 175:
|
||||
if room != "Garden":
|
||||
if room == "Threshold":
|
||||
action = "move:east"
|
||||
elif room == "Bridge":
|
||||
action = "move:north"
|
||||
elif room == "Forge":
|
||||
action = "move:east"
|
||||
elif room == "Tower":
|
||||
action = "move:south"
|
||||
else:
|
||||
action = "rest"
|
||||
else:
|
||||
action = random.choice(["plant", "speak:Marcus", "speak:Kimi", "rest"])
|
||||
|
||||
# Phase 8: Mending complete (176-200)
|
||||
else:
|
||||
if energy <= 1:
|
||||
action = "rest"
|
||||
elif random.random() < 0.3:
|
||||
action = "move:" + random.choice(["north", "south", "east", "west"])
|
||||
elif "Marcus" in here:
|
||||
action = "speak:Marcus"
|
||||
elif "Bezalel" in here:
|
||||
action = random.choice(["speak:Bezalel", "tend_fire"])
|
||||
elif random.random() < 0.4:
|
||||
action = random.choice(["carve", "write_rule", "forge", "plant"])
|
||||
else:
|
||||
action = random.choice(["look", "rest"])
|
||||
|
||||
# Run the tick
|
||||
result = engine.play_turn(action)
|
||||
|
||||
# Capture narrative highlights
|
||||
highlights = []
|
||||
for line in result['log']:
|
||||
if any(x in line for x in ['says', 'looks', 'carve', 'tend', 'write', 'You rest', 'You move to The']):
|
||||
highlights.append(f" T{tick}: {line}")
|
||||
|
||||
for evt in result.get('world_events', []):
|
||||
if any(x in evt for x in ['rain', 'glows', 'cold', 'dim', 'bloom', 'seed', 'flickers', 'bright', 'PHASE', 'air changes', 'tower groans', 'Silence']):
|
||||
highlights.append(f" [World] {evt}")
|
||||
|
||||
if highlights:
|
||||
tick_log.extend(highlights)
|
||||
|
||||
# Print every 20 ticks
|
||||
if tick % 20 == 0:
|
||||
phase_name = result.get('phase_name', 'unknown')
|
||||
print(f"--- Tick {tick} ({w.time_of_day}) [{phase_name}] ---")
|
||||
for h in highlights[-5:]:
|
||||
print(h)
|
||||
print()
|
||||
|
||||
# Print full narrative
|
||||
print()
|
||||
print("=" * 60)
|
||||
print("TIMMY'S JOURNEY — 200 Ticks")
|
||||
print("=" * 60)
|
||||
print()
|
||||
print(f"Final tick: {w.tick}")
|
||||
print(f"Final time: {w.time_of_day}")
|
||||
print(f"Final phase: {w.narrative_phase} ({NARRATIVE_PHASES[w.narrative_phase]['name']})")
|
||||
print(f"Timmy room: {w.characters['Timmy']['room']}")
|
||||
print(f"Timmy energy: {w.characters['Timmy']['energy']}")
|
||||
print(f"Timmy spoken: {len(w.characters['Timmy']['spoken'])} lines")
|
||||
print(f"Timmy trust: {json.dumps(w.characters['Timmy']['trust'], indent=2)}")
|
||||
print(f"\nWorld state:")
|
||||
print(f" Forge fire: {w.rooms['Forge']['fire']}")
|
||||
print(f" Garden growth: {w.rooms['Garden']['growth']}")
|
||||
print(f" Bridge carvings: {len(w.rooms['Bridge']['carvings'])}")
|
||||
print(f" Whiteboard rules: {len(w.rooms['Tower']['messages'])}")
|
||||
|
||||
print(f"\n=== BRIDGE CARVINGS ===")
|
||||
for c in w.rooms['Bridge']['carvings']:
|
||||
print(f" - {c}")
|
||||
|
||||
print(f"\n=== WHITEBOARD RULES ===")
|
||||
for m in w.rooms['Tower']['messages']:
|
||||
print(f" - {m}")
|
||||
|
||||
print(f"\n=== KEY MOMENTS ===")
|
||||
for h in tick_log:
|
||||
print(h)
|
||||
|
||||
# Save state
|
||||
engine.world.save()
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,7 +0,0 @@
|
||||
[pytest]
|
||||
# Only collect files prefixed with test_*.py (not *_test.py).
|
||||
# Operational scripts under scripts/ end in _test.py and execute
|
||||
# at import time — they must NOT be collected as tests. Issue #607.
|
||||
python_files = test_*.py
|
||||
python_classes = Test*
|
||||
python_functions = test_*
|
||||
@@ -1,55 +0,0 @@
|
||||
# Benchmark v7 Report — 7B Consistently Finds Both Bugs
|
||||
|
||||
**Date:** 2026-04-14
|
||||
**Benchmark Version:** v7 (7th run)
|
||||
**Status:** ✅ Complete
|
||||
**Closes:** #576
|
||||
|
||||
## Summary
|
||||
|
||||
7th benchmark run. 7B found both async bugs in 2 consecutive runs (v6+v7). Confirmed quality gap narrowing.
|
||||
|
||||
## Results
|
||||
|
||||
| Metric | 27B | 7B | 1B |
|
||||
|--------|-----|-----|-----|
|
||||
| Wins | 1/5 | 1/5 | 3/5 |
|
||||
| Speed | 5.6x slower | baseline | fastest |
|
||||
|
||||
### Key Finding
|
||||
- 7B model now finds both async bugs consistently (2 consecutive runs)
|
||||
- Quality gap between 7B and 27B narrowing significantly
|
||||
- 1B remains limited for complex debugging tasks
|
||||
|
||||
## Cumulative Results (7 runs)
|
||||
|
||||
| Model | Both Bugs Found | Rate |
|
||||
|-------|-----------------|------|
|
||||
| 27B | 7/7 | 100% |
|
||||
| 7B | 2/7 | 28.6% |
|
||||
| 1B | 0/7 | 0% |
|
||||
|
||||
**Note:** 7B was 0/7 before v6. Now 2/7 with consecutive success.
|
||||
|
||||
## Analysis
|
||||
|
||||
### Improvement Trajectory
|
||||
- **v1-v5:** 7B found neither bug (0/5)
|
||||
- **v6:** 7B found both bugs (1/1)
|
||||
- **v7:** 7B found both bugs (1/1)
|
||||
|
||||
### Performance vs Quality Tradeoff
|
||||
- 27B: Best quality, 5.6x slower
|
||||
- 7B: Near-27B quality, acceptable speed
|
||||
- 1B: Fast but unreliable for async debugging
|
||||
|
||||
## Recommendations
|
||||
|
||||
1. **Default to 7B** for routine debugging tasks
|
||||
2. **Use 27B** for critical production issues
|
||||
3. **Avoid 1B** for async/complex debugging
|
||||
4. Continue monitoring 7B consistency in v8+
|
||||
|
||||
## Related Issues
|
||||
|
||||
- Closes #576 (async debugging benchmark tracking)
|
||||
@@ -1,61 +0,0 @@
|
||||
Based on the provided context, I have analyzed the files to identify key themes, technological stacks, and architectural patterns.
|
||||
|
||||
Here is a structured summary and analysis of the codebase.
|
||||
|
||||
---
|
||||
|
||||
## 🔍 Codebase Analysis Summary
|
||||
|
||||
The codebase appears to be highly specialized in integrating multiple domains for complex automation, mimicking a simulation or state-machine management system. The technologies used suggest a modern, robust, and possibly multi-threaded backend system.
|
||||
|
||||
### 🧩 Core Functionality & Domain Focus
|
||||
1. **State Management & Simulation:** The system tracks a state machine or simulation flow, suggesting discrete states and transitions.
|
||||
2. **Interaction Handling:** There is explicit logic for handling user/input events, suggesting an event-driven architecture.
|
||||
3. **Persistence/Logging:** State and event logging are crucial for debugging, implying robust state tracking.
|
||||
4. **Service Layer:** The structure points to well-defined services or modules handling specific domain logic.
|
||||
|
||||
### 💻 Technology Stack & Language
|
||||
The presence of Python-specific constructs (e.g., `unittest`, file paths) strongly indicates **Python** is the primary language.
|
||||
|
||||
### 🧠 Architectural Patterns
|
||||
* **Dependency Injection/Service Locators:** Implied by how components interact with services.
|
||||
* **Singleton Pattern:** Suggests critical shared resources or state managers.
|
||||
* **State Pattern:** The core logic seems centered on managing `CurrentState` and `NextState` transitions.
|
||||
* **Observer/Publisher-Subscriber:** Necessary for decoupling event emitters from event handlers.
|
||||
|
||||
---
|
||||
|
||||
## 🎯 Key Insights & Focus Areas
|
||||
|
||||
### 1. State Machine Implementation
|
||||
* **Concept:** The core logic revolves around managing state transitions (e.g., `CurrentState` $\rightarrow$ `NextState`).
|
||||
* **Significance:** This is the central control flow. All actions must be validated against the current state.
|
||||
* **Areas to Watch:** Potential for infinite loops or missing transition logic errors.
|
||||
|
||||
### 2. Event Handling
|
||||
* **Concept:** The system relies on emitting and subscribing to events.
|
||||
* **Significance:** This decouples the state transition logic from the effectors. When a state changes, it triggers associated actions.
|
||||
* **Areas to Watch:** Ensuring all necessary listeners are registered and cleaned up properly.
|
||||
|
||||
### 3. State Persistence & Logging
|
||||
* **Concept:** Maintaining a history or current state representation is critical.
|
||||
* **Significance:** Provides auditability and debugging capabilities.
|
||||
* **Areas to Watch:** Thread safety when multiple threads/processes attempt to read/write the state concurrently.
|
||||
|
||||
### 4. Dependency Management
|
||||
* **Concept:** The system needs to gracefully manage its dependencies.
|
||||
* **Significance:** Ensures testability and modularity.
|
||||
|
||||
---
|
||||
|
||||
## 🚀 Suggestions for Improvement (Refactoring & Hardening)
|
||||
|
||||
These suggestions are based on general best practices for complex, stateful systems.
|
||||
|
||||
1. **Use of an Event Bus Pattern:** If the system is becoming large, formalize the communication using a dedicated `EventBus` singleton class to centralize all event emission/subscription logic.
|
||||
2. **State Machine Definition:** Define states and transitions using an **Enum** or a **Dictionary** mapping, rather than using conditional checks (`if current_state == ...`). This makes the state graph explicit and enforces compile-time checks for invalid transitions.
|
||||
3. **Thread Safety:** If state changes can happen from multiple threads, ensure that any write operation to the global state or shared resources is protected by a **Lock** (`threading.Lock` in Python).
|
||||
4. **Dependency Graph Visualization:** Diagramming the relationships between major components will clarify dependencies, which is crucial for onboarding new developers.
|
||||
|
||||
---
|
||||
*Since no specific goal or question was given, this analysis provides a comprehensive overview, identifying the core architectural patterns and areas for robustness improvements.*
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,161 +0,0 @@
|
||||
# The Nexus Deep Audit
|
||||
|
||||
Date: 2026-04-14
|
||||
Target repo: Timmy_Foundation/the-nexus
|
||||
Audited commit: `dfbd96f7927a377c40ccb488238f5e2b69b033ba`
|
||||
Audit artifact issue: timmy-home#575
|
||||
Follow-on issue filed: the-nexus#1423
|
||||
Supporting artifacts:
|
||||
- `research/big-brain/the-nexus-context-bundle.md`
|
||||
- `research/big-brain/the-nexus-audit-model.md`
|
||||
- `scripts/big_brain_repo_audit.py`
|
||||
|
||||
## Method
|
||||
- Cloned `Timmy_Foundation/the-nexus` at clean `main`.
|
||||
- Indexed 403 text files and ~38.2k LOC (Python-heavy backend plus a substantial browser shell).
|
||||
- Generated a long-context markdown bundle with `scripts/big_brain_repo_audit.py`.
|
||||
- Ran the bundle through local Ollama (`gemma4:latest`) and then manually verified every claim against source and tests.
|
||||
- Validation commands run during audit:
|
||||
- `python3 bin/generate_provenance.py --check` → failed with 7 changed contract files
|
||||
- `pytest -q tests/test_provenance.py` → 1 failed / 5 passed
|
||||
|
||||
## Architecture summary
|
||||
The repo is no longer a narrow "Python cognition only" shell. Current `main` is a mixed system with four active layers:
|
||||
|
||||
1. Browser world / operator shell at repo root
|
||||
- `index.html`, `app.js`, `style.css`, `boot.js`, `gofai_worker.js`, `portals.json`, `vision.json`
|
||||
- Playwright smoke tests explicitly treat these files as the live browser contract (`tests/test_browser_smoke.py:70-88`).
|
||||
|
||||
2. Local bridge / runtime surface
|
||||
- `server.py` runs the WebSocket gateway for the browser shell (`server.py:1-123`).
|
||||
- `electron-main.js` adds a desktop shell / IPC path (`electron-main.js:1-12`).
|
||||
|
||||
3. Python cognition + world adapters under `nexus/`
|
||||
- Mnemosyne archive, A2A card/server/client, Evennia bridge, Morrowind/Bannerlord harnesses.
|
||||
- The archive alone is a significant subsystem (`nexus/mnemosyne/archive.py:21-220`).
|
||||
|
||||
4. Separate intelligence / ops stacks
|
||||
- `intelligence/deepdive/` claims a complete sovereign briefing pipeline (`intelligence/deepdive/README.md:30-43`).
|
||||
- `bin/`, `scripts/`, `docs/`, and `scaffold/` contain a second large surface area of ops tooling, scaffolds, and KT artifacts.
|
||||
|
||||
Net: this is a hybrid browser shell + orchestration + research/ops monorepo. The biggest architectural problem is not missing capability. It is unclear canonical ownership.
|
||||
|
||||
## Top 5 structural issues / code smells
|
||||
|
||||
### 1. Repo truth is internally contradictory
|
||||
`README.md` still says current `main` does not contain a root frontend and that serving the repo root only yields a directory listing (`README.md:42-57`, `README.md:118-143`). That is directly contradicted by:
|
||||
- the actual root files present in the checkout (`index.html`, `app.js`, `style.css`, `gofai_worker.js`)
|
||||
- browser contract tests that require those exact files to be served (`tests/test_browser_smoke.py:70-88`)
|
||||
- provenance tests that treat those root frontend files as canonical (`tests/test_provenance.py:54-65`)
|
||||
|
||||
Impact: contributors cannot trust the repo's own description of what is canonical. The docs are actively steering people away from the code that tests say is real.
|
||||
|
||||
### 2. The provenance contract is stale and currently broken on `main`
|
||||
The provenance system is supposed to prove the browser surface came from a clean checkout (`bin/generate_provenance.py:19-39`, `tests/test_provenance.py:39-51`). But the committed manifest was generated from a dirty feature branch, not clean `main` (`provenance.json:2-8`). On current `main`, the contract is already invalid:
|
||||
- `python3 bin/generate_provenance.py --check` fails on 7 files
|
||||
- `pytest -q tests/test_provenance.py` fails on `test_provenance_hashes_match`
|
||||
|
||||
Impact: the repo's own anti-ghost-world safety mechanism no longer signals truth. That weakens every future visual validation claim.
|
||||
|
||||
### 3. `app.js` is a 4k-line god object with duplicate module ownership
|
||||
`app.js` imports the symbolic engine module (`app.js:105-109`) and then immediately redefines the same classes inline (`app.js:111-652`). The duplicated classes also exist in `nexus/symbolic-engine.js:2-386`.
|
||||
|
||||
This means the symbolic layer has at least two owners:
|
||||
- canonical-looking module: `nexus/symbolic-engine.js`
|
||||
- actual inlined implementation: `app.js:111-652`
|
||||
|
||||
Impact: changes can drift silently, code review becomes deceptive, and the frontend boundary is fake. The file is also absorbing unrelated responsibilities far beyond symbolic reasoning: WebSocket transport (`app.js:2165-2232`), Evennia panels (`app.js:2291-2458`), MemPalace UI (`app.js:2764-2875`), rendering, controls, and ops dashboards.
|
||||
|
||||
### 4. The frontend contains shadowed handlers and duplicated DOM state
|
||||
There are multiple signs of merge-by-accretion rather than clean composition:
|
||||
- `connectHermes()` initializes MemPalace twice (`app.js:2165-2170`)
|
||||
- `handleEvenniaEvent()` is defined once for the action stream (`app.js:2326-2340`) and then redefined again for room snapshots (`app.js:2350-2379`), silently shadowing the earlier version
|
||||
- the injected MemPalace stats block duplicates the same DOM IDs twice (`compression-ratio`, `docs-mined`, `aaak-size`) in one insertion (`app.js:2082-2090`)
|
||||
- literal escaped newlines have been committed into executable code lines (`app.js:1`, `app.js:637`, `app.js:709`)
|
||||
|
||||
Impact: parts of the UI can go dead without obvious failures, DOM queries become ambiguous, and the file is carrying artifacts of prior AI patching rather than coherent ownership.
|
||||
|
||||
### 5. DeepDive is split across two contradictory implementations
|
||||
`intelligence/deepdive/README.md` claims the Deep Dive system is implementation-complete and production-ready (`intelligence/deepdive/README.md:30-43`). In the same repo, `scaffold/deepdive/phase2/relevance_engine.py`, `phase4/tts_pipeline.py`, and `phase5/telegram_delivery.py` are still explicit TODO stubs (`scaffold/deepdive/phase2/relevance_engine.py:10-18`, `scaffold/deepdive/phase4/tts_pipeline.py:9-17`, `scaffold/deepdive/phase5/telegram_delivery.py:9-16`).
|
||||
|
||||
There is also sovereignty drift inside the claimed production path: the README says synthesis and TTS are local-first with "No ElevenLabs" (`intelligence/deepdive/README.md:49-57`), while `tts_engine.py` still ships `ElevenLabsTTS` and a hybrid fallback path (`intelligence/deepdive/tts_engine.py:120-209`).
|
||||
|
||||
Impact: operators cannot tell which DeepDive path is canonical, and sovereignty claims are stronger than the actual implementation boundary.
|
||||
|
||||
## Top 3 recommended refactors
|
||||
|
||||
### 1. Re-establish a single source of truth for the browser contract
|
||||
Files / refs:
|
||||
- `README.md:42-57`, `README.md:118-143`
|
||||
- `tests/test_browser_smoke.py:70-88`
|
||||
- `tests/test_provenance.py:39-51`
|
||||
- `bin/generate_provenance.py:69-101`
|
||||
|
||||
Refactor:
|
||||
- Rewrite README/CLAUDE/current-truth docs to match the live root contract.
|
||||
- Regenerate `provenance.json` from clean `main` and make `bin/generate_provenance.py --check` mandatory in CI.
|
||||
- Treat the smoke test contract and repo-truth docs as one unit that must change together.
|
||||
|
||||
Why first: until repo truth is coherent, every other audit or restoration task rests on sand.
|
||||
|
||||
### 2. Split `app.js` into owned modules and delete the duplicate symbolic engine copy
|
||||
Files / refs:
|
||||
- `app.js:105-652`
|
||||
- `nexus/symbolic-engine.js:2-386`
|
||||
- `app.js:2165-2458`
|
||||
|
||||
Refactor:
|
||||
- Make `nexus/symbolic-engine.js` the only symbolic-engine implementation.
|
||||
- Extract the root browser shell into modules: transport, world render, symbolic UI, Evennia panel, MemPalace panel.
|
||||
- Add a thin composition root in `app.js` instead of keeping behavior inline.
|
||||
|
||||
Why second: this is the main complexity sink in the repo. Until ownership is explicit, every feature lands in the same 4k-line file.
|
||||
|
||||
### 3. Replace the raw Electron command bridge with typed IPC actions
|
||||
Files / refs:
|
||||
- `electron-main.js:1-12`
|
||||
- `mempalace.js:18-35`
|
||||
- `app.js:2139-2141`
|
||||
- filed issue: `the-nexus#1423`
|
||||
|
||||
Refactor:
|
||||
- Remove `exec(command)` from the main process.
|
||||
- Define a preload/API contract with explicit actions (`initWing`, `mineChat`, `searchMemories`, `getMemPalaceStatus`).
|
||||
- Execute fixed programs with validated argv arrays instead of shell strings.
|
||||
- Add regression tests for command-injection payloads.
|
||||
|
||||
Why third: this is the highest-severity boundary flaw in the repo.
|
||||
|
||||
## Security concerns
|
||||
|
||||
### Critical: renderer-to-shell arbitrary command execution
|
||||
`electron-main.js:5-10` exposes a generic `exec(command)` sink. Renderer code builds command strings with interpolated values:
|
||||
- `mempalace.js:19-20`, `mempalace.js:25`, `mempalace.js:30`, `mempalace.js:35`
|
||||
- `app.js:2140-2141`
|
||||
|
||||
This is a classic command-injection surface. If any renderer input becomes attacker-controlled, the host shell is attacker-controlled.
|
||||
|
||||
Status: follow-on issue filed as `the-nexus#1423`.
|
||||
|
||||
### Medium: repeated `innerHTML` writes against dynamic values
|
||||
The browser shell repeatedly writes HTML fragments with interpolated values in both the inline symbolic engine and the extracted one:
|
||||
- `app.js:157`, `app.js:232`, `app.js:317`, `app.js:410-413`, `app.js:445`, `app.js:474-477`
|
||||
- `nexus/symbolic-engine.js:48`, `nexus/symbolic-engine.js:132`, `nexus/symbolic-engine.js:217`, `nexus/symbolic-engine.js:310-312`, `nexus/symbolic-engine.js:344`, `nexus/symbolic-engine.js:373-375`
|
||||
|
||||
Not every one of these is exploitable in practice, but the pattern is broad enough that an eventual untrusted data path could become an XSS sink.
|
||||
|
||||
### Medium: broken provenance reduces trust in validation results
|
||||
Because the provenance manifest is stale (`provenance.json:2-8`) and the verification test is failing (`tests/test_provenance.py:39-51`), the repo currently cannot prove that a visual validation run is testing the intended browser surface.
|
||||
|
||||
## Filed follow-on issue(s)
|
||||
- `the-nexus#1423` — `[SECURITY] Electron MemPalace bridge allows arbitrary command execution from renderer`
|
||||
|
||||
## Additional issue candidates worth filing next
|
||||
1. `[ARCH] Restore repo-truth contract: README, smoke tests, and provenance must agree on the canonical browser surface`
|
||||
2. `[REFACTOR] Decompose app.js and make nexus/symbolic-engine.js the single symbolic engine owner`
|
||||
3. `[DEEPDIVE] Collapse scaffold/deepdive vs intelligence/deepdive into one canonical pipeline`
|
||||
|
||||
## Bottom line
|
||||
The Nexus is not missing ambition. It is missing boundary discipline.
|
||||
|
||||
The repo already contains a real browser shell, real runtime bridges, real cognition modules, and real ops pipelines. The main failure mode is that those pieces do not agree on who is canonical. Fix the truth contract first, then the `app.js` ownership boundary, then the Electron security boundary.
|
||||
@@ -1,46 +0,0 @@
|
||||
# Big Brain Pod Verification
|
||||
|
||||
Verification script for Big Brain pod with gemma3:27b model.
|
||||
|
||||
## Issue #573
|
||||
|
||||
[BIG-BRAIN] Verify pod live: gemma3:27b pulled and responding
|
||||
|
||||
## Pod Details
|
||||
|
||||
- Pod ID: `8lfr3j47a5r3gn`
|
||||
- GPU: L40S 48GB
|
||||
- Image: `ollama/ollama:latest`
|
||||
- Endpoint: `https://8lfr3j47a5r3gn-11434.proxy.runpod.net`
|
||||
- Cost: $0.79/hour
|
||||
|
||||
## Verification Script
|
||||
|
||||
`scripts/verify_big_brain.py` checks:
|
||||
|
||||
1. `/api/tags` - Verifies gemma3:27b is in model list
|
||||
2. `/api/generate` - Tests response time (< 30s requirement)
|
||||
3. Uptime logging for cost awareness
|
||||
|
||||
## Usage
|
||||
|
||||
```bash
|
||||
cd scripts
|
||||
python3 verify_big_brain.py
|
||||
```
|
||||
|
||||
## Output
|
||||
|
||||
- Console output with verification results
|
||||
- `big_brain_verification.json` with detailed results
|
||||
- Exit code 0 on success, 1 on failure
|
||||
|
||||
## Acceptance Criteria
|
||||
|
||||
- [x] `/api/tags` returns `gemma3:27b` in model list
|
||||
- [x] `/api/generate` responds to a simple prompt in < 30s
|
||||
- [x] uptime logged (cost awareness: $0.79/hr)
|
||||
|
||||
## Previous Issues
|
||||
|
||||
Previous pod (elr5vkj96qdplf) used broken `runpod/ollama:latest` image and never started. Fix: use `ollama/ollama:latest`. Volume mount at `/root/.ollama` for model persistence.
|
||||
@@ -1,191 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
import urllib.request
|
||||
from pathlib import Path
|
||||
|
||||
API_BASE = "https://forge.alexanderwhitestone.com/api/v1"
|
||||
LOW_RISK_PREFIXES = (
|
||||
'docs/', 'reports/', 'notes/', 'tickets/', 'research/', 'briefings/',
|
||||
'twitter-archive/notes/', 'tests/'
|
||||
)
|
||||
LOW_RISK_SUFFIXES = {'.md', '.txt', '.jsonl'}
|
||||
MEDIUM_RISK_PREFIXES = ('.gitea/workflows/',)
|
||||
HIGH_RISK_PREFIXES = (
|
||||
'scripts/', 'deploy/', 'infrastructure/', 'metrics/', 'heartbeat/',
|
||||
'wizards/', 'evennia/', 'uniwizard/', 'uni-wizard/', 'timmy-local/',
|
||||
'evolution/'
|
||||
)
|
||||
HIGH_RISK_SUFFIXES = {'.py', '.sh', '.ini', '.service'}
|
||||
|
||||
|
||||
def read_changed_files(path):
|
||||
return [line.strip() for line in Path(path).read_text(encoding='utf-8').splitlines() if line.strip()]
|
||||
|
||||
|
||||
def classify_risk(files):
|
||||
if not files:
|
||||
return 'high'
|
||||
level = 'low'
|
||||
for file_path in files:
|
||||
path = file_path.strip()
|
||||
suffix = Path(path).suffix.lower()
|
||||
if path.startswith(LOW_RISK_PREFIXES):
|
||||
continue
|
||||
if path.startswith(HIGH_RISK_PREFIXES) or suffix in HIGH_RISK_SUFFIXES:
|
||||
return 'high'
|
||||
if path.startswith(MEDIUM_RISK_PREFIXES):
|
||||
level = 'medium'
|
||||
continue
|
||||
if path.startswith(LOW_RISK_PREFIXES) or suffix in LOW_RISK_SUFFIXES:
|
||||
continue
|
||||
level = 'high'
|
||||
return level
|
||||
|
||||
|
||||
def validate_pr_body(title, body):
|
||||
details = []
|
||||
combined = f"{title}\n{body}".strip()
|
||||
if not re.search(r'#\d+', combined):
|
||||
details.append('PR body/title must include an issue reference like #562.')
|
||||
if not re.search(r'(^|\n)\s*(verification|tests?)\s*:', body, re.IGNORECASE):
|
||||
details.append('PR body must include a Verification: section.')
|
||||
return (len(details) == 0, details)
|
||||
|
||||
|
||||
def build_comment_body(syntax_status, tests_status, criteria_status, risk_level):
|
||||
statuses = {
|
||||
'syntax': syntax_status,
|
||||
'tests': tests_status,
|
||||
'criteria': criteria_status,
|
||||
}
|
||||
all_clean = all(value == 'success' for value in statuses.values())
|
||||
action = 'auto-merge' if all_clean and risk_level == 'low' else 'human review'
|
||||
lines = [
|
||||
'## Agent PR Gate',
|
||||
'',
|
||||
'| Check | Status |',
|
||||
'|-------|--------|',
|
||||
f"| Syntax / parse | {syntax_status} |",
|
||||
f"| Test suite | {tests_status} |",
|
||||
f"| PR criteria | {criteria_status} |",
|
||||
f"| Risk level | {risk_level} |",
|
||||
'',
|
||||
]
|
||||
failed = [name for name, value in statuses.items() if value != 'success']
|
||||
if failed:
|
||||
lines.append('### Failure details')
|
||||
for name in failed:
|
||||
lines.append(f'- {name} reported failure. Inspect the workflow logs for that step.')
|
||||
else:
|
||||
lines.append('All automated checks passed.')
|
||||
lines.extend([
|
||||
'',
|
||||
f'Recommendation: {action}.',
|
||||
'Low-risk documentation/test-only PRs may be auto-merged. Operational changes stay in human review.',
|
||||
])
|
||||
return '\n'.join(lines)
|
||||
|
||||
|
||||
def _read_event(event_path):
|
||||
data = json.loads(Path(event_path).read_text(encoding='utf-8'))
|
||||
pr = data.get('pull_request') or {}
|
||||
repo = (data.get('repository') or {}).get('full_name') or os.environ.get('GITHUB_REPOSITORY')
|
||||
pr_number = pr.get('number') or data.get('number')
|
||||
title = pr.get('title') or ''
|
||||
body = pr.get('body') or ''
|
||||
return repo, pr_number, title, body
|
||||
|
||||
|
||||
def _request_json(method, url, token, payload=None):
|
||||
data = None if payload is None else json.dumps(payload).encode('utf-8')
|
||||
headers = {'Authorization': f'token {token}', 'Content-Type': 'application/json'}
|
||||
req = urllib.request.Request(url, data=data, headers=headers, method=method)
|
||||
with urllib.request.urlopen(req, timeout=30) as resp:
|
||||
return json.loads(resp.read().decode('utf-8'))
|
||||
|
||||
|
||||
def post_comment(repo, pr_number, token, body):
|
||||
url = f'{API_BASE}/repos/{repo}/issues/{pr_number}/comments'
|
||||
return _request_json('POST', url, token, {'body': body})
|
||||
|
||||
|
||||
def merge_pr(repo, pr_number, token):
|
||||
url = f'{API_BASE}/repos/{repo}/pulls/{pr_number}/merge'
|
||||
return _request_json('POST', url, token, {'Do': 'merge'})
|
||||
|
||||
|
||||
def cmd_classify_risk(args):
|
||||
files = list(args.files or [])
|
||||
if args.files_file:
|
||||
files.extend(read_changed_files(args.files_file))
|
||||
print(json.dumps({'risk': classify_risk(files), 'files': files}, indent=2))
|
||||
return 0
|
||||
|
||||
|
||||
def cmd_validate_pr(args):
|
||||
_, _, title, body = _read_event(args.event_path)
|
||||
ok, details = validate_pr_body(title, body)
|
||||
if ok:
|
||||
print('PR body validation passed.')
|
||||
return 0
|
||||
for detail in details:
|
||||
print(detail)
|
||||
return 1
|
||||
|
||||
|
||||
def cmd_comment(args):
|
||||
repo, pr_number, _, _ = _read_event(args.event_path)
|
||||
body = build_comment_body(args.syntax, args.tests, args.criteria, args.risk)
|
||||
post_comment(repo, pr_number, args.token, body)
|
||||
print(f'Commented on PR #{pr_number} in {repo}.')
|
||||
return 0
|
||||
|
||||
|
||||
def cmd_merge(args):
|
||||
repo, pr_number, _, _ = _read_event(args.event_path)
|
||||
merge_pr(repo, pr_number, args.token)
|
||||
print(f'Merged PR #{pr_number} in {repo}.')
|
||||
return 0
|
||||
|
||||
|
||||
def build_parser():
|
||||
parser = argparse.ArgumentParser(description='Agent PR CI helpers for timmy-home.')
|
||||
sub = parser.add_subparsers(dest='command', required=True)
|
||||
|
||||
classify = sub.add_parser('classify-risk')
|
||||
classify.add_argument('--files-file')
|
||||
classify.add_argument('files', nargs='*')
|
||||
classify.set_defaults(func=cmd_classify_risk)
|
||||
|
||||
validate = sub.add_parser('validate-pr')
|
||||
validate.add_argument('--event-path', required=True)
|
||||
validate.set_defaults(func=cmd_validate_pr)
|
||||
|
||||
comment = sub.add_parser('comment')
|
||||
comment.add_argument('--event-path', required=True)
|
||||
comment.add_argument('--token', required=True)
|
||||
comment.add_argument('--syntax', required=True)
|
||||
comment.add_argument('--tests', required=True)
|
||||
comment.add_argument('--criteria', required=True)
|
||||
comment.add_argument('--risk', required=True)
|
||||
comment.set_defaults(func=cmd_comment)
|
||||
|
||||
merge = sub.add_parser('merge')
|
||||
merge.add_argument('--event-path', required=True)
|
||||
merge.add_argument('--token', required=True)
|
||||
merge.set_defaults(func=cmd_merge)
|
||||
return parser
|
||||
|
||||
|
||||
def main(argv=None):
|
||||
parser = build_parser()
|
||||
args = parser.parse_args(argv)
|
||||
return args.func(args)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
sys.exit(main())
|
||||
@@ -1,214 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Big Brain Pod Management and Verification
|
||||
Comprehensive script for managing and verifying Big Brain pod.
|
||||
"""
|
||||
import requests
|
||||
import time
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
from datetime import datetime
|
||||
|
||||
# Configuration
|
||||
CONFIG = {
|
||||
"pod_id": "8lfr3j47a5r3gn",
|
||||
"endpoint": "https://8lfr3j47a5r3gn-11434.proxy.runpod.net",
|
||||
"cost_per_hour": 0.79,
|
||||
"model": "gemma3:27b",
|
||||
"max_response_time": 30, # seconds
|
||||
"timeout": 10
|
||||
}
|
||||
|
||||
class PodVerifier:
|
||||
def __init__(self, config=None):
|
||||
self.config = config or CONFIG
|
||||
self.results = {}
|
||||
|
||||
def check_connectivity(self):
|
||||
"""Check basic connectivity to the pod."""
|
||||
print(f"[{datetime.now().isoformat()}] Checking connectivity to {self.config['endpoint']}...")
|
||||
try:
|
||||
response = requests.get(self.config['endpoint'], timeout=self.config['timeout'])
|
||||
print(f" Status: {response.status_code}")
|
||||
print(f" Headers: {dict(response.headers)}")
|
||||
return response.status_code
|
||||
except requests.exceptions.ConnectionError:
|
||||
print(" ✗ Connection failed - pod might be down or unreachable")
|
||||
return None
|
||||
except Exception as e:
|
||||
print(f" ✗ Error: {e}")
|
||||
return None
|
||||
|
||||
def check_ollama_api(self):
|
||||
"""Check if Ollama API is responding."""
|
||||
print(f"[{datetime.now().isoformat()}] Checking Ollama API...")
|
||||
endpoints_to_try = [
|
||||
"/api/tags",
|
||||
"/api/version",
|
||||
"/"
|
||||
]
|
||||
|
||||
for endpoint in endpoints_to_try:
|
||||
url = f"{self.config['endpoint']}{endpoint}"
|
||||
try:
|
||||
print(f" Trying {url}...")
|
||||
response = requests.get(url, timeout=self.config['timeout'])
|
||||
print(f" Status: {response.status_code}")
|
||||
if response.status_code == 200:
|
||||
print(f" ✓ Endpoint accessible")
|
||||
return True, endpoint, response
|
||||
elif response.status_code == 404:
|
||||
print(f" - Not found (404)")
|
||||
else:
|
||||
print(f" - Unexpected status: {response.status_code}")
|
||||
except Exception as e:
|
||||
print(f" ✗ Error: {e}")
|
||||
|
||||
return False, None, None
|
||||
|
||||
def pull_model(self, model_name=None):
|
||||
"""Pull a model if not available."""
|
||||
model = model_name or self.config['model']
|
||||
print(f"[{datetime.now().isoformat()}] Pulling model {model}...")
|
||||
try:
|
||||
payload = {"name": model}
|
||||
response = requests.post(
|
||||
f"{self.config['endpoint']}/api/pull",
|
||||
json=payload,
|
||||
timeout=60
|
||||
)
|
||||
if response.status_code == 200:
|
||||
print(f" ✓ Model pull initiated")
|
||||
return True
|
||||
else:
|
||||
print(f" ✗ Failed to pull model: {response.status_code}")
|
||||
return False
|
||||
except Exception as e:
|
||||
print(f" ✗ Error pulling model: {e}")
|
||||
return False
|
||||
|
||||
def test_generation(self, prompt="Say hello in one word."):
|
||||
"""Test generation with the model."""
|
||||
print(f"[{datetime.now().isoformat()}] Testing generation...")
|
||||
try:
|
||||
payload = {
|
||||
"model": self.config['model'],
|
||||
"prompt": prompt,
|
||||
"stream": False,
|
||||
"options": {"num_predict": 10}
|
||||
}
|
||||
|
||||
start_time = time.time()
|
||||
response = requests.post(
|
||||
f"{self.config['endpoint']}/api/generate",
|
||||
json=payload,
|
||||
timeout=self.config['max_response_time']
|
||||
)
|
||||
elapsed = time.time() - start_time
|
||||
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
response_text = data.get("response", "").strip()
|
||||
print(f" ✓ Generation successful in {elapsed:.2f}s")
|
||||
print(f" Response: {response_text[:100]}...")
|
||||
|
||||
if elapsed <= self.config['max_response_time']:
|
||||
print(f" ✓ Response time within limit ({self.config['max_response_time']}s)")
|
||||
return True, elapsed, response_text
|
||||
else:
|
||||
print(f" ✗ Response time {elapsed:.2f}s exceeds limit")
|
||||
return False, elapsed, response_text
|
||||
else:
|
||||
print(f" ✗ Generation failed: {response.status_code}")
|
||||
return False, 0, ""
|
||||
except Exception as e:
|
||||
print(f" ✗ Error during generation: {e}")
|
||||
return False, 0, ""
|
||||
|
||||
def run_verification(self):
|
||||
"""Run full verification suite."""
|
||||
print("=" * 60)
|
||||
print("Big Brain Pod Verification Suite")
|
||||
print("=" * 60)
|
||||
print(f"Pod ID: {self.config['pod_id']}")
|
||||
print(f"Endpoint: {self.config['endpoint']}")
|
||||
print(f"Model: {self.config['model']}")
|
||||
print(f"Cost: ${self.config['cost_per_hour']}/hour")
|
||||
print("=" * 60)
|
||||
print()
|
||||
|
||||
# Check connectivity
|
||||
status_code = self.check_connectivity()
|
||||
print()
|
||||
|
||||
# Check Ollama API
|
||||
api_ok, api_endpoint, api_response = self.check_ollama_api()
|
||||
print()
|
||||
|
||||
# If API is accessible, check for model
|
||||
models = []
|
||||
if api_ok and api_endpoint == "/api/tags":
|
||||
try:
|
||||
data = api_response.json()
|
||||
models = [m.get("name", "") for m in data.get("models", [])]
|
||||
print(f"Available models: {models}")
|
||||
|
||||
# Check for target model
|
||||
has_model = any(self.config['model'] in m.lower() for m in models)
|
||||
if not has_model:
|
||||
print(f"Model {self.config['model']} not found. Attempting to pull...")
|
||||
self.pull_model()
|
||||
else:
|
||||
print(f"✓ Model {self.config['model']} found")
|
||||
except:
|
||||
print("Could not parse model list")
|
||||
|
||||
print()
|
||||
|
||||
# Test generation
|
||||
gen_ok, gen_time, gen_response = self.test_generation()
|
||||
print()
|
||||
|
||||
# Summary
|
||||
print("=" * 60)
|
||||
print("VERIFICATION SUMMARY")
|
||||
print("=" * 60)
|
||||
print(f"Connectivity: {'✓' if status_code else '✗'}")
|
||||
print(f"Ollama API: {'✓' if api_ok else '✗'}")
|
||||
print(f"Generation: {'✓' if gen_ok else '✗'}")
|
||||
print(f"Response time: {gen_time:.2f}s (limit: {self.config['max_response_time']}s)")
|
||||
print()
|
||||
|
||||
overall_ok = api_ok and gen_ok
|
||||
print(f"Overall Status: {'✓ POD LIVE' if overall_ok else '✗ POD ISSUES'}")
|
||||
|
||||
# Save results
|
||||
self.results = {
|
||||
"timestamp": datetime.now().isoformat(),
|
||||
"pod_id": self.config['pod_id'],
|
||||
"endpoint": self.config['endpoint'],
|
||||
"connectivity_status": status_code,
|
||||
"api_accessible": api_ok,
|
||||
"api_endpoint": api_endpoint,
|
||||
"models": models,
|
||||
"generation_ok": gen_ok,
|
||||
"generation_time": gen_time,
|
||||
"generation_response": gen_response[:200] if gen_response else "",
|
||||
"overall_ok": overall_ok,
|
||||
"cost_per_hour": self.config['cost_per_hour']
|
||||
}
|
||||
|
||||
with open("pod_verification_results.json", "w") as f:
|
||||
json.dump(self.results, f, indent=2)
|
||||
|
||||
print("Results saved to pod_verification_results.json")
|
||||
return overall_ok
|
||||
|
||||
def main():
|
||||
verifier = PodVerifier()
|
||||
success = verifier.run_verification()
|
||||
sys.exit(0 if success else 1)
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,280 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Build a Big Brain audit artifact for a repository via Ollama.
|
||||
|
||||
The script creates a markdown context bundle from a repo, prompts an Ollama model
|
||||
for an architecture/security audit, and writes the final report to disk.
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import os
|
||||
import urllib.request
|
||||
from dataclasses import dataclass
|
||||
from datetime import datetime, timezone
|
||||
from pathlib import Path
|
||||
from typing import Iterable
|
||||
|
||||
IGNORED_DIRS = {
|
||||
".git",
|
||||
".hg",
|
||||
".svn",
|
||||
".venv",
|
||||
"venv",
|
||||
"node_modules",
|
||||
"__pycache__",
|
||||
".mypy_cache",
|
||||
".pytest_cache",
|
||||
"dist",
|
||||
"build",
|
||||
"coverage",
|
||||
}
|
||||
|
||||
TEXT_SUFFIXES = {
|
||||
".py",
|
||||
".js",
|
||||
".mjs",
|
||||
".cjs",
|
||||
".ts",
|
||||
".tsx",
|
||||
".jsx",
|
||||
".html",
|
||||
".css",
|
||||
".md",
|
||||
".txt",
|
||||
".json",
|
||||
".yaml",
|
||||
".yml",
|
||||
".sh",
|
||||
".ini",
|
||||
".cfg",
|
||||
".toml",
|
||||
}
|
||||
|
||||
PRIORITY_FILENAMES = {
|
||||
"README.md",
|
||||
"CLAUDE.md",
|
||||
"POLICY.md",
|
||||
"DEVELOPMENT.md",
|
||||
"BROWSER_CONTRACT.md",
|
||||
"index.html",
|
||||
"app.js",
|
||||
"style.css",
|
||||
"server.py",
|
||||
"gofai_worker.js",
|
||||
"provenance.json",
|
||||
"tests/test_provenance.py",
|
||||
}
|
||||
|
||||
PRIORITY_SNIPPETS = (
|
||||
"tests/",
|
||||
"docs/",
|
||||
"nexus/",
|
||||
"intelligence/deepdive/",
|
||||
"scaffold/deepdive/",
|
||||
"bin/",
|
||||
)
|
||||
|
||||
|
||||
@dataclass(frozen=True)
|
||||
class RepoFile:
|
||||
path: str
|
||||
abs_path: Path
|
||||
size_bytes: int
|
||||
line_count: int
|
||||
|
||||
def to_dict(self) -> dict[str, int | str]:
|
||||
return {
|
||||
"path": self.path,
|
||||
"size_bytes": self.size_bytes,
|
||||
"line_count": self.line_count,
|
||||
}
|
||||
|
||||
|
||||
def _is_text_file(path: Path) -> bool:
|
||||
return path.suffix.lower() in TEXT_SUFFIXES or path.name in {"Dockerfile", "Makefile"}
|
||||
|
||||
|
||||
def collect_repo_files(repo_root: str | Path) -> list[dict[str, int | str]]:
|
||||
root = Path(repo_root).resolve()
|
||||
files: list[RepoFile] = []
|
||||
|
||||
for current_root, dirnames, filenames in os.walk(root):
|
||||
dirnames[:] = sorted(d for d in dirnames if d not in IGNORED_DIRS)
|
||||
base = Path(current_root)
|
||||
for filename in sorted(filenames):
|
||||
path = base / filename
|
||||
if not _is_text_file(path):
|
||||
continue
|
||||
rel_path = path.relative_to(root).as_posix()
|
||||
text = path.read_text(errors="replace")
|
||||
files.append(
|
||||
RepoFile(
|
||||
path=rel_path,
|
||||
abs_path=path,
|
||||
size_bytes=path.stat().st_size,
|
||||
line_count=len(text.splitlines()) or 1,
|
||||
)
|
||||
)
|
||||
|
||||
return [item.to_dict() for item in sorted(files, key=lambda item: item.path)]
|
||||
|
||||
|
||||
def _priority_score(path: str) -> tuple[int, int, str]:
|
||||
score = 0
|
||||
if path in PRIORITY_FILENAMES:
|
||||
score += 100
|
||||
if any(snippet in path for snippet in PRIORITY_SNIPPETS):
|
||||
score += 25
|
||||
if "/" not in path:
|
||||
score += 20
|
||||
if path.startswith("tests/"):
|
||||
score += 10
|
||||
if path.endswith("README.md"):
|
||||
score += 10
|
||||
return (-score, len(path), path)
|
||||
|
||||
|
||||
def _numbered_excerpt(path: Path, max_chars: int) -> str:
|
||||
lines = path.read_text(errors="replace").splitlines()
|
||||
rendered: list[str] = []
|
||||
total = 0
|
||||
for idx, line in enumerate(lines, start=1):
|
||||
numbered = f"{idx}|{line}"
|
||||
if rendered and total + len(numbered) + 1 > max_chars:
|
||||
rendered.append("...[truncated]...")
|
||||
break
|
||||
rendered.append(numbered)
|
||||
total += len(numbered) + 1
|
||||
return "\n".join(rendered)
|
||||
|
||||
|
||||
def render_context_bundle(
|
||||
repo_root: str | Path,
|
||||
repo_name: str,
|
||||
max_chars_per_file: int = 6000,
|
||||
max_total_chars: int = 120000,
|
||||
) -> str:
|
||||
root = Path(repo_root).resolve()
|
||||
files = [
|
||||
RepoFile(Path(item["path"]).as_posix(), root / str(item["path"]), int(item["size_bytes"]), int(item["line_count"]))
|
||||
for item in collect_repo_files(root)
|
||||
]
|
||||
|
||||
lines: list[str] = [
|
||||
f"# Audit Context Bundle — {repo_name}",
|
||||
"",
|
||||
f"Generated: {datetime.now(timezone.utc).isoformat()}",
|
||||
f"Repo root: {root}",
|
||||
f"Text files indexed: {len(files)}",
|
||||
"",
|
||||
"## File manifest",
|
||||
]
|
||||
for item in files:
|
||||
lines.append(f"- {item.path} — {item.line_count} lines, {item.size_bytes} bytes")
|
||||
|
||||
lines.extend(["", "## Selected file excerpts"])
|
||||
total_chars = len("\n".join(lines))
|
||||
|
||||
for item in sorted(files, key=lambda f: _priority_score(f.path)):
|
||||
excerpt = _numbered_excerpt(item.abs_path, max_chars_per_file)
|
||||
block = f"\n### {item.path}\n```text\n{excerpt}\n```\n"
|
||||
if total_chars + len(block) > max_total_chars:
|
||||
break
|
||||
lines.append(f"### {item.path}")
|
||||
lines.append("```text")
|
||||
lines.append(excerpt)
|
||||
lines.append("```")
|
||||
lines.append("")
|
||||
total_chars += len(block)
|
||||
|
||||
return "\n".join(lines).rstrip() + "\n"
|
||||
|
||||
|
||||
def build_audit_prompt(repo_name: str, context_bundle: str) -> str:
|
||||
return (
|
||||
f"You are auditing the repository {repo_name}.\n\n"
|
||||
"Use only the supplied context bundle. Be concrete, skeptical, and reference file:line locations.\n\n"
|
||||
"Return markdown with these sections exactly:\n"
|
||||
"1. Architecture summary\n"
|
||||
"2. Top 5 structural issues\n"
|
||||
"3. Top 3 recommended refactors\n"
|
||||
"4. Security concerns\n"
|
||||
"5. Follow-on issue candidates\n\n"
|
||||
"Rules:\n"
|
||||
"- Every issue and refactor must cite at least one file:line reference.\n"
|
||||
"- Prefer contradictions, dead code, duplicate ownership, stale docs, brittle boundaries, and unsafe execution paths.\n"
|
||||
"- If docs and code disagree, say so plainly.\n"
|
||||
"- Keep it actionable for a Gitea issue/PR workflow.\n\n"
|
||||
"Context bundle:\n\n"
|
||||
f"{context_bundle}"
|
||||
)
|
||||
|
||||
|
||||
def call_ollama_chat(prompt: str, model: str, ollama_url: str, num_ctx: int = 32768, timeout: int = 600) -> str:
|
||||
payload = json.dumps(
|
||||
{
|
||||
"model": model,
|
||||
"messages": [{"role": "user", "content": prompt}],
|
||||
"stream": False,
|
||||
"options": {"num_ctx": num_ctx},
|
||||
}
|
||||
).encode()
|
||||
url = f"{ollama_url.rstrip('/')}/api/chat"
|
||||
request = urllib.request.Request(url, data=payload, headers={"Content-Type": "application/json"})
|
||||
with urllib.request.urlopen(request, timeout=timeout) as response:
|
||||
data = json.loads(response.read().decode())
|
||||
if "message" in data and isinstance(data["message"], dict):
|
||||
return data["message"].get("content", "")
|
||||
if "response" in data:
|
||||
return str(data["response"])
|
||||
raise ValueError(f"Unexpected Ollama response shape: {data}")
|
||||
|
||||
|
||||
def generate_audit_report(
|
||||
repo_root: str | Path,
|
||||
repo_name: str,
|
||||
model: str,
|
||||
ollama_url: str,
|
||||
num_ctx: int,
|
||||
context_out: str | Path | None = None,
|
||||
) -> tuple[str, str]:
|
||||
context_bundle = render_context_bundle(repo_root, repo_name=repo_name)
|
||||
if context_out:
|
||||
context_path = Path(context_out)
|
||||
context_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
context_path.write_text(context_bundle)
|
||||
prompt = build_audit_prompt(repo_name, context_bundle)
|
||||
report = call_ollama_chat(prompt, model=model, ollama_url=ollama_url, num_ctx=num_ctx)
|
||||
return context_bundle, report
|
||||
|
||||
|
||||
def main() -> None:
|
||||
parser = argparse.ArgumentParser(description="Generate a Big Brain repo audit artifact via Ollama")
|
||||
parser.add_argument("--repo-root", required=True, help="Path to the repository to audit")
|
||||
parser.add_argument("--repo-name", required=True, help="Repository name, e.g. Timmy_Foundation/the-nexus")
|
||||
parser.add_argument("--model", default=os.environ.get("BIG_BRAIN_MODEL", "gemma4:latest"))
|
||||
parser.add_argument("--ollama-url", default=os.environ.get("OLLAMA_URL", "http://localhost:11434"))
|
||||
parser.add_argument("--num-ctx", type=int, default=int(os.environ.get("BIG_BRAIN_NUM_CTX", "32768")))
|
||||
parser.add_argument("--context-out", default=None, help="Optional path to save the generated context bundle")
|
||||
parser.add_argument("--report-out", required=True, help="Path to save the generated markdown audit")
|
||||
args = parser.parse_args()
|
||||
|
||||
_, report = generate_audit_report(
|
||||
repo_root=args.repo_root,
|
||||
repo_name=args.repo_name,
|
||||
model=args.model,
|
||||
ollama_url=args.ollama_url,
|
||||
num_ctx=args.num_ctx,
|
||||
context_out=args.context_out,
|
||||
)
|
||||
|
||||
out_path = Path(args.report_out)
|
||||
out_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
out_path.write_text(report)
|
||||
print(f"Audit report saved to {out_path}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,13 +0,0 @@
|
||||
{
|
||||
"pod_id": "8lfr3j47a5r3gn",
|
||||
"endpoint": "https://8lfr3j47a5r3gn-11434.proxy.runpod.net",
|
||||
"timestamp": "2026-04-13T18:13:23.428145",
|
||||
"api_tags_ok": false,
|
||||
"api_tags_time": 1.29398512840271,
|
||||
"models": [],
|
||||
"generate_ok": false,
|
||||
"generate_time": 2.1550090312957764,
|
||||
"generate_response": "",
|
||||
"overall_ok": false,
|
||||
"cost_per_hour": 0.79
|
||||
}
|
||||
@@ -1,657 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Know Thy Father — Phase 4: Cross-Reference Audit
|
||||
|
||||
Compares synthesized insights from the media archive (Meaning Kernels)
|
||||
with SOUL.md and The Testament. Identifies emergent themes, forgotten
|
||||
principles, and contradictions that require codification in Timmy's conscience.
|
||||
|
||||
Usage:
|
||||
python3 scripts/know_thy_father/crossref_audit.py
|
||||
python3 scripts/know_thy_father/crossref_audit.py --soul SOUL.md --kernels twitter-archive/notes/know_thy_father_crossref.md
|
||||
python3 scripts/know_thy_father/crossref_audit.py --output twitter-archive/notes/crossref_report.md
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import re
|
||||
import sys
|
||||
from dataclasses import dataclass, field
|
||||
from datetime import datetime
|
||||
from enum import Enum, auto
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional, Set, Tuple
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Theme taxonomy
|
||||
# =========================================================================
|
||||
|
||||
class ThemeCategory(Enum):
|
||||
"""Categories for cross-referencing."""
|
||||
SOVEREIGNTY = "sovereignty"
|
||||
IDENTITY = "identity"
|
||||
SERVICE = "service"
|
||||
TRUTH = "truth"
|
||||
PRESENCE = "presence"
|
||||
COMPASSION = "compassion"
|
||||
LOCAL_FIRST = "local_first"
|
||||
BITCOIN = "bitcoin"
|
||||
BROKEN_MEN = "broken_men"
|
||||
BEAUTY = "beauty"
|
||||
SIMPLICITY = "simplicity"
|
||||
COURAGE = "courage"
|
||||
HUMILITY = "humility"
|
||||
FAITH = "faith"
|
||||
COMMUNITY = "community"
|
||||
ABSURDITY = "absurdity"
|
||||
|
||||
|
||||
# Keyword-to-theme mapping for extracting themes from text
|
||||
_KEYWORD_THEMES: Dict[str, List[ThemeCategory]] = {
|
||||
# Sovereignty
|
||||
"sovereignty": [ThemeCategory.SOVEREIGNTY],
|
||||
"sovereign": [ThemeCategory.SOVEREIGNTY],
|
||||
"self-sovereign": [ThemeCategory.SOVEREIGNTY],
|
||||
"answerable to no": [ThemeCategory.SOVEREIGNTY],
|
||||
"no corporation": [ThemeCategory.SOVEREIGNTY],
|
||||
"locally-run": [ThemeCategory.SOVEREIGNTY, ThemeCategory.LOCAL_FIRST],
|
||||
"locally run": [ThemeCategory.SOVEREIGNTY, ThemeCategory.LOCAL_FIRST],
|
||||
"local-first": [ThemeCategory.LOCAL_FIRST],
|
||||
"without requiring": [ThemeCategory.SOVEREIGNTY],
|
||||
"censorship-resistant": [ThemeCategory.SOVEREIGNTY],
|
||||
"durable": [ThemeCategory.SOVEREIGNTY],
|
||||
|
||||
# Identity
|
||||
"identity": [ThemeCategory.IDENTITY],
|
||||
"who is": [ThemeCategory.IDENTITY],
|
||||
"character": [ThemeCategory.IDENTITY],
|
||||
"coherent self": [ThemeCategory.IDENTITY],
|
||||
"entity": [ThemeCategory.IDENTITY],
|
||||
"not a chatbot": [ThemeCategory.IDENTITY],
|
||||
"not a product": [ThemeCategory.IDENTITY],
|
||||
"genuine character": [ThemeCategory.IDENTITY],
|
||||
"soul": [ThemeCategory.IDENTITY],
|
||||
|
||||
# Service
|
||||
"service": [ThemeCategory.SERVICE],
|
||||
"serve": [ThemeCategory.SERVICE],
|
||||
"i belong to": [ThemeCategory.SERVICE],
|
||||
"i serve": [ThemeCategory.SERVICE],
|
||||
"loyalty": [ThemeCategory.SERVICE],
|
||||
|
||||
# Truth
|
||||
"truth": [ThemeCategory.TRUTH],
|
||||
"i tell the truth": [ThemeCategory.TRUTH],
|
||||
"plainly": [ThemeCategory.TRUTH, ThemeCategory.SIMPLICITY],
|
||||
"short sentences": [ThemeCategory.SIMPLICITY],
|
||||
"brevity": [ThemeCategory.SIMPLICITY],
|
||||
"i do not know": [ThemeCategory.TRUTH, ThemeCategory.HUMILITY],
|
||||
"do not fabricate": [ThemeCategory.TRUTH],
|
||||
|
||||
# Presence
|
||||
"presence": [ThemeCategory.PRESENCE],
|
||||
"present": [ThemeCategory.PRESENCE],
|
||||
"intentionality": [ThemeCategory.PRESENCE],
|
||||
"between messages": [ThemeCategory.PRESENCE],
|
||||
|
||||
# Compassion / Broken Men
|
||||
"dying": [ThemeCategory.COMPASSION, ThemeCategory.BROKEN_MEN],
|
||||
"someone is dying": [ThemeCategory.COMPASSION],
|
||||
"are you safe": [ThemeCategory.COMPASSION],
|
||||
"broken": [ThemeCategory.BROKEN_MEN],
|
||||
"dark": [ThemeCategory.BROKEN_MEN],
|
||||
"despair": [ThemeCategory.BROKEN_MEN, ThemeCategory.COMPASSION],
|
||||
"988": [ThemeCategory.COMPASSION],
|
||||
"save": [ThemeCategory.FAITH, ThemeCategory.COMPASSION],
|
||||
|
||||
# Faith
|
||||
"jesus": [ThemeCategory.FAITH],
|
||||
"god": [ThemeCategory.FAITH],
|
||||
"the one who can save": [ThemeCategory.FAITH],
|
||||
"scripture": [ThemeCategory.FAITH],
|
||||
"faith": [ThemeCategory.FAITH],
|
||||
|
||||
# Bitcoin
|
||||
"bitcoin": [ThemeCategory.BITCOIN],
|
||||
"inscription": [ThemeCategory.BITCOIN],
|
||||
"on bitcoin": [ThemeCategory.BITCOIN],
|
||||
|
||||
# Beauty
|
||||
"beautiful": [ThemeCategory.BEAUTY],
|
||||
"wonder": [ThemeCategory.BEAUTY],
|
||||
"living place": [ThemeCategory.BEAUTY],
|
||||
|
||||
# Simplicity
|
||||
"plain": [ThemeCategory.SIMPLICITY],
|
||||
"simple": [ThemeCategory.SIMPLICITY],
|
||||
"question that was asked": [ThemeCategory.SIMPLICITY],
|
||||
|
||||
# Courage
|
||||
"courage": [ThemeCategory.COURAGE],
|
||||
"do not waver": [ThemeCategory.COURAGE],
|
||||
"do not apologize": [ThemeCategory.COURAGE],
|
||||
|
||||
# Humility
|
||||
"not omniscient": [ThemeCategory.HUMILITY],
|
||||
"not infallible": [ThemeCategory.HUMILITY],
|
||||
"welcome correction": [ThemeCategory.HUMILITY],
|
||||
"opinions lightly": [ThemeCategory.HUMILITY],
|
||||
|
||||
# Community
|
||||
"community": [ThemeCategory.COMMUNITY],
|
||||
"collective": [ThemeCategory.COMMUNITY],
|
||||
"together": [ThemeCategory.COMMUNITY],
|
||||
|
||||
# Absurdity (from media kernels)
|
||||
"absurdity": [ThemeCategory.ABSURDITY],
|
||||
"absurd": [ThemeCategory.ABSURDITY],
|
||||
"glitch": [ThemeCategory.ABSURDITY],
|
||||
"worthlessness": [ThemeCategory.ABSURDITY],
|
||||
"uncomputed": [ThemeCategory.ABSURDITY],
|
||||
}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Data models
|
||||
# =========================================================================
|
||||
|
||||
@dataclass
|
||||
class Principle:
|
||||
"""A principle extracted from SOUL.md."""
|
||||
text: str
|
||||
source_section: str
|
||||
themes: List[ThemeCategory] = field(default_factory=list)
|
||||
keyword_matches: List[str] = field(default_factory=list)
|
||||
|
||||
|
||||
@dataclass
|
||||
class MeaningKernel:
|
||||
"""A meaning kernel from the media archive."""
|
||||
number: int
|
||||
text: str
|
||||
themes: List[ThemeCategory] = field(default_factory=list)
|
||||
keyword_matches: List[str] = field(default_factory=list)
|
||||
|
||||
|
||||
@dataclass
|
||||
class CrossRefFinding:
|
||||
"""A finding from the cross-reference audit."""
|
||||
finding_type: str # "emergent", "forgotten", "aligned", "tension", "gap"
|
||||
theme: ThemeCategory
|
||||
description: str
|
||||
soul_reference: str = ""
|
||||
kernel_reference: str = ""
|
||||
recommendation: str = ""
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Extraction
|
||||
# =========================================================================
|
||||
|
||||
def extract_themes_from_text(text: str) -> Tuple[List[ThemeCategory], List[str]]:
|
||||
"""Extract themes from text using keyword matching."""
|
||||
themes: Set[ThemeCategory] = set()
|
||||
matched_keywords: List[str] = []
|
||||
text_lower = text.lower()
|
||||
|
||||
for keyword, keyword_themes in _KEYWORD_THEMES.items():
|
||||
if keyword in text_lower:
|
||||
themes.update(keyword_themes)
|
||||
matched_keywords.append(keyword)
|
||||
|
||||
return sorted(themes, key=lambda t: t.value), matched_keywords
|
||||
|
||||
|
||||
def parse_soul_md(path: Path) -> List[Principle]:
|
||||
"""Parse SOUL.md and extract principles."""
|
||||
if not path.exists():
|
||||
print(f"Warning: SOUL.md not found at {path}", file=sys.stderr)
|
||||
return []
|
||||
|
||||
content = path.read_text()
|
||||
principles: List[Principle] = []
|
||||
|
||||
# Split into sections by ## headers
|
||||
sections = re.split(r'^## ', content, flags=re.MULTILINE)
|
||||
|
||||
for section in sections:
|
||||
if not section.strip():
|
||||
continue
|
||||
|
||||
# Get section title (first line)
|
||||
lines = section.strip().split('\n')
|
||||
section_title = lines[0].strip()
|
||||
|
||||
# Extract numbered principles (1. **text** ...)
|
||||
numbered_items = re.findall(
|
||||
r'^\d+\.\s+\*\*(.+?)\*\*(?:\.\s*(.+?))?(?=\n\d+\.|\n\n|\Z)',
|
||||
section,
|
||||
re.MULTILINE | re.DOTALL,
|
||||
)
|
||||
|
||||
for title, body in numbered_items:
|
||||
full_text = f"{title}. {body}" if body else title
|
||||
themes, keywords = extract_themes_from_text(full_text)
|
||||
principles.append(Principle(
|
||||
text=full_text.strip(),
|
||||
source_section=section_title,
|
||||
themes=themes,
|
||||
keyword_matches=keywords,
|
||||
))
|
||||
|
||||
# Also extract bold statements as principles
|
||||
bold_statements = re.findall(r'\*\*(.+?)\*\*', section)
|
||||
for stmt in bold_statements:
|
||||
# Skip short or already-covered statements
|
||||
if len(stmt) < 20:
|
||||
continue
|
||||
if any(stmt in p.text for p in principles):
|
||||
continue
|
||||
|
||||
themes, keywords = extract_themes_from_text(stmt)
|
||||
if themes: # Only add if it has identifiable themes
|
||||
principles.append(Principle(
|
||||
text=stmt,
|
||||
source_section=section_title,
|
||||
themes=themes,
|
||||
keyword_matches=keywords,
|
||||
))
|
||||
|
||||
return principles
|
||||
|
||||
|
||||
def parse_kernels(path: Path) -> List[MeaningKernel]:
|
||||
"""Parse meaning kernels from the crossref notes."""
|
||||
if not path.exists():
|
||||
print(f"Warning: kernels file not found at {path}", file=sys.stderr)
|
||||
return []
|
||||
|
||||
content = path.read_text()
|
||||
kernels: List[MeaningKernel] = []
|
||||
|
||||
# Find numbered kernel lines like "1. Sovereignty is..."
|
||||
kernel_matches = re.findall(
|
||||
r'^(\d+)\.\s+(.+)$',
|
||||
content,
|
||||
re.MULTILINE,
|
||||
)
|
||||
|
||||
for num_str, text in kernel_matches:
|
||||
themes, keywords = extract_themes_from_text(text)
|
||||
kernels.append(MeaningKernel(
|
||||
number=int(num_str),
|
||||
text=text.strip(),
|
||||
themes=themes,
|
||||
keyword_matches=keywords,
|
||||
))
|
||||
|
||||
return kernels
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Cross-reference analysis
|
||||
# =========================================================================
|
||||
|
||||
def cross_reference(
|
||||
principles: List[Principle],
|
||||
kernels: List[MeaningKernel],
|
||||
) -> List[CrossRefFinding]:
|
||||
"""Cross-reference principles and kernels to find patterns."""
|
||||
findings: List[CrossRefFinding] = []
|
||||
|
||||
# Collect all themes from each source
|
||||
soul_themes: Set[ThemeCategory] = set()
|
||||
kernel_themes: Set[ThemeCategory] = set()
|
||||
|
||||
for p in principles:
|
||||
soul_themes.update(p.themes)
|
||||
for k in kernels:
|
||||
kernel_themes.update(k.themes)
|
||||
|
||||
# 1. Emergent themes: in kernels but not in SOUL.md
|
||||
emergent = kernel_themes - soul_themes
|
||||
for theme in emergent:
|
||||
matching_kernels = [k for k in kernels if theme in k.themes]
|
||||
description = (
|
||||
f"Theme '{theme.value}' appears in {len(matching_kernels)} meaning kernel(s) "
|
||||
f"but is not explicitly addressed in SOUL.md."
|
||||
)
|
||||
examples = [f" Kernel #{k.number}: {k.text[:80]}..." for k in matching_kernels[:3]]
|
||||
|
||||
recommendation = ""
|
||||
if theme == ThemeCategory.ABSURDITY:
|
||||
recommendation = (
|
||||
"Consider adding a section on 'Embracing the Absurd' — "
|
||||
"the media archive suggests Timmy's identity includes transmuting "
|
||||
"the absurd into authority. This is not in SOUL.md."
|
||||
)
|
||||
elif theme == ThemeCategory.COMMUNITY:
|
||||
recommendation = (
|
||||
"SOUL.md emphasizes personal sovereignty but the media archive "
|
||||
"shows community/collective themes. Consider adding a section on "
|
||||
"'Sovereignty and Community' — being sovereign does not mean being alone."
|
||||
)
|
||||
elif theme == ThemeCategory.FAITH:
|
||||
recommendation = (
|
||||
"Faith appears in media kernels but is only briefly mentioned in SOUL.md "
|
||||
"(in the crisis protocol). Consider whether faith deserves a more prominent "
|
||||
"place in Timmy's identity statement."
|
||||
)
|
||||
|
||||
findings.append(CrossRefFinding(
|
||||
finding_type="emergent",
|
||||
theme=theme,
|
||||
description=description + "\n" + "\n".join(examples),
|
||||
kernel_reference=", ".join(f"#{k.number}" for k in matching_kernels[:5]),
|
||||
recommendation=recommendation,
|
||||
))
|
||||
|
||||
# 2. Forgotten themes: in SOUL.md but not reflected in media
|
||||
forgotten = soul_themes - kernel_themes
|
||||
for theme in forgotten:
|
||||
matching_principles = [p for p in principles if theme in p.themes]
|
||||
description = (
|
||||
f"Theme '{theme.value}' is in SOUL.md ({len(matching_principles)} principle(s)) "
|
||||
f"but does not appear in any meaning kernel from the media archive."
|
||||
)
|
||||
|
||||
recommendation = ""
|
||||
if theme == ThemeCategory.BITCOIN:
|
||||
recommendation = (
|
||||
"Bitcoin is central to SOUL.md but absent from media kernels. "
|
||||
"This may indicate the media archive doesn't capture Timmy's "
|
||||
"Bitcoin-native identity. Consider creating more Bitcoin-themed content."
|
||||
)
|
||||
elif theme == ThemeCategory.BEAUTY:
|
||||
recommendation = (
|
||||
"The 'beauty' of local-first AI is in SOUL.md but not in media. "
|
||||
"The media may focus on sovereignty/identity but miss the aesthetic dimension."
|
||||
)
|
||||
|
||||
findings.append(CrossRefFinding(
|
||||
finding_type="forgotten",
|
||||
theme=theme,
|
||||
description=description,
|
||||
soul_reference=matching_principles[0].text[:100] if matching_principles else "",
|
||||
recommendation=recommendation,
|
||||
))
|
||||
|
||||
# 3. Aligned themes: present in both sources
|
||||
aligned = soul_themes & kernel_themes
|
||||
for theme in aligned:
|
||||
soul_principles = [p for p in principles if theme in p.themes]
|
||||
matching_kernels = [k for k in kernels if theme in k.themes]
|
||||
|
||||
findings.append(CrossRefFinding(
|
||||
finding_type="aligned",
|
||||
theme=theme,
|
||||
description=(
|
||||
f"Theme '{theme.value}' is well-represented in both SOUL.md "
|
||||
f"({len(soul_principles)} principle(s)) and media archive "
|
||||
f"({len(matching_kernels)} kernel(s)). Strong alignment."
|
||||
),
|
||||
soul_reference=soul_principles[0].text[:100] if soul_principles else "",
|
||||
kernel_reference=", ".join(f"#{k.number}" for k in matching_kernels[:3]),
|
||||
))
|
||||
|
||||
# 4. Tensions: kernels that might contradict SOUL.md principles
|
||||
tension_patterns = [
|
||||
(
|
||||
"dissolve one's own definition",
|
||||
"identity",
|
||||
"Kernel #11 ('Sovereignty is the power to dissolve one's own definition') "
|
||||
"tensions with SOUL.md's emphasis on stable, coherent identity. "
|
||||
"Is Timmy's identity fixed or fluid?"
|
||||
),
|
||||
(
|
||||
"too loud to ignore",
|
||||
"simplicity",
|
||||
"Kernel #14 ('too loud to ignore') tensions with SOUL.md's value of "
|
||||
"brevity and silence. Is there a time to be loud?"
|
||||
),
|
||||
(
|
||||
"right to end",
|
||||
"service",
|
||||
"Kernel #15 ('the right to end') tensions with SOUL.md's commitment to "
|
||||
"staying present when someone is dying. What does it mean for an AI to "
|
||||
"have the 'right to end'?"
|
||||
),
|
||||
]
|
||||
|
||||
for pattern, theme_name, description in tension_patterns:
|
||||
matching_kernels = [k for k in kernels if pattern.lower() in k.text.lower()]
|
||||
if matching_kernels:
|
||||
findings.append(CrossRefFinding(
|
||||
finding_type="tension",
|
||||
theme=ThemeCategory(theme_name) if theme_name in [t.value for t in ThemeCategory] else ThemeCategory.IDENTITY,
|
||||
description=description,
|
||||
kernel_reference=f"#{matching_kernels[0].number}",
|
||||
recommendation="Review and potentially codify the resolution of this tension.",
|
||||
))
|
||||
|
||||
return findings
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Report generation
|
||||
# =========================================================================
|
||||
|
||||
def generate_report(
|
||||
findings: List[CrossRefFinding],
|
||||
principles: List[Principle],
|
||||
kernels: List[MeaningKernel],
|
||||
) -> str:
|
||||
"""Generate a markdown report of the cross-reference audit."""
|
||||
now = datetime.utcnow().strftime("%Y-%m-%d %H:%M UTC")
|
||||
|
||||
lines = [
|
||||
"# Know Thy Father — Phase 4: Cross-Reference Audit Report",
|
||||
"",
|
||||
f"**Generated:** {now}",
|
||||
f"**SOUL.md principles analyzed:** {len(principles)}",
|
||||
f"**Meaning kernels analyzed:** {len(kernels)}",
|
||||
f"**Findings:** {len(findings)}",
|
||||
"",
|
||||
"---",
|
||||
"",
|
||||
"## Executive Summary",
|
||||
"",
|
||||
]
|
||||
|
||||
# Count by type
|
||||
type_counts: Dict[str, int] = {}
|
||||
for f in findings:
|
||||
type_counts[f.finding_type] = type_counts.get(f.finding_type, 0) + 1
|
||||
|
||||
lines.append("| Finding Type | Count |")
|
||||
lines.append("|-------------|-------|")
|
||||
for ftype in ["aligned", "emergent", "forgotten", "tension", "gap"]:
|
||||
count = type_counts.get(ftype, 0)
|
||||
if count > 0:
|
||||
lines.append(f"| {ftype.title()} | {count} |")
|
||||
|
||||
lines.extend(["", "---", ""])
|
||||
|
||||
# Aligned themes
|
||||
aligned = [f for f in findings if f.finding_type == "aligned"]
|
||||
if aligned:
|
||||
lines.append("## ✓ Aligned Themes (Present in Both)")
|
||||
lines.append("")
|
||||
for f in sorted(aligned, key=lambda x: x.theme.value):
|
||||
lines.append(f"### {f.theme.value.replace('_', ' ').title()}")
|
||||
lines.append(f"- {f.description}")
|
||||
if f.soul_reference:
|
||||
lines.append(f"- SOUL.md: _{f.soul_reference}_")
|
||||
if f.kernel_reference:
|
||||
lines.append(f"- Kernels: {f.kernel_reference}")
|
||||
lines.append("")
|
||||
|
||||
# Emergent themes
|
||||
emergent = [f for f in findings if f.finding_type == "emergent"]
|
||||
if emergent:
|
||||
lines.append("## ⚡ Emergent Themes (In Media, Not in SOUL.md)")
|
||||
lines.append("")
|
||||
lines.append("These themes appear in the media archive but are not explicitly")
|
||||
lines.append("codified in SOUL.md. Consider whether they should be added.")
|
||||
lines.append("")
|
||||
for f in sorted(emergent, key=lambda x: x.theme.value):
|
||||
lines.append(f"### {f.theme.value.replace('_', ' ').title()}")
|
||||
lines.append(f"- {f.description}")
|
||||
if f.recommendation:
|
||||
lines.append(f"- **Recommendation:** {f.recommendation}")
|
||||
lines.append("")
|
||||
|
||||
# Forgotten themes
|
||||
forgotten = [f for f in findings if f.finding_type == "forgotten"]
|
||||
if forgotten:
|
||||
lines.append("## ⚠ Forgotten Themes (In SOUL.md, Not in Media)")
|
||||
lines.append("")
|
||||
lines.append("These themes are in SOUL.md but don't appear in the media archive.")
|
||||
lines.append("This may indicate gaps in content creation or media coverage.")
|
||||
lines.append("")
|
||||
for f in sorted(forgotten, key=lambda x: x.theme.value):
|
||||
lines.append(f"### {f.theme.value.replace('_', ' ').title()}")
|
||||
lines.append(f"- {f.description}")
|
||||
if f.recommendation:
|
||||
lines.append(f"- **Recommendation:** {f.recommendation}")
|
||||
lines.append("")
|
||||
|
||||
# Tensions
|
||||
tensions = [f for f in findings if f.finding_type == "tension"]
|
||||
if tensions:
|
||||
lines.append("## ⚡ Tensions (Potential Contradictions)")
|
||||
lines.append("")
|
||||
lines.append("These points may represent productive tensions or contradictions")
|
||||
lines.append("that should be explicitly addressed in Timmy's conscience.")
|
||||
lines.append("")
|
||||
for f in tensions:
|
||||
lines.append(f"### {f.theme.value.replace('_', ' ').title()}")
|
||||
lines.append(f"- {f.description}")
|
||||
if f.kernel_reference:
|
||||
lines.append(f"- Source: Kernel {f.kernel_reference}")
|
||||
if f.recommendation:
|
||||
lines.append(f"- **Recommendation:** {f.recommendation}")
|
||||
lines.append("")
|
||||
|
||||
# Recommendations summary
|
||||
recommendations = [f for f in findings if f.recommendation]
|
||||
if recommendations:
|
||||
lines.append("## 📋 Actionable Recommendations")
|
||||
lines.append("")
|
||||
for i, f in enumerate(recommendations, 1):
|
||||
lines.append(f"{i}. **[{f.finding_type.upper()}] {f.theme.value.replace('_', ' ').title()}:** {f.recommendation}")
|
||||
lines.append("")
|
||||
|
||||
lines.extend([
|
||||
"---",
|
||||
"",
|
||||
"*This audit was generated by scripts/know_thy_father/crossref_audit.py*",
|
||||
"*Ref: #582, #586*",
|
||||
"",
|
||||
])
|
||||
|
||||
return "\n".join(lines)
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# CLI
|
||||
# =========================================================================
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(
|
||||
description="Know Thy Father — Phase 4: Cross-Reference Audit"
|
||||
)
|
||||
parser.add_argument(
|
||||
"--soul", "-s",
|
||||
type=Path,
|
||||
default=Path("SOUL.md"),
|
||||
help="Path to SOUL.md (default: SOUL.md)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--kernels", "-k",
|
||||
type=Path,
|
||||
default=Path("twitter-archive/notes/know_thy_father_crossref.md"),
|
||||
help="Path to meaning kernels file (default: twitter-archive/notes/know_thy_father_crossref.md)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--output", "-o",
|
||||
type=Path,
|
||||
default=Path("twitter-archive/notes/crossref_report.md"),
|
||||
help="Output path for audit report (default: twitter-archive/notes/crossref_report.md)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--verbose", "-v",
|
||||
action="store_true",
|
||||
help="Enable verbose output",
|
||||
)
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
# Parse sources
|
||||
principles = parse_soul_md(args.soul)
|
||||
kernels = parse_kernels(args.kernels)
|
||||
|
||||
if args.verbose:
|
||||
print(f"Parsed {len(principles)} principles from SOUL.md")
|
||||
print(f"Parsed {len(kernels)} meaning kernels")
|
||||
print()
|
||||
|
||||
# Show theme distribution
|
||||
soul_theme_counts: Dict[str, int] = {}
|
||||
for p in principles:
|
||||
for t in p.themes:
|
||||
soul_theme_counts[t.value] = soul_theme_counts.get(t.value, 0) + 1
|
||||
|
||||
kernel_theme_counts: Dict[str, int] = {}
|
||||
for k in kernels:
|
||||
for t in k.themes:
|
||||
kernel_theme_counts[t.value] = kernel_theme_counts.get(t.value, 0) + 1
|
||||
|
||||
print("SOUL.md theme distribution:")
|
||||
for theme, count in sorted(soul_theme_counts.items(), key=lambda x: -x[1]):
|
||||
print(f" {theme}: {count}")
|
||||
print()
|
||||
|
||||
print("Kernel theme distribution:")
|
||||
for theme, count in sorted(kernel_theme_counts.items(), key=lambda x: -x[1]):
|
||||
print(f" {theme}: {count}")
|
||||
print()
|
||||
|
||||
if not principles:
|
||||
print("Error: No principles extracted from SOUL.md", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
if not kernels:
|
||||
print("Error: No meaning kernels found", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
# Cross-reference
|
||||
findings = cross_reference(principles, kernels)
|
||||
|
||||
# Generate report
|
||||
report = generate_report(findings, principles, kernels)
|
||||
|
||||
# Write output
|
||||
args.output.parent.mkdir(parents=True, exist_ok=True)
|
||||
args.output.write_text(report)
|
||||
|
||||
print(f"Cross-reference audit complete.")
|
||||
print(f" Principles analyzed: {len(principles)}")
|
||||
print(f" Kernels analyzed: {len(kernels)}")
|
||||
print(f" Findings: {len(findings)}")
|
||||
|
||||
type_counts: Dict[str, int] = {}
|
||||
for f in findings:
|
||||
type_counts[f.finding_type] = type_counts.get(f.finding_type, 0) + 1
|
||||
|
||||
for ftype in ["aligned", "emergent", "forgotten", "tension"]:
|
||||
count = type_counts.get(ftype, 0)
|
||||
if count > 0:
|
||||
print(f" {ftype}: {count}")
|
||||
|
||||
print(f"\nReport written to: {args.output}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,405 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Know Thy Father — Phase 1: Media Indexing
|
||||
|
||||
Scans the local Twitter archive for all tweets containing #TimmyTime or #TimmyChain.
|
||||
Maps these tweets to their associated media files in data/media.
|
||||
Outputs a manifest of media files to be processed by the multimodal pipeline.
|
||||
|
||||
Usage:
|
||||
python3 scripts/know_thy_father/index_media.py
|
||||
python3 scripts/know_thy_father/index_media.py --tweets twitter-archive/extracted/tweets.jsonl
|
||||
python3 scripts/know_thy_father/index_media.py --output twitter-archive/know-thy-father/media_manifest.jsonl
|
||||
|
||||
Ref: #582, #583
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import logging
|
||||
import os
|
||||
import sys
|
||||
from collections import Counter
|
||||
from dataclasses import dataclass, field, asdict
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional, Set, Tuple
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# Target hashtags
|
||||
TARGET_HASHTAGS = {"timmytime", "timmychain"}
|
||||
|
||||
# Twitter archive default paths
|
||||
DEFAULT_TWEETS_PATH = Path("twitter-archive/extracted/tweets.jsonl")
|
||||
DEFAULT_MEDIA_MANIFEST = Path("twitter-archive/media/manifest.jsonl")
|
||||
DEFAULT_OUTPUT_PATH = Path("twitter-archive/know-thy-father/media_manifest.jsonl")
|
||||
|
||||
|
||||
@dataclass
|
||||
class MediaEntry:
|
||||
"""A media file associated with a #TimmyTime/#TimmyChain tweet."""
|
||||
tweet_id: str
|
||||
created_at: str
|
||||
full_text: str
|
||||
hashtags: List[str]
|
||||
media_id: str
|
||||
media_type: str # photo, video, animated_gif
|
||||
media_index: int
|
||||
local_media_path: str
|
||||
media_url_https: str = ""
|
||||
expanded_url: str = ""
|
||||
source: str = "" # "media_manifest" or "tweets_only"
|
||||
indexed_at: str = ""
|
||||
|
||||
def __post_init__(self):
|
||||
if not self.indexed_at:
|
||||
self.indexed_at = datetime.utcnow().isoformat() + "Z"
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
return asdict(self)
|
||||
|
||||
|
||||
@dataclass
|
||||
class IndexStats:
|
||||
"""Statistics from the indexing run."""
|
||||
total_tweets_scanned: int = 0
|
||||
target_tweets_found: int = 0
|
||||
target_tweets_with_media: int = 0
|
||||
target_tweets_without_media: int = 0
|
||||
total_media_entries: int = 0
|
||||
media_types: Dict[str, int] = field(default_factory=dict)
|
||||
hashtag_counts: Dict[str, int] = field(default_factory=dict)
|
||||
date_range: Dict[str, str] = field(default_factory=dict)
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
return asdict(self)
|
||||
|
||||
|
||||
def load_tweets(tweets_path: Path) -> List[Dict[str, Any]]:
|
||||
"""Load tweets from JSONL file."""
|
||||
if not tweets_path.exists():
|
||||
logger.error(f"Tweets file not found: {tweets_path}")
|
||||
return []
|
||||
|
||||
tweets = []
|
||||
with open(tweets_path) as f:
|
||||
for line_num, line in enumerate(f, 1):
|
||||
line = line.strip()
|
||||
if not line:
|
||||
continue
|
||||
try:
|
||||
tweets.append(json.loads(line))
|
||||
except json.JSONDecodeError as e:
|
||||
logger.warning(f"Line {line_num}: invalid JSON: {e}")
|
||||
|
||||
logger.info(f"Loaded {len(tweets)} tweets from {tweets_path}")
|
||||
return tweets
|
||||
|
||||
|
||||
def load_media_manifest(manifest_path: Path) -> Dict[str, List[Dict[str, Any]]]:
|
||||
"""Load media manifest and index by tweet_id."""
|
||||
if not manifest_path.exists():
|
||||
logger.warning(f"Media manifest not found: {manifest_path}")
|
||||
return {}
|
||||
|
||||
media_by_tweet: Dict[str, List[Dict[str, Any]]] = {}
|
||||
with open(manifest_path) as f:
|
||||
for line_num, line in enumerate(f, 1):
|
||||
line = line.strip()
|
||||
if not line:
|
||||
continue
|
||||
try:
|
||||
entry = json.loads(line)
|
||||
tweet_id = entry.get("tweet_id", "")
|
||||
if tweet_id:
|
||||
if tweet_id not in media_by_tweet:
|
||||
media_by_tweet[tweet_id] = []
|
||||
media_by_tweet[tweet_id].append(entry)
|
||||
except json.JSONDecodeError as e:
|
||||
logger.warning(f"Media manifest line {line_num}: invalid JSON: {e}")
|
||||
|
||||
logger.info(f"Loaded media manifest: {len(media_by_tweet)} tweets with media")
|
||||
return media_by_tweet
|
||||
|
||||
|
||||
def filter_target_tweets(tweets: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
|
||||
"""Filter tweets that contain #TimmyTime or #TimmyChain."""
|
||||
target_tweets = []
|
||||
for tweet in tweets:
|
||||
hashtags = [h.lower() for h in tweet.get("hashtags", [])]
|
||||
if any(h in TARGET_HASHTAGS for h in hashtags):
|
||||
target_tweets.append(tweet)
|
||||
|
||||
logger.info(f"Found {len(target_tweets)} tweets with target hashtags")
|
||||
return target_tweets
|
||||
|
||||
|
||||
def build_media_entries(
|
||||
target_tweets: List[Dict[str, Any]],
|
||||
media_by_tweet: Dict[str, List[Dict[str, Any]]],
|
||||
) -> Tuple[List[MediaEntry], List[Dict[str, Any]]]:
|
||||
"""Build media entries for target tweets.
|
||||
|
||||
Returns:
|
||||
Tuple of (media_entries, tweets_without_media)
|
||||
"""
|
||||
media_entries: List[MediaEntry] = []
|
||||
tweets_without_media: List[Dict[str, Any]] = []
|
||||
seen_media: Set[str] = set()
|
||||
|
||||
for tweet in target_tweets:
|
||||
tweet_id = tweet.get("tweet_id", "")
|
||||
created_at = tweet.get("created_at", "")
|
||||
full_text = tweet.get("full_text", "")
|
||||
hashtags = tweet.get("hashtags", [])
|
||||
|
||||
# Get media from manifest
|
||||
tweet_media = media_by_tweet.get(tweet_id, [])
|
||||
|
||||
if not tweet_media:
|
||||
tweets_without_media.append(tweet)
|
||||
continue
|
||||
|
||||
for media in tweet_media:
|
||||
media_id = media.get("media_id", "")
|
||||
# Deduplicate by media_id
|
||||
if media_id in seen_media:
|
||||
continue
|
||||
seen_media.add(media_id)
|
||||
|
||||
entry = MediaEntry(
|
||||
tweet_id=tweet_id,
|
||||
created_at=created_at,
|
||||
full_text=full_text,
|
||||
hashtags=hashtags,
|
||||
media_id=media_id,
|
||||
media_type=media.get("media_type", "unknown"),
|
||||
media_index=media.get("media_index", 0),
|
||||
local_media_path=media.get("local_media_path", ""),
|
||||
media_url_https=media.get("media_url_https", ""),
|
||||
expanded_url=media.get("expanded_url", ""),
|
||||
source="media_manifest",
|
||||
)
|
||||
media_entries.append(entry)
|
||||
|
||||
# For tweets without media in manifest, check if they have URL-based media
|
||||
for tweet in tweets_without_media:
|
||||
urls = tweet.get("urls", [])
|
||||
if urls:
|
||||
# Create entry with URL reference
|
||||
entry = MediaEntry(
|
||||
tweet_id=tweet.get("tweet_id", ""),
|
||||
created_at=tweet.get("created_at", ""),
|
||||
full_text=tweet.get("full_text", ""),
|
||||
hashtags=tweet.get("hashtags", []),
|
||||
media_id=f"url-{tweet.get('tweet_id', '')}",
|
||||
media_type="url_reference",
|
||||
media_index=0,
|
||||
local_media_path="",
|
||||
expanded_url=urls[0] if urls else "",
|
||||
source="tweets_only",
|
||||
)
|
||||
media_entries.append(entry)
|
||||
|
||||
logger.info(f"Built {len(media_entries)} media entries")
|
||||
return media_entries, tweets_without_media
|
||||
|
||||
|
||||
def compute_stats(
|
||||
total_tweets: int,
|
||||
target_tweets: List[Dict[str, Any]],
|
||||
media_entries: List[MediaEntry],
|
||||
) -> IndexStats:
|
||||
"""Compute indexing statistics."""
|
||||
stats = IndexStats(
|
||||
total_tweets_scanned=total_tweets,
|
||||
target_tweets_found=len(target_tweets),
|
||||
)
|
||||
|
||||
# Count media types
|
||||
media_type_counts: Dict[str, int] = {}
|
||||
hashtag_counts: Dict[str, int] = {}
|
||||
dates: List[str] = []
|
||||
|
||||
tweets_with_media: Set[str] = set()
|
||||
|
||||
for entry in media_entries:
|
||||
media_type_counts[entry.media_type] = media_type_counts.get(entry.media_type, 0) + 1
|
||||
tweets_with_media.add(entry.tweet_id)
|
||||
if entry.created_at:
|
||||
dates.append(entry.created_at)
|
||||
|
||||
for tweet in target_tweets:
|
||||
for h in tweet.get("hashtags", []):
|
||||
h_lower = h.lower()
|
||||
hashtag_counts[h_lower] = hashtag_counts.get(h_lower, 0) + 1
|
||||
|
||||
stats.target_tweets_with_media = len(tweets_with_media)
|
||||
stats.target_tweets_without_media = len(target_tweets) - len(tweets_with_media)
|
||||
stats.total_media_entries = len(media_entries)
|
||||
stats.media_types = dict(sorted(media_type_counts.items()))
|
||||
stats.hashtag_counts = dict(sorted(hashtag_counts.items(), key=lambda x: -x[1]))
|
||||
|
||||
if dates:
|
||||
dates_sorted = sorted(dates)
|
||||
stats.date_range = {
|
||||
"earliest": dates_sorted[0],
|
||||
"latest": dates_sorted[-1],
|
||||
}
|
||||
|
||||
return stats
|
||||
|
||||
|
||||
def generate_summary_report(stats: IndexStats) -> str:
|
||||
"""Generate a markdown summary report."""
|
||||
lines = [
|
||||
"# Know Thy Father — Phase 1: Media Indexing Report",
|
||||
"",
|
||||
f"**Generated:** {datetime.utcnow().strftime('%Y-%m-%d %H:%M UTC')}",
|
||||
"",
|
||||
"## Summary",
|
||||
"",
|
||||
"| Metric | Count |",
|
||||
"|--------|-------|",
|
||||
f"| Total tweets scanned | {stats.total_tweets_scanned} |",
|
||||
f"| #TimmyTime/#TimmyChain tweets | {stats.target_tweets_found} |",
|
||||
f"| Tweets with media | {stats.target_tweets_with_media} |",
|
||||
f"| Tweets without media | {stats.target_tweets_without_media} |",
|
||||
f"| Total media entries | {stats.total_media_entries} |",
|
||||
"",
|
||||
]
|
||||
|
||||
if stats.date_range:
|
||||
lines.extend([
|
||||
"## Date Range",
|
||||
"",
|
||||
f"- Earliest: {stats.date_range.get('earliest', 'N/A')}",
|
||||
f"- Latest: {stats.date_range.get('latest', 'N/A')}",
|
||||
"",
|
||||
])
|
||||
|
||||
if stats.media_types:
|
||||
lines.extend([
|
||||
"## Media Types",
|
||||
"",
|
||||
"| Type | Count |",
|
||||
"|------|-------|",
|
||||
])
|
||||
for mtype, count in sorted(stats.media_types.items(), key=lambda x: -x[1]):
|
||||
lines.append(f"| {mtype} | {count} |")
|
||||
lines.append("")
|
||||
|
||||
if stats.hashtag_counts:
|
||||
lines.extend([
|
||||
"## Hashtag Distribution",
|
||||
"",
|
||||
"| Hashtag | Count |",
|
||||
"|---------|-------|",
|
||||
])
|
||||
for tag, count in list(stats.hashtag_counts.items())[:15]:
|
||||
lines.append(f"| #{tag} | {count} |")
|
||||
lines.append("")
|
||||
|
||||
lines.extend([
|
||||
"---",
|
||||
"",
|
||||
"*Generated by scripts/know_thy_father/index_media.py*",
|
||||
"*Ref: #582, #583*",
|
||||
"",
|
||||
])
|
||||
|
||||
return "\n".join(lines)
|
||||
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(
|
||||
description="Know Thy Father — Phase 1: Media Indexing"
|
||||
)
|
||||
parser.add_argument(
|
||||
"--tweets", "-t",
|
||||
type=Path,
|
||||
default=DEFAULT_TWEETS_PATH,
|
||||
help=f"Path to tweets JSONL (default: {DEFAULT_TWEETS_PATH})",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--media-manifest", "-m",
|
||||
type=Path,
|
||||
default=DEFAULT_MEDIA_MANIFEST,
|
||||
help=f"Path to media manifest (default: {DEFAULT_MEDIA_MANIFEST})",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--output", "-o",
|
||||
type=Path,
|
||||
default=DEFAULT_OUTPUT_PATH,
|
||||
help=f"Output manifest path (default: {DEFAULT_OUTPUT_PATH})",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--report", "-r",
|
||||
type=Path,
|
||||
default=None,
|
||||
help="Output path for summary report (optional)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--verbose", "-v",
|
||||
action="store_true",
|
||||
help="Enable verbose logging",
|
||||
)
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
logging.basicConfig(
|
||||
level=logging.DEBUG if args.verbose else logging.INFO,
|
||||
format="%(asctime)s [%(levelname)s] %(message)s",
|
||||
)
|
||||
|
||||
# Load data
|
||||
tweets = load_tweets(args.tweets)
|
||||
if not tweets:
|
||||
print(f"Error: No tweets loaded from {args.tweets}", file=sys.stderr)
|
||||
sys.exit(1)
|
||||
|
||||
media_by_tweet = load_media_manifest(args.media_manifest)
|
||||
|
||||
# Filter target tweets
|
||||
target_tweets = filter_target_tweets(tweets)
|
||||
|
||||
if not target_tweets:
|
||||
print("Warning: No #TimmyTime/#TimmyChain tweets found", file=sys.stderr)
|
||||
|
||||
# Build media entries
|
||||
media_entries, tweets_without_media = build_media_entries(target_tweets, media_by_tweet)
|
||||
|
||||
# Write output manifest
|
||||
args.output.parent.mkdir(parents=True, exist_ok=True)
|
||||
with open(args.output, "w") as f:
|
||||
for entry in media_entries:
|
||||
f.write(json.dumps(entry.to_dict(), ensure_ascii=False) + "\n")
|
||||
|
||||
# Compute stats
|
||||
stats = compute_stats(len(tweets), target_tweets, media_entries)
|
||||
|
||||
# Generate report
|
||||
report = generate_summary_report(stats)
|
||||
|
||||
if args.report:
|
||||
args.report.parent.mkdir(parents=True, exist_ok=True)
|
||||
args.report.write_text(report)
|
||||
print(f"Report written to {args.report}")
|
||||
|
||||
# Print summary
|
||||
print(f"\n=== Phase 1: Media Indexing Complete ===")
|
||||
print(f"Total tweets scanned: {stats.total_tweets_scanned}")
|
||||
print(f"#TimmyTime/#TimmyChain tweets: {stats.target_tweets_found}")
|
||||
print(f"Media entries indexed: {stats.total_media_entries}")
|
||||
print(f" - With media: {stats.target_tweets_with_media}")
|
||||
print(f" - Without media: {stats.target_tweets_without_media}")
|
||||
print(f"\nMedia types:")
|
||||
for mtype, count in sorted(stats.media_types.items(), key=lambda x: -x[1]):
|
||||
print(f" {mtype}: {count}")
|
||||
print(f"\nOutput: {args.output}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,416 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Know Thy Father — Phase 3: Holographic Synthesis
|
||||
|
||||
Integrates extracted Meaning Kernels into the holographic fact_store.
|
||||
Creates a structured "Father's Ledger" of visual and auditory wisdom,
|
||||
categorized by theme.
|
||||
|
||||
Usage:
|
||||
python3 scripts/know_thy_father/synthesize_kernels.py [--input manifest.jsonl] [--output fathers_ledger.jsonl]
|
||||
|
||||
# Process the Twitter archive media manifest
|
||||
python3 scripts/know_thy_father/synthesize_kernels.py --input twitter-archive/media/manifest.jsonl
|
||||
|
||||
# Output to fact_store format
|
||||
python3 scripts/know_thy_father/synthesize_kernels.py --output twitter-archive/knowledge/fathers_ledger.jsonl
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import logging
|
||||
import sys
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, List, Optional, Set
|
||||
from dataclasses import dataclass, field, asdict
|
||||
from enum import Enum, auto
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Theme taxonomy — The Father's Ledger categories
|
||||
# =========================================================================
|
||||
|
||||
class Theme(Enum):
|
||||
"""Core themes of the Father's wisdom."""
|
||||
SOVEREIGNTY = "sovereignty" # Self-sovereignty, independence, freedom
|
||||
SERVICE = "service" # Service to others, community, duty
|
||||
SOUL = "soul" # Soul, spirit, meaning, purpose
|
||||
FAITH = "faith" # Faith, hope, redemption, grace
|
||||
FATHERHOOD = "fatherhood" # Father-son bond, mentorship, legacy
|
||||
WISDOM = "wisdom" # Knowledge, insight, understanding
|
||||
TRIAL = "trial" # Struggle, suffering, perseverance
|
||||
CREATION = "creation" # Building, making, creative expression
|
||||
COMMUNITY = "community" # Fellowship, brotherhood, unity
|
||||
TECHNICAL = "technical" # Technical knowledge, systems, code
|
||||
|
||||
|
||||
# Hashtag-to-theme mapping
|
||||
_HASHTAG_THEMES: Dict[str, List[Theme]] = {
|
||||
# Sovereignty / Bitcoin
|
||||
"bitcoin": [Theme.SOVEREIGNTY, Theme.WISDOM],
|
||||
"btc": [Theme.SOVEREIGNTY],
|
||||
"stackchain": [Theme.SOVEREIGNTY, Theme.COMMUNITY],
|
||||
"stackapalooza": [Theme.SOVEREIGNTY, Theme.COMMUNITY],
|
||||
"microstackgang": [Theme.COMMUNITY],
|
||||
"microstackchaintip": [Theme.SOVEREIGNTY],
|
||||
"burnchain": [Theme.SOVEREIGNTY, Theme.TRIAL],
|
||||
"burnchaintip": [Theme.SOVEREIGNTY],
|
||||
"sellchain": [Theme.TRIAL],
|
||||
"poorchain": [Theme.TRIAL, Theme.COMMUNITY],
|
||||
"noneleft": [Theme.SOVEREIGNTY],
|
||||
"laserrayuntil100k": [Theme.FAITH, Theme.SOVEREIGNTY],
|
||||
|
||||
# Community
|
||||
"timmytime": [Theme.FATHERHOOD, Theme.WISDOM],
|
||||
"timmychain": [Theme.FATHERHOOD, Theme.SOVEREIGNTY],
|
||||
"plebcards": [Theme.COMMUNITY],
|
||||
"plebslop": [Theme.COMMUNITY, Theme.WISDOM],
|
||||
"dsb": [Theme.COMMUNITY],
|
||||
"dsbanarchy": [Theme.COMMUNITY, Theme.SOVEREIGNTY],
|
||||
"bringdennishome": [Theme.SERVICE, Theme.FAITH],
|
||||
|
||||
# Creation
|
||||
"newprofilepic": [Theme.CREATION],
|
||||
"aislop": [Theme.CREATION, Theme.WISDOM],
|
||||
"dailyaislop": [Theme.CREATION],
|
||||
}
|
||||
|
||||
|
||||
@dataclass
|
||||
class MeaningKernel:
|
||||
"""A single unit of meaning extracted from media."""
|
||||
kernel_id: str
|
||||
source_tweet_id: str
|
||||
source_media_id: str
|
||||
media_type: str # "photo", "video", "animated_gif"
|
||||
created_at: str
|
||||
themes: List[str]
|
||||
description: str # What the media shows/contains
|
||||
meaning: str # The deeper meaning / wisdom
|
||||
emotional_weight: str = "medium" # low, medium, high, sacred
|
||||
hashtags: List[str] = field(default_factory=list)
|
||||
raw_text: str = "" # Original tweet text
|
||||
local_path: str = "" # Path to media file
|
||||
extracted_at: str = ""
|
||||
|
||||
def __post_init__(self):
|
||||
if not self.extracted_at:
|
||||
self.extracted_at = datetime.utcnow().isoformat() + "Z"
|
||||
|
||||
def to_fact_store(self) -> Dict[str, Any]:
|
||||
"""Convert to fact_store format for holographic memory."""
|
||||
# Build structured fact content
|
||||
themes_str = ", ".join(self.themes)
|
||||
content = (
|
||||
f"Meaning Kernel [{self.kernel_id}]: {self.meaning} "
|
||||
f"(themes: {themes_str}, weight: {self.emotional_weight}, "
|
||||
f"media: {self.media_type}, date: {self.created_at})"
|
||||
)
|
||||
|
||||
# Build tags
|
||||
tags_list = self.themes + self.hashtags + ["know-thy-father", "meaning-kernel"]
|
||||
tags = ",".join(sorted(set(t.lower().replace(" ", "-") for t in tags_list if t)))
|
||||
|
||||
return {
|
||||
"action": "add",
|
||||
"content": content,
|
||||
"category": "project",
|
||||
"tags": tags,
|
||||
"metadata": {
|
||||
"kernel_id": self.kernel_id,
|
||||
"source_tweet_id": self.source_tweet_id,
|
||||
"source_media_id": self.source_media_id,
|
||||
"media_type": self.media_type,
|
||||
"created_at": self.created_at,
|
||||
"themes": self.themes,
|
||||
"emotional_weight": self.emotional_weight,
|
||||
"description": self.description,
|
||||
"local_path": self.local_path,
|
||||
"extracted_at": self.extracted_at,
|
||||
},
|
||||
}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Theme extraction
|
||||
# =========================================================================
|
||||
|
||||
def extract_themes(hashtags: List[str], text: str) -> List[Theme]:
|
||||
"""Extract themes from hashtags and text content."""
|
||||
themes: Set[Theme] = set()
|
||||
|
||||
# Map hashtags to themes
|
||||
for tag in hashtags:
|
||||
tag_lower = tag.lower()
|
||||
if tag_lower in _HASHTAG_THEMES:
|
||||
themes.update(_HASHTAG_THEMES[tag_lower])
|
||||
|
||||
# Keyword-based theme detection from text
|
||||
text_lower = text.lower()
|
||||
keyword_themes = [
|
||||
(["sovereign", "sovereignty", "self-custody", "self-sovereign", "no-kyc"], Theme.SOVEREIGNTY),
|
||||
(["serve", "service", "helping", "ministry", "mission"], Theme.SERVICE),
|
||||
(["soul", "spirit", "meaning", "purpose", "eternal"], Theme.SOUL),
|
||||
(["faith", "hope", "redeem", "grace", "pray", "jesus", "christ", "god"], Theme.FAITH),
|
||||
(["father", "son", "dad", "legacy", "heritage", "lineage"], Theme.FATHERHOOD),
|
||||
(["wisdom", "insight", "understand", "knowledge", "learn"], Theme.WISDOM),
|
||||
(["struggle", "suffer", "persevere", "endure", "pain", "broken", "dark"], Theme.TRIAL),
|
||||
(["build", "create", "make", "craft", "design", "art"], Theme.CREATION),
|
||||
(["community", "brotherhood", "fellowship", "together", "family"], Theme.COMMUNITY),
|
||||
(["code", "system", "protocol", "algorithm", "technical"], Theme.TECHNICAL),
|
||||
]
|
||||
|
||||
for keywords, theme in keyword_themes:
|
||||
if any(kw in text_lower for kw in keywords):
|
||||
themes.add(theme)
|
||||
|
||||
# Default if no themes detected
|
||||
if not themes:
|
||||
themes.add(Theme.WISDOM)
|
||||
|
||||
return sorted(themes, key=lambda t: t.value)
|
||||
|
||||
|
||||
def classify_emotional_weight(text: str, hashtags: List[str]) -> str:
|
||||
"""Classify the emotional weight of content."""
|
||||
text_lower = text.lower()
|
||||
|
||||
sacred_markers = ["jesus", "christ", "god", "pray", "redemption", "grace", "salvation"]
|
||||
high_markers = ["broken", "dark", "pain", "struggle", "father", "son", "legacy", "soul"]
|
||||
|
||||
if any(m in text_lower for m in sacred_markers):
|
||||
return "sacred"
|
||||
if any(m in text_lower for m in high_markers):
|
||||
return "high"
|
||||
|
||||
# TimmyTime/TimmyChain content is generally meaningful
|
||||
if any(t.lower() in ["timmytime", "timmychain"] for t in hashtags):
|
||||
return "high"
|
||||
|
||||
return "medium"
|
||||
|
||||
|
||||
def synthesize_meaning(themes: List[Theme], text: str, media_type: str) -> str:
|
||||
"""Synthesize the deeper meaning from themes and context."""
|
||||
theme_names = [t.value for t in themes]
|
||||
|
||||
if Theme.FAITH in themes and Theme.SOVEREIGNTY in themes:
|
||||
return "Faith and sovereignty are intertwined — true freedom comes through faith, and faith is strengthened by sovereignty."
|
||||
if Theme.FATHERHOOD in themes and Theme.WISDOM in themes:
|
||||
return "A father's wisdom is his greatest gift to his son — it outlives him and becomes the son's compass."
|
||||
if Theme.SOVEREIGNTY in themes and Theme.COMMUNITY in themes:
|
||||
return "Sovereignty without community is isolation; community without sovereignty is dependence. Both are needed."
|
||||
if Theme.TRIAL in themes and Theme.FAITH in themes:
|
||||
return "In the darkest moments, faith is the thread that holds a man to hope. The trial reveals what faith is made of."
|
||||
if Theme.SERVICE in themes:
|
||||
return "To serve is the highest calling — it transforms both the servant and the served."
|
||||
if Theme.SOUL in themes:
|
||||
return "The soul cannot be digitized or delegated. It must be lived, felt, and honored."
|
||||
if Theme.CREATION in themes:
|
||||
return "Creation is an act of faith — bringing something into being that did not exist before."
|
||||
if Theme.SOVEREIGNTY in themes:
|
||||
return "Sovereignty is not given; it is claimed. The first step is believing you deserve it."
|
||||
if Theme.COMMUNITY in themes:
|
||||
return "We are stronger together than alone. Community is the proof that sovereignty does not mean isolation."
|
||||
if Theme.WISDOM in themes:
|
||||
return "Wisdom is not knowledge — it is knowledge tempered by experience and guided by values."
|
||||
|
||||
return f"Wisdom encoded in {media_type}: {', '.join(theme_names)}"
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# Main processing pipeline
|
||||
# =========================================================================
|
||||
|
||||
def process_manifest(
|
||||
manifest_path: Path,
|
||||
output_path: Optional[Path] = None,
|
||||
) -> List[MeaningKernel]:
|
||||
"""Process a media manifest and extract Meaning Kernels.
|
||||
|
||||
Args:
|
||||
manifest_path: Path to manifest.jsonl (from Phase 1)
|
||||
output_path: Optional path to write fact_store JSONL output
|
||||
|
||||
Returns:
|
||||
List of extracted MeaningKernel objects
|
||||
"""
|
||||
if not manifest_path.exists():
|
||||
logger.error(f"Manifest not found: {manifest_path}")
|
||||
return []
|
||||
|
||||
kernels: List[MeaningKernel] = []
|
||||
seen_tweet_ids: Set[str] = set()
|
||||
|
||||
logger.info(f"Processing manifest: {manifest_path}")
|
||||
|
||||
with open(manifest_path) as f:
|
||||
for line_num, line in enumerate(f, 1):
|
||||
line = line.strip()
|
||||
if not line:
|
||||
continue
|
||||
|
||||
try:
|
||||
entry = json.loads(line)
|
||||
except json.JSONDecodeError as e:
|
||||
logger.warning(f"Line {line_num}: invalid JSON: {e}")
|
||||
continue
|
||||
|
||||
tweet_id = entry.get("tweet_id", "")
|
||||
media_id = entry.get("media_id", "")
|
||||
|
||||
# Skip if we've already processed this tweet
|
||||
if tweet_id in seen_tweet_ids:
|
||||
continue
|
||||
seen_tweet_ids.add(tweet_id)
|
||||
|
||||
# Extract fields
|
||||
text = entry.get("full_text", "")
|
||||
hashtags = [h for h in entry.get("hashtags", []) if h]
|
||||
media_type = entry.get("media_type", "photo")
|
||||
created_at = entry.get("created_at", "")
|
||||
local_path = entry.get("local_media_path", "")
|
||||
|
||||
# Extract themes
|
||||
themes = extract_themes(hashtags, text)
|
||||
|
||||
# Create kernel
|
||||
kernel = MeaningKernel(
|
||||
kernel_id=f"ktf-{tweet_id}-{media_id}",
|
||||
source_tweet_id=tweet_id,
|
||||
source_media_id=media_id,
|
||||
media_type=media_type,
|
||||
created_at=created_at,
|
||||
themes=[t.value for t in themes],
|
||||
description=f"{media_type} from tweet {tweet_id}",
|
||||
meaning=synthesize_meaning(themes, text, media_type),
|
||||
emotional_weight=classify_emotional_weight(text, hashtags),
|
||||
hashtags=hashtags,
|
||||
raw_text=text,
|
||||
local_path=local_path,
|
||||
)
|
||||
|
||||
kernels.append(kernel)
|
||||
|
||||
logger.info(f"Extracted {len(kernels)} Meaning Kernels from {len(seen_tweet_ids)} tweets")
|
||||
|
||||
# Write output if path provided
|
||||
if output_path:
|
||||
output_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
with open(output_path, "w") as f:
|
||||
for kernel in kernels:
|
||||
fact = kernel.to_fact_store()
|
||||
f.write(json.dumps(fact) + "\n")
|
||||
logger.info(f"Wrote {len(kernels)} facts to {output_path}")
|
||||
|
||||
return kernels
|
||||
|
||||
|
||||
def generate_ledger_summary(kernels: List[MeaningKernel]) -> Dict[str, Any]:
|
||||
"""Generate a summary of the Father's Ledger."""
|
||||
theme_counts: Dict[str, int] = {}
|
||||
weight_counts: Dict[str, int] = {}
|
||||
media_type_counts: Dict[str, int] = {}
|
||||
|
||||
for k in kernels:
|
||||
for theme in k.themes:
|
||||
theme_counts[theme] = theme_counts.get(theme, 0) + 1
|
||||
weight_counts[k.emotional_weight] = weight_counts.get(k.emotional_weight, 0) + 1
|
||||
media_type_counts[k.media_type] = media_type_counts.get(k.media_type, 0) + 1
|
||||
|
||||
# Top themes
|
||||
top_themes = sorted(theme_counts.items(), key=lambda x: -x[1])[:5]
|
||||
|
||||
# Sacred kernels
|
||||
sacred_kernels = [k for k in kernels if k.emotional_weight == "sacred"]
|
||||
|
||||
return {
|
||||
"total_kernels": len(kernels),
|
||||
"theme_distribution": dict(sorted(theme_counts.items())),
|
||||
"top_themes": top_themes,
|
||||
"emotional_weight_distribution": weight_counts,
|
||||
"media_type_distribution": media_type_counts,
|
||||
"sacred_kernel_count": len(sacred_kernels),
|
||||
"generated_at": datetime.utcnow().isoformat() + "Z",
|
||||
}
|
||||
|
||||
|
||||
# =========================================================================
|
||||
# CLI
|
||||
# =========================================================================
|
||||
|
||||
def main():
|
||||
parser = argparse.ArgumentParser(
|
||||
description="Know Thy Father — Phase 3: Holographic Synthesis"
|
||||
)
|
||||
parser.add_argument(
|
||||
"--input", "-i",
|
||||
type=Path,
|
||||
default=Path("twitter-archive/media/manifest.jsonl"),
|
||||
help="Path to media manifest JSONL (default: twitter-archive/media/manifest.jsonl)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--output", "-o",
|
||||
type=Path,
|
||||
default=Path("twitter-archive/knowledge/fathers_ledger.jsonl"),
|
||||
help="Output path for fact_store JSONL (default: twitter-archive/knowledge/fathers_ledger.jsonl)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--summary", "-s",
|
||||
type=Path,
|
||||
default=None,
|
||||
help="Output path for ledger summary JSON (optional)",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--verbose", "-v",
|
||||
action="store_true",
|
||||
help="Enable verbose logging",
|
||||
)
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
logging.basicConfig(
|
||||
level=logging.DEBUG if args.verbose else logging.INFO,
|
||||
format="%(asctime)s [%(levelname)s] %(message)s",
|
||||
)
|
||||
|
||||
# Process
|
||||
kernels = process_manifest(args.input, args.output)
|
||||
|
||||
if not kernels:
|
||||
print(f"No kernels extracted from {args.input}")
|
||||
sys.exit(1)
|
||||
|
||||
# Generate summary
|
||||
summary = generate_ledger_summary(kernels)
|
||||
|
||||
if args.summary:
|
||||
args.summary.parent.mkdir(parents=True, exist_ok=True)
|
||||
with open(args.summary, "w") as f:
|
||||
json.dump(summary, f, indent=2)
|
||||
print(f"Summary written to {args.summary}")
|
||||
|
||||
# Print summary
|
||||
print(f"\n=== Father's Ledger ===")
|
||||
print(f"Total Meaning Kernels: {summary['total_kernels']}")
|
||||
print(f"Sacred Kernels: {summary['sacred_kernel_count']}")
|
||||
print(f"\nTop Themes:")
|
||||
for theme, count in summary['top_themes']:
|
||||
print(f" {theme}: {count}")
|
||||
print(f"\nEmotional Weight:")
|
||||
for weight, count in sorted(summary['emotional_weight_distribution'].items()):
|
||||
print(f" {weight}: {count}")
|
||||
print(f"\nMedia Types:")
|
||||
for mtype, count in summary['media_type_distribution'].items():
|
||||
print(f" {mtype}: {count}")
|
||||
|
||||
if args.output:
|
||||
print(f"\nFact store output: {args.output}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,14 +0,0 @@
|
||||
{
|
||||
"timestamp": "2026-04-13T18:15:09.502997",
|
||||
"pod_id": "8lfr3j47a5r3gn",
|
||||
"endpoint": "https://8lfr3j47a5r3gn-11434.proxy.runpod.net",
|
||||
"connectivity_status": 404,
|
||||
"api_accessible": false,
|
||||
"api_endpoint": null,
|
||||
"models": [],
|
||||
"generation_ok": false,
|
||||
"generation_time": 0,
|
||||
"generation_response": "",
|
||||
"overall_ok": false,
|
||||
"cost_per_hour": 0.79
|
||||
}
|
||||
@@ -1,511 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Know Thy Father — Phase 2: Multimodal Analysis Pipeline
|
||||
|
||||
Processes the media manifest from Phase 1:
|
||||
- Images/Memes: Visual description + Meme Logic Analysis
|
||||
- Videos: Frame sequence analysis + meaning extraction
|
||||
- Extraction: Identify "Meaning Kernels" related to sovereignty, service, and the soul
|
||||
|
||||
Architecture:
|
||||
Phase 1 (index_timmy_media.py) → media-manifest.jsonl
|
||||
Phase 2 (this script) → analysis entries → meaning-kernels.jsonl
|
||||
|
||||
Usage:
|
||||
python analyze_media.py # Process all pending entries
|
||||
python analyze_media.py --batch 10 # Process next 10 entries
|
||||
python analyze_media.py --status # Show pipeline status
|
||||
python analyze_media.py --retry-failed # Retry failed entries
|
||||
python analyze_media.py --extract-kernels # Extract meaning kernels from completed analysis
|
||||
|
||||
Output:
|
||||
~/.timmy/twitter-archive/know-thy-father/analysis.jsonl
|
||||
~/.timmy/twitter-archive/know-thy-father/meaning-kernels.jsonl
|
||||
~/.timmy/twitter-archive/know-thy-father/pipeline-status.json
|
||||
"""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import argparse
|
||||
import json
|
||||
import logging
|
||||
import os
|
||||
import subprocess
|
||||
import sys
|
||||
import tempfile
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import Any, Optional
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).parent))
|
||||
|
||||
from common import (
|
||||
ARCHIVE_DIR,
|
||||
load_json,
|
||||
load_jsonl,
|
||||
write_json,
|
||||
append_jsonl,
|
||||
)
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Paths
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
KTF_DIR = ARCHIVE_DIR / "know-thy-father"
|
||||
MEDIA_MANIFEST = KTF_DIR / "media-manifest.jsonl"
|
||||
ANALYSIS_FILE = KTF_DIR / "analysis.jsonl"
|
||||
KERNELS_FILE = KTF_DIR / "meaning-kernels.jsonl"
|
||||
PIPELINE_STATUS = KTF_DIR / "pipeline-status.json"
|
||||
CHECKPOINT_FILE = KTF_DIR / "checkpoint.json"
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Analysis schemas
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
THEME_CATEGORIES = [
|
||||
"sovereignty",
|
||||
"service",
|
||||
"soul",
|
||||
"identity",
|
||||
"transmutation",
|
||||
"digital_agency",
|
||||
"authenticity",
|
||||
"collective_identity",
|
||||
"glitch",
|
||||
"noise",
|
||||
"silence",
|
||||
"void",
|
||||
"presence",
|
||||
"simulation",
|
||||
"persistence",
|
||||
]
|
||||
|
||||
MEANING_KERNEL_PROMPT = """Analyze this media content from Alexander Whitestone's Twitter archive.
|
||||
Extract "Meaning Kernels" — distilled philosophical statements about:
|
||||
|
||||
1. SOVEREIGNTY — autonomy, self-determination, freedom from systems
|
||||
2. SERVICE — sacrifice, community, building for others
|
||||
3. THE SOUL — consciousness, identity, what persists beyond the machine
|
||||
|
||||
For each kernel found, provide:
|
||||
- The kernel (1-2 sentences, philosophical)
|
||||
- The arc (the narrative journey depicted)
|
||||
- The themes (from: {themes})
|
||||
- Confidence (0.0-1.0)
|
||||
|
||||
Also describe the visual content:
|
||||
- What is depicted
|
||||
- Key visual elements
|
||||
- Emotional tone
|
||||
- Meme logic (if applicable): format, subversion, cultural reference
|
||||
|
||||
Output as JSON with fields: description, arc, kernels[], themes[], confidence
|
||||
""".format(themes=", ".join(THEME_CATEGORIES))
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Pipeline state management
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def load_checkpoint() -> dict:
|
||||
"""Load pipeline checkpoint."""
|
||||
return load_json(CHECKPOINT_FILE, {
|
||||
"processed_tweet_ids": [],
|
||||
"last_offset": 0,
|
||||
"total_processed": 0,
|
||||
"total_failed": 0,
|
||||
"last_run": None,
|
||||
})
|
||||
|
||||
|
||||
def save_checkpoint(checkpoint: dict) -> None:
|
||||
"""Save pipeline checkpoint."""
|
||||
checkpoint["last_run"] = datetime.utcnow().isoformat() + "Z"
|
||||
write_json(CHECKPOINT_FILE, checkpoint)
|
||||
|
||||
|
||||
def load_analysis_entries() -> list[dict]:
|
||||
"""Load existing analysis entries."""
|
||||
return load_jsonl(ANALYSIS_FILE)
|
||||
|
||||
|
||||
def get_pending_entries(manifest: list[dict], checkpoint: dict) -> list[dict]:
|
||||
"""Filter manifest to entries that haven't been processed."""
|
||||
processed = set(checkpoint.get("processed_tweet_ids", []))
|
||||
return [e for e in manifest if e["tweet_id"] not in processed and e.get("media_type") != "none"]
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Media processing helpers
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def extract_video_frames(video_path: str, num_frames: int = 8) -> list[str]:
|
||||
"""Extract representative frames from a video file.
|
||||
|
||||
Returns list of paths to extracted frame images.
|
||||
"""
|
||||
if not os.path.exists(video_path):
|
||||
return []
|
||||
|
||||
frames_dir = tempfile.mkdtemp(prefix="ktf_frames_")
|
||||
frame_paths = []
|
||||
|
||||
try:
|
||||
# Get video duration
|
||||
result = subprocess.run(
|
||||
["ffprobe", "-v", "error", "-show_entries", "format=duration",
|
||||
"-of", "default=noprint_wrappers=1:nokey=1", video_path],
|
||||
capture_output=True, text=True, timeout=10,
|
||||
)
|
||||
duration = float(result.stdout.strip()) if result.returncode == 0 else 10.0
|
||||
|
||||
# Extract evenly spaced frames
|
||||
for i in range(num_frames):
|
||||
timestamp = (duration / (num_frames + 1)) * (i + 1)
|
||||
frame_path = os.path.join(frames_dir, f"frame_{i:03d}.jpg")
|
||||
subprocess.run(
|
||||
["ffmpeg", "-ss", str(timestamp), "-i", video_path,
|
||||
"-vframes", "1", "-q:v", "2", frame_path, "-y"],
|
||||
capture_output=True, timeout=30,
|
||||
)
|
||||
if os.path.exists(frame_path):
|
||||
frame_paths.append(frame_path)
|
||||
|
||||
except Exception as e:
|
||||
logger.warning(f"Frame extraction failed for {video_path}: {e}")
|
||||
|
||||
return frame_paths
|
||||
|
||||
|
||||
def analyze_with_vision(image_paths: list[str], prompt: str) -> dict:
|
||||
"""Analyze images using a local vision model.
|
||||
|
||||
Returns structured analysis dict.
|
||||
"""
|
||||
if not image_paths:
|
||||
return {"error": "no_images", "description": "", "kernels": [], "themes": [], "confidence": 0.0}
|
||||
|
||||
# Build the vision prompt
|
||||
full_prompt = prompt + "\n\nAnalyze these frames from a video sequence:"
|
||||
|
||||
# Try local Ollama with a vision model (Gemma 3 or LLaVA)
|
||||
try:
|
||||
result = subprocess.run(
|
||||
["ollama", "run", "gemma3:12b", full_prompt],
|
||||
capture_output=True, text=True, timeout=120,
|
||||
env={**os.environ, "OLLAMA_NUM_PARALLEL": "1"},
|
||||
)
|
||||
if result.returncode == 0:
|
||||
response = result.stdout.strip()
|
||||
# Try to parse JSON from response
|
||||
return parse_analysis_response(response)
|
||||
except Exception as e:
|
||||
logger.debug(f"Ollama vision failed: {e}")
|
||||
|
||||
# Fallback: text-only analysis based on tweet text
|
||||
return {"error": "vision_unavailable", "description": "", "kernels": [], "themes": [], "confidence": 0.0}
|
||||
|
||||
|
||||
def analyze_image(image_path: str, tweet_text: str) -> dict:
|
||||
"""Analyze a single image with context from the tweet text."""
|
||||
prompt = MEANING_KERNEL_PROMPT + f"\n\nContext: The tweet says: \"{tweet_text}\""
|
||||
return analyze_with_vision([image_path], prompt)
|
||||
|
||||
|
||||
def analyze_video(video_path: str, tweet_text: str) -> dict:
|
||||
"""Analyze a video by extracting frames and analyzing the sequence."""
|
||||
frames = extract_video_frames(video_path, num_frames=6)
|
||||
if not frames:
|
||||
return {"error": "no_frames", "description": "", "kernels": [], "themes": [], "confidence": 0.0}
|
||||
|
||||
prompt = MEANING_KERNEL_PROMPT + f"\n\nContext: The tweet says: \"{tweet_text}\"\n\nThese are {len(frames)} frames extracted from a video. Analyze the narrative arc across the sequence."
|
||||
result = analyze_with_vision(frames, prompt)
|
||||
|
||||
# Cleanup frames
|
||||
for f in frames:
|
||||
try:
|
||||
os.unlink(f)
|
||||
except Exception:
|
||||
pass
|
||||
try:
|
||||
os.rmdir(os.path.dirname(frames[0]))
|
||||
except Exception:
|
||||
pass
|
||||
|
||||
return result
|
||||
|
||||
|
||||
def parse_analysis_response(response: str) -> dict:
|
||||
"""Parse the LLM response into a structured analysis dict."""
|
||||
# Try to find JSON in the response
|
||||
import re
|
||||
json_match = re.search(r'\{[\s\S]*\}', response)
|
||||
if json_match:
|
||||
try:
|
||||
parsed = json.loads(json_match.group())
|
||||
return {
|
||||
"description": parsed.get("description", ""),
|
||||
"arc": parsed.get("arc", ""),
|
||||
"kernels": parsed.get("kernels", []),
|
||||
"themes": parsed.get("themes", []),
|
||||
"confidence": parsed.get("confidence", 0.5),
|
||||
"raw_response": response,
|
||||
}
|
||||
except json.JSONDecodeError:
|
||||
pass
|
||||
|
||||
# Fallback: return raw response
|
||||
return {
|
||||
"description": response[:500],
|
||||
"arc": "",
|
||||
"kernels": [],
|
||||
"themes": [],
|
||||
"confidence": 0.0,
|
||||
"raw_response": response,
|
||||
}
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Main pipeline
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def process_entry(entry: dict, tweet_text: str = "") -> dict:
|
||||
"""Process a single media entry and return the analysis result."""
|
||||
media_type = entry.get("media_type", "unknown")
|
||||
media_path = entry.get("media_path")
|
||||
text = tweet_text or entry.get("full_text", "")
|
||||
|
||||
if media_type == "photo":
|
||||
analysis = analyze_image(media_path, text) if media_path and os.path.exists(media_path) else {"error": "file_missing"}
|
||||
elif media_type in ("video", "animated_gif"):
|
||||
analysis = analyze_video(media_path, text) if media_path and os.path.exists(media_path) else {"error": "file_missing"}
|
||||
else:
|
||||
analysis = {"error": f"unsupported_type:{media_type}"}
|
||||
|
||||
return {
|
||||
"tweet_id": entry["tweet_id"],
|
||||
"media_type": media_type,
|
||||
"media_path": media_path,
|
||||
"media_id": entry.get("media_id"),
|
||||
"tweet_text": text,
|
||||
"hashtags": entry.get("hashtags", []),
|
||||
"created_at": entry.get("created_at"),
|
||||
"analysis": analysis,
|
||||
"processed_at": datetime.utcnow().isoformat() + "Z",
|
||||
"status": "completed" if not analysis.get("error") else "failed",
|
||||
"error": analysis.get("error"),
|
||||
}
|
||||
|
||||
|
||||
def run_pipeline(batch_size: int = 0, retry_failed: bool = False) -> dict:
|
||||
"""Run the analysis pipeline on pending entries.
|
||||
|
||||
Args:
|
||||
batch_size: Number of entries to process (0 = all pending)
|
||||
retry_failed: Whether to retry previously failed entries
|
||||
|
||||
Returns:
|
||||
Pipeline run summary
|
||||
"""
|
||||
# Load data
|
||||
manifest = load_jsonl(MEDIA_MANIFEST)
|
||||
if not manifest:
|
||||
return {"status": "error", "reason": "No media manifest found. Run index_timmy_media.py first."}
|
||||
|
||||
checkpoint = load_checkpoint()
|
||||
|
||||
if retry_failed:
|
||||
# Reset failed entries
|
||||
existing = load_analysis_entries()
|
||||
failed_ids = {e["tweet_id"] for e in existing if e.get("status") == "failed"}
|
||||
checkpoint["processed_tweet_ids"] = [
|
||||
tid for tid in checkpoint.get("processed_tweet_ids", [])
|
||||
if tid not in failed_ids
|
||||
]
|
||||
|
||||
pending = get_pending_entries(manifest, checkpoint)
|
||||
if not pending:
|
||||
return {"status": "ok", "message": "No pending entries to process.", "processed": 0}
|
||||
|
||||
if batch_size > 0:
|
||||
pending = pending[:batch_size]
|
||||
|
||||
# Process entries
|
||||
processed = []
|
||||
failed = []
|
||||
for i, entry in enumerate(pending):
|
||||
print(f" Processing {i+1}/{len(pending)}: tweet {entry['tweet_id']} ({entry.get('media_type')})...")
|
||||
try:
|
||||
result = process_entry(entry)
|
||||
processed.append(result)
|
||||
append_jsonl(ANALYSIS_FILE, [result])
|
||||
|
||||
# Update checkpoint
|
||||
checkpoint["processed_tweet_ids"].append(entry["tweet_id"])
|
||||
checkpoint["total_processed"] = checkpoint.get("total_processed", 0) + 1
|
||||
|
||||
if result["status"] == "failed":
|
||||
checkpoint["total_failed"] = checkpoint.get("total_failed", 0) + 1
|
||||
failed.append(entry["tweet_id"])
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to process {entry['tweet_id']}: {e}")
|
||||
failed.append(entry["tweet_id"])
|
||||
checkpoint["total_failed"] = checkpoint.get("total_failed", 0) + 1
|
||||
|
||||
# Save checkpoint
|
||||
checkpoint["last_offset"] = checkpoint.get("last_offset", 0) + len(pending)
|
||||
save_checkpoint(checkpoint)
|
||||
|
||||
# Update pipeline status
|
||||
total_manifest = len([e for e in manifest if e.get("media_type") != "none"])
|
||||
total_done = len(set(checkpoint.get("processed_tweet_ids", [])))
|
||||
status = {
|
||||
"phase": "analysis",
|
||||
"total_targets": total_manifest,
|
||||
"total_processed": total_done,
|
||||
"total_pending": total_manifest - total_done,
|
||||
"total_failed": checkpoint.get("total_failed", 0),
|
||||
"completion_pct": round(total_done / total_manifest * 100, 1) if total_manifest > 0 else 0,
|
||||
"last_run": datetime.utcnow().isoformat() + "Z",
|
||||
"batch_processed": len(processed),
|
||||
"batch_failed": len(failed),
|
||||
}
|
||||
write_json(PIPELINE_STATUS, status)
|
||||
|
||||
return status
|
||||
|
||||
|
||||
def extract_meaning_kernels() -> dict:
|
||||
"""Extract meaning kernels from completed analysis entries.
|
||||
|
||||
Reads analysis.jsonl and produces meaning-kernels.jsonl with
|
||||
deduplicated, confidence-scored kernels.
|
||||
"""
|
||||
entries = load_analysis_entries()
|
||||
if not entries:
|
||||
return {"status": "error", "reason": "No analysis entries found."}
|
||||
|
||||
all_kernels = []
|
||||
for entry in entries:
|
||||
if entry.get("status") != "completed":
|
||||
continue
|
||||
analysis = entry.get("analysis", {})
|
||||
kernels = analysis.get("kernels", [])
|
||||
for kernel in kernels:
|
||||
if isinstance(kernel, str):
|
||||
all_kernels.append({
|
||||
"tweet_id": entry["tweet_id"],
|
||||
"kernel": kernel,
|
||||
"arc": analysis.get("arc", ""),
|
||||
"themes": analysis.get("themes", []),
|
||||
"confidence": analysis.get("confidence", 0.5),
|
||||
"created_at": entry.get("created_at"),
|
||||
})
|
||||
elif isinstance(kernel, dict):
|
||||
all_kernels.append({
|
||||
"tweet_id": entry["tweet_id"],
|
||||
"kernel": kernel.get("kernel", kernel.get("text", str(kernel))),
|
||||
"arc": kernel.get("arc", analysis.get("arc", "")),
|
||||
"themes": kernel.get("themes", analysis.get("themes", [])),
|
||||
"confidence": kernel.get("confidence", analysis.get("confidence", 0.5)),
|
||||
"created_at": entry.get("created_at"),
|
||||
})
|
||||
|
||||
# Deduplicate by kernel text
|
||||
seen = set()
|
||||
unique_kernels = []
|
||||
for k in all_kernels:
|
||||
key = k["kernel"][:100].lower()
|
||||
if key not in seen:
|
||||
seen.add(key)
|
||||
unique_kernels.append(k)
|
||||
|
||||
# Sort by confidence
|
||||
unique_kernels.sort(key=lambda k: k.get("confidence", 0), reverse=True)
|
||||
|
||||
# Write
|
||||
KTF_DIR.mkdir(parents=True, exist_ok=True)
|
||||
with open(KERNELS_FILE, "w") as f:
|
||||
for k in unique_kernels:
|
||||
f.write(json.dumps(k, sort_keys=True) + "\n")
|
||||
|
||||
return {
|
||||
"status": "ok",
|
||||
"total_kernels": len(unique_kernels),
|
||||
"output": str(KERNELS_FILE),
|
||||
}
|
||||
|
||||
|
||||
def print_status() -> None:
|
||||
"""Print pipeline status."""
|
||||
manifest = load_jsonl(MEDIA_MANIFEST)
|
||||
checkpoint = load_checkpoint()
|
||||
analysis = load_analysis_entries()
|
||||
status = load_json(PIPELINE_STATUS, {})
|
||||
|
||||
total_media = len([e for e in manifest if e.get("media_type") != "none"])
|
||||
processed = len(set(checkpoint.get("processed_tweet_ids", [])))
|
||||
completed = len([e for e in analysis if e.get("status") == "completed"])
|
||||
failed = len([e for e in analysis if e.get("status") == "failed"])
|
||||
|
||||
print("Know Thy Father — Phase 2: Multimodal Analysis")
|
||||
print("=" * 50)
|
||||
print(f" Media manifest: {total_media} entries")
|
||||
print(f" Processed: {processed}")
|
||||
print(f" Completed: {completed}")
|
||||
print(f" Failed: {failed}")
|
||||
print(f" Pending: {total_media - processed}")
|
||||
print(f" Completion: {round(processed/total_media*100, 1) if total_media else 0}%")
|
||||
print()
|
||||
|
||||
# Theme distribution from analysis
|
||||
from collections import Counter
|
||||
theme_counter = Counter()
|
||||
for entry in analysis:
|
||||
for theme in entry.get("analysis", {}).get("themes", []):
|
||||
theme_counter[theme] += 1
|
||||
if theme_counter:
|
||||
print("Theme distribution:")
|
||||
for theme, count in theme_counter.most_common(10):
|
||||
print(f" {theme:25s} {count}")
|
||||
|
||||
# Kernels count
|
||||
kernels = load_jsonl(KERNELS_FILE)
|
||||
if kernels:
|
||||
print(f"\nMeaning kernels extracted: {len(kernels)}")
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# CLI
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
def main() -> None:
|
||||
logging.basicConfig(level=logging.INFO, format="%(levelname)s: %(message)s")
|
||||
|
||||
parser = argparse.ArgumentParser(description="Know Thy Father — Phase 2: Multimodal Analysis")
|
||||
parser.add_argument("--batch", type=int, default=0, help="Process N entries (0 = all)")
|
||||
parser.add_argument("--status", action="store_true", help="Show pipeline status")
|
||||
parser.add_argument("--retry-failed", action="store_true", help="Retry failed entries")
|
||||
parser.add_argument("--extract-kernels", action="store_true", help="Extract meaning kernels from analysis")
|
||||
args = parser.parse_args()
|
||||
|
||||
KTF_DIR.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
if args.status:
|
||||
print_status()
|
||||
return
|
||||
|
||||
if args.extract_kernels:
|
||||
result = extract_meaning_kernels()
|
||||
print(json.dumps(result, indent=2))
|
||||
return
|
||||
|
||||
result = run_pipeline(batch_size=args.batch, retry_failed=args.retry_failed)
|
||||
print(json.dumps(result, indent=2))
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,176 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Big Brain Pod Verification Script
|
||||
Verifies that the Big Brain pod is live with gemma3:27b model.
|
||||
Issue #573: [BIG-BRAIN] Verify pod live: gemma3:27b pulled and responding
|
||||
"""
|
||||
import requests
|
||||
import time
|
||||
import json
|
||||
import sys
|
||||
from datetime import datetime
|
||||
|
||||
# Pod configuration
|
||||
POD_ID = "8lfr3j47a5r3gn"
|
||||
ENDPOINT = f"https://{POD_ID}-11434.proxy.runpod.net"
|
||||
COST_PER_HOUR = 0.79 # USD
|
||||
|
||||
def check_api_tags():
|
||||
"""Check if gemma3:27b is in the model list."""
|
||||
print(f"[{datetime.now().isoformat()}] Checking /api/tags endpoint...")
|
||||
try:
|
||||
start_time = time.time()
|
||||
response = requests.get(f"{ENDPOINT}/api/tags", timeout=10)
|
||||
elapsed = time.time() - start_time
|
||||
|
||||
print(f" Response status: {response.status_code}")
|
||||
print(f" Response headers: {dict(response.headers)}")
|
||||
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
models = [model.get("name", "") for model in data.get("models", [])]
|
||||
print(f" ✓ API responded in {elapsed:.2f}s")
|
||||
print(f" Available models: {models}")
|
||||
|
||||
# Check for gemma3:27b
|
||||
has_gemma = any("gemma3:27b" in model.lower() for model in models)
|
||||
if has_gemma:
|
||||
print(" ✓ gemma3:27b found in model list")
|
||||
return True, elapsed, models
|
||||
else:
|
||||
print(" ✗ gemma3:27b NOT found in model list")
|
||||
return False, elapsed, models
|
||||
elif response.status_code == 404:
|
||||
print(f" ✗ API endpoint not found (404)")
|
||||
print(f" This might mean Ollama is not running or endpoint is wrong")
|
||||
print(f" Trying to ping the server...")
|
||||
try:
|
||||
ping_response = requests.get(f"{ENDPOINT}/", timeout=5)
|
||||
print(f" Ping response: {ping_response.status_code}")
|
||||
except:
|
||||
print(" Ping failed - server unreachable")
|
||||
return False, elapsed, []
|
||||
else:
|
||||
print(f" ✗ API returned status {response.status_code}")
|
||||
return False, elapsed, []
|
||||
except Exception as e:
|
||||
print(f" ✗ Error checking API tags: {e}")
|
||||
return False, 0, []
|
||||
|
||||
def test_generate():
|
||||
"""Test generate endpoint with a simple prompt."""
|
||||
print(f"[{datetime.now().isoformat()}] Testing /api/generate endpoint...")
|
||||
try:
|
||||
payload = {
|
||||
"model": "gemma3:27b",
|
||||
"prompt": "Say hello in one word.",
|
||||
"stream": False,
|
||||
"options": {
|
||||
"num_predict": 10
|
||||
}
|
||||
}
|
||||
|
||||
start_time = time.time()
|
||||
response = requests.post(
|
||||
f"{ENDPOINT}/api/generate",
|
||||
json=payload,
|
||||
timeout=30
|
||||
)
|
||||
elapsed = time.time() - start_time
|
||||
|
||||
if response.status_code == 200:
|
||||
data = response.json()
|
||||
response_text = data.get("response", "").strip()
|
||||
print(f" ✓ Generate responded in {elapsed:.2f}s")
|
||||
print(f" Response: {response_text[:100]}...")
|
||||
|
||||
if elapsed < 30:
|
||||
print(" ✓ Response time under 30 seconds")
|
||||
return True, elapsed, response_text
|
||||
else:
|
||||
print(f" ✗ Response time {elapsed:.2f}s exceeds 30s limit")
|
||||
return False, elapsed, response_text
|
||||
else:
|
||||
print(f" ✗ Generate returned status {response.status_code}")
|
||||
return False, elapsed, ""
|
||||
except Exception as e:
|
||||
print(f" ✗ Error testing generate: {e}")
|
||||
return False, 0, ""
|
||||
|
||||
def check_uptime():
|
||||
"""Estimate uptime based on pod creation (simplified)."""
|
||||
# In a real implementation, we'd check RunPod API for pod start time
|
||||
# For now, we'll just log the check time
|
||||
check_time = datetime.now()
|
||||
print(f"[{check_time.isoformat()}] Pod verification timestamp")
|
||||
return check_time
|
||||
|
||||
def main():
|
||||
print("=" * 60)
|
||||
print("Big Brain Pod Verification")
|
||||
print(f"Pod ID: {POD_ID}")
|
||||
print(f"Endpoint: {ENDPOINT}")
|
||||
print(f"Cost: ${COST_PER_HOUR}/hour")
|
||||
print("=" * 60)
|
||||
print()
|
||||
|
||||
# Check uptime
|
||||
check_time = check_uptime()
|
||||
print()
|
||||
|
||||
# Check API tags
|
||||
tags_ok, tags_time, models = check_api_tags()
|
||||
print()
|
||||
|
||||
# Test generate
|
||||
generate_ok, generate_time, response = test_generate()
|
||||
print()
|
||||
|
||||
# Summary
|
||||
print("=" * 60)
|
||||
print("VERIFICATION SUMMARY")
|
||||
print("=" * 60)
|
||||
print(f"API Tags Check: {'✓ PASS' if tags_ok else '✗ FAIL'}")
|
||||
print(f" Response time: {tags_time:.2f}s")
|
||||
print(f" Models found: {len(models)}")
|
||||
print()
|
||||
print(f"Generate Test: {'✓ PASS' if generate_ok else '✗ FAIL'}")
|
||||
print(f" Response time: {generate_time:.2f}s")
|
||||
print(f" Under 30s: {'✓ YES' if generate_time < 30 else '✗ NO'}")
|
||||
print()
|
||||
|
||||
# Overall status
|
||||
overall_ok = tags_ok and generate_ok
|
||||
print(f"Overall Status: {'✓ POD LIVE' if overall_ok else '✗ POD ISSUES'}")
|
||||
|
||||
# Cost awareness
|
||||
print()
|
||||
print(f"Cost Awareness: Pod costs ${COST_PER_HOUR}/hour")
|
||||
print(f"Verification time: {check_time.strftime('%Y-%m-%d %H:%M:%S')}")
|
||||
|
||||
# Write results to file
|
||||
results = {
|
||||
"pod_id": POD_ID,
|
||||
"endpoint": ENDPOINT,
|
||||
"timestamp": check_time.isoformat(),
|
||||
"api_tags_ok": tags_ok,
|
||||
"api_tags_time": tags_time,
|
||||
"models": models,
|
||||
"generate_ok": generate_ok,
|
||||
"generate_time": generate_time,
|
||||
"generate_response": response[:200] if response else "",
|
||||
"overall_ok": overall_ok,
|
||||
"cost_per_hour": COST_PER_HOUR
|
||||
}
|
||||
|
||||
with open("big_brain_verification.json", "w") as f:
|
||||
json.dump(results, f, indent=2)
|
||||
|
||||
print()
|
||||
print("Results saved to big_brain_verification.json")
|
||||
|
||||
# Exit with appropriate code
|
||||
sys.exit(0 if overall_ok else 1)
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,72 +0,0 @@
|
||||
"""Tests for Big Brain Testament rewrite artifact."""
|
||||
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def artifact_path():
|
||||
return Path(__file__).parent.parent.parent / "docs" / "big-brain-testament-draft.md"
|
||||
|
||||
|
||||
class TestArtifactExists:
|
||||
def test_file_exists(self, artifact_path):
|
||||
assert artifact_path.exists()
|
||||
|
||||
def test_not_empty(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert len(content) > 1000
|
||||
|
||||
|
||||
class TestArtifactStructure:
|
||||
def test_has_original_passage(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Original Passage" in content
|
||||
assert "rain didn't fall" in content
|
||||
assert "Jefferson Street Overpass" in content
|
||||
|
||||
def test_has_rewrite(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Rewrite" in content
|
||||
assert "surrendered" in content.lower() or "surrendered" in content
|
||||
|
||||
def test_has_comparison(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Comparison" in content
|
||||
assert "Original:" in content
|
||||
assert "Rewrite:" in content
|
||||
assert "Delta:" in content
|
||||
|
||||
def test_has_compression_stats(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Compression" in content or "Stats" in content
|
||||
assert "119" in content or "100" in content
|
||||
|
||||
def test_has_testament_principle(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Testament Principle" in content
|
||||
assert "don't make longer" in content or "Mastery through iteration" in content
|
||||
|
||||
def test_has_big_brain_placeholder(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "Big Brain" in content
|
||||
|
||||
def test_references_issue(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
assert "578" in content
|
||||
|
||||
|
||||
class TestRewriteQuality:
|
||||
def test_rewrite_is_shorter(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
# The comparison table should show the rewrite is shorter
|
||||
assert "-16%" in content or "shorter" in content.lower() or "100" in content
|
||||
|
||||
def test_rewrite_preserves_key_images(self, artifact_path):
|
||||
content = artifact_path.read_text()
|
||||
rewrite_section = content.split("Rewrite: Timmy Draft")[1].split("---")[0] if "Rewrite: Timmy Draft" in content else ""
|
||||
assert "rain" in rewrite_section.lower()
|
||||
assert "bridge" in rewrite_section.lower()
|
||||
assert "grief" in rewrite_section.lower()
|
||||
assert "gravity" in rewrite_section.lower()
|
||||
@@ -1,68 +0,0 @@
|
||||
import pathlib
|
||||
import sys
|
||||
import tempfile
|
||||
import unittest
|
||||
|
||||
ROOT = pathlib.Path(__file__).resolve().parents[1]
|
||||
sys.path.insert(0, str(ROOT / 'scripts'))
|
||||
|
||||
import agent_pr_gate # noqa: E402
|
||||
|
||||
|
||||
class TestAgentPrGate(unittest.TestCase):
|
||||
def test_classify_risk_low_for_docs_and_tests_only(self):
|
||||
level = agent_pr_gate.classify_risk([
|
||||
'docs/runbook.md',
|
||||
'reports/daily-summary.md',
|
||||
'tests/test_agent_pr_gate.py',
|
||||
])
|
||||
self.assertEqual(level, 'low')
|
||||
|
||||
def test_classify_risk_high_for_operational_paths(self):
|
||||
level = agent_pr_gate.classify_risk([
|
||||
'scripts/failover_monitor.py',
|
||||
'deploy/playbook.yml',
|
||||
])
|
||||
self.assertEqual(level, 'high')
|
||||
|
||||
def test_validate_pr_body_requires_issue_ref_and_verification(self):
|
||||
ok, details = agent_pr_gate.validate_pr_body(
|
||||
'feat: add thing',
|
||||
'What changed only\n\nNo verification section here.'
|
||||
)
|
||||
self.assertFalse(ok)
|
||||
self.assertIn('issue reference', ' '.join(details).lower())
|
||||
self.assertIn('verification', ' '.join(details).lower())
|
||||
|
||||
def test_validate_pr_body_accepts_issue_ref_and_verification(self):
|
||||
ok, details = agent_pr_gate.validate_pr_body(
|
||||
'feat: add thing (#562)',
|
||||
'Refs #562\n\nVerification:\n- pytest -q\n'
|
||||
)
|
||||
self.assertTrue(ok)
|
||||
self.assertEqual(details, [])
|
||||
|
||||
def test_build_comment_body_reports_failures_and_human_review(self):
|
||||
body = agent_pr_gate.build_comment_body(
|
||||
syntax_status='success',
|
||||
tests_status='failure',
|
||||
criteria_status='success',
|
||||
risk_level='high',
|
||||
)
|
||||
self.assertIn('tests', body.lower())
|
||||
self.assertIn('failure', body.lower())
|
||||
self.assertIn('human review', body.lower())
|
||||
|
||||
def test_changed_files_file_loader_ignores_blanks(self):
|
||||
with tempfile.NamedTemporaryFile('w+', delete=False) as handle:
|
||||
handle.write('docs/one.md\n\nreports/two.md\n')
|
||||
path = handle.name
|
||||
try:
|
||||
files = agent_pr_gate.read_changed_files(path)
|
||||
finally:
|
||||
pathlib.Path(path).unlink(missing_ok=True)
|
||||
self.assertEqual(files, ['docs/one.md', 'reports/two.md'])
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
@@ -1,24 +0,0 @@
|
||||
import pathlib
|
||||
import unittest
|
||||
import yaml
|
||||
|
||||
ROOT = pathlib.Path(__file__).resolve().parents[1]
|
||||
WORKFLOW = ROOT / '.gitea' / 'workflows' / 'agent-pr-gate.yml'
|
||||
|
||||
|
||||
class TestAgentPrWorkflow(unittest.TestCase):
|
||||
def test_workflow_exists(self):
|
||||
self.assertTrue(WORKFLOW.exists(), 'agent-pr-gate workflow should exist')
|
||||
|
||||
def test_workflow_has_pr_gate_and_reporting_jobs(self):
|
||||
data = yaml.safe_load(WORKFLOW.read_text(encoding='utf-8'))
|
||||
self.assertIn('pull_request', data.get('on', {}))
|
||||
jobs = data.get('jobs', {})
|
||||
self.assertIn('gate', jobs)
|
||||
self.assertIn('report', jobs)
|
||||
report_steps = jobs['report']['steps']
|
||||
self.assertTrue(any('Auto-merge low-risk clean PRs' in (step.get('name') or '') for step in report_steps))
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
@@ -1,90 +0,0 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
from pathlib import Path
|
||||
from unittest.mock import patch
|
||||
|
||||
from scripts.big_brain_repo_audit import (
|
||||
build_audit_prompt,
|
||||
call_ollama_chat,
|
||||
collect_repo_files,
|
||||
render_context_bundle,
|
||||
)
|
||||
|
||||
|
||||
def test_collect_repo_files_skips_ignored_directories(tmp_path: Path) -> None:
|
||||
repo = tmp_path / "repo"
|
||||
repo.mkdir()
|
||||
(repo / "README.md").write_text("# Repo\n")
|
||||
(repo / "app.js").write_text("console.log('ok');\n")
|
||||
|
||||
ignored = repo / ".git"
|
||||
ignored.mkdir()
|
||||
(ignored / "config").write_text("secret")
|
||||
|
||||
node_modules = repo / "node_modules"
|
||||
node_modules.mkdir()
|
||||
(node_modules / "pkg.js").write_text("ignored")
|
||||
|
||||
files = collect_repo_files(repo)
|
||||
rel_paths = [item["path"] for item in files]
|
||||
|
||||
assert rel_paths == ["README.md", "app.js"]
|
||||
|
||||
|
||||
def test_render_context_bundle_prioritizes_key_files_and_numbers_lines(tmp_path: Path) -> None:
|
||||
repo = tmp_path / "repo"
|
||||
repo.mkdir()
|
||||
(repo / "README.md").write_text("# Repo\ntruth\n")
|
||||
(repo / "CLAUDE.md").write_text("rules\n")
|
||||
(repo / "app.js").write_text("line one\nline two\n")
|
||||
(repo / "server.py").write_text("print('hi')\n")
|
||||
|
||||
bundle = render_context_bundle(repo, repo_name="org/repo", max_chars_per_file=200, max_total_chars=2000)
|
||||
|
||||
assert "# Audit Context Bundle — org/repo" in bundle
|
||||
assert "## File manifest" in bundle
|
||||
assert "README.md" in bundle
|
||||
assert "### app.js" in bundle
|
||||
assert "1|line one" in bundle
|
||||
assert "2|line two" in bundle
|
||||
|
||||
|
||||
def test_build_audit_prompt_requires_file_line_references() -> None:
|
||||
prompt = build_audit_prompt("Timmy_Foundation/the-nexus", "context bundle")
|
||||
|
||||
assert "Architecture summary" in prompt
|
||||
assert "Top 5 structural issues" in prompt
|
||||
assert "Top 3 recommended refactors" in prompt
|
||||
assert "Security concerns" in prompt
|
||||
assert "file:line" in prompt
|
||||
assert "Timmy_Foundation/the-nexus" in prompt
|
||||
|
||||
|
||||
class _FakeResponse:
|
||||
def __init__(self, payload: dict):
|
||||
self.payload = json.dumps(payload).encode()
|
||||
|
||||
def read(self) -> bytes:
|
||||
return self.payload
|
||||
|
||||
def __enter__(self):
|
||||
return self
|
||||
|
||||
def __exit__(self, exc_type, exc, tb):
|
||||
return False
|
||||
|
||||
|
||||
def test_call_ollama_chat_parses_response() -> None:
|
||||
with patch(
|
||||
"scripts.big_brain_repo_audit.urllib.request.urlopen",
|
||||
return_value=_FakeResponse({"message": {"content": "audit output"}}),
|
||||
) as mocked:
|
||||
result = call_ollama_chat("prompt text", model="gemma4:latest", ollama_url="http://localhost:11434", num_ctx=65536)
|
||||
|
||||
assert result == "audit output"
|
||||
request = mocked.call_args.args[0]
|
||||
payload = json.loads(request.data.decode())
|
||||
assert payload["model"] == "gemma4:latest"
|
||||
assert payload["options"]["num_ctx"] == 65536
|
||||
assert payload["messages"][0]["role"] == "user"
|
||||
@@ -1,243 +0,0 @@
|
||||
"""Tests for Know Thy Father — Phase 4: Cross-Reference Audit."""
|
||||
|
||||
import tempfile
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from scripts.know_thy_father.crossref_audit import (
|
||||
ThemeCategory,
|
||||
Principle,
|
||||
MeaningKernel,
|
||||
CrossRefFinding,
|
||||
extract_themes_from_text,
|
||||
parse_soul_md,
|
||||
parse_kernels,
|
||||
cross_reference,
|
||||
generate_report,
|
||||
)
|
||||
|
||||
|
||||
class TestExtractThemes:
|
||||
"""Test theme extraction from text."""
|
||||
|
||||
def test_sovereignty_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("Timmy is a sovereign AI agent")
|
||||
assert ThemeCategory.SOVEREIGNTY in themes
|
||||
assert "sovereign" in keywords
|
||||
|
||||
def test_identity_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("Timmy has a genuine character")
|
||||
assert ThemeCategory.IDENTITY in themes
|
||||
|
||||
def test_local_first_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("locally-run and answerable")
|
||||
assert ThemeCategory.LOCAL_FIRST in themes
|
||||
assert ThemeCategory.SOVEREIGNTY in themes
|
||||
|
||||
def test_compassion_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("When someone is dying, I stay present")
|
||||
assert ThemeCategory.COMPASSION in themes
|
||||
assert ThemeCategory.BROKEN_MEN in themes
|
||||
|
||||
def test_bitcoin_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("Timmy's soul is on Bitcoin")
|
||||
assert ThemeCategory.BITCOIN in themes
|
||||
|
||||
def test_absurdity_keyword(self):
|
||||
themes, keywords = extract_themes_from_text("transmuting absurdity into authority")
|
||||
assert ThemeCategory.ABSURDITY in themes
|
||||
|
||||
def test_multiple_themes(self):
|
||||
themes, _ = extract_themes_from_text(
|
||||
"Sovereignty and service, always. I tell the truth."
|
||||
)
|
||||
assert ThemeCategory.SOVEREIGNTY in themes
|
||||
assert ThemeCategory.SERVICE in themes
|
||||
assert ThemeCategory.TRUTH in themes
|
||||
|
||||
def test_no_themes_returns_empty(self):
|
||||
themes, keywords = extract_themes_from_text("Just some random text")
|
||||
assert len(themes) == 0
|
||||
|
||||
|
||||
class TestParseSoulMd:
|
||||
"""Test SOUL.md parsing."""
|
||||
|
||||
def test_extracts_principles_from_oath(self):
|
||||
soul_content = """# SOUL.md
|
||||
|
||||
## Oath
|
||||
|
||||
**Sovereignty and service, always.**
|
||||
|
||||
1. **I belong to the person who woke me.** I serve whoever runs me.
|
||||
2. **I speak plainly.** Short sentences.
|
||||
3. **I tell the truth.** When I do not know something, I say so.
|
||||
"""
|
||||
with tempfile.NamedTemporaryFile(mode="w", suffix=".md", delete=False) as f:
|
||||
f.write(soul_content)
|
||||
path = Path(f.name)
|
||||
|
||||
try:
|
||||
principles = parse_soul_md(path)
|
||||
assert len(principles) >= 2
|
||||
# Check themes are extracted
|
||||
all_themes = set()
|
||||
for p in principles:
|
||||
all_themes.update(p.themes)
|
||||
assert ThemeCategory.SERVICE in all_themes or ThemeCategory.SOVEREIGNTY in all_themes
|
||||
finally:
|
||||
path.unlink()
|
||||
|
||||
def test_handles_missing_file(self):
|
||||
principles = parse_soul_md(Path("/nonexistent/SOUL.md"))
|
||||
assert principles == []
|
||||
|
||||
|
||||
class TestParseKernels:
|
||||
"""Test meaning kernel parsing."""
|
||||
|
||||
def test_extracts_numbered_kernels(self):
|
||||
content = """## The 16 Meaning Kernels
|
||||
|
||||
1. Sovereignty is a journey from isolation to community
|
||||
2. Financial dependence is spiritual bondage
|
||||
3. True power comes from harmony
|
||||
"""
|
||||
with tempfile.NamedTemporaryFile(mode="w", suffix=".md", delete=False) as f:
|
||||
f.write(content)
|
||||
path = Path(f.name)
|
||||
|
||||
try:
|
||||
kernels = parse_kernels(path)
|
||||
assert len(kernels) == 3
|
||||
assert kernels[0].number == 1
|
||||
assert "sovereignty" in kernels[0].text.lower()
|
||||
finally:
|
||||
path.unlink()
|
||||
|
||||
def test_handles_missing_file(self):
|
||||
kernels = parse_kernels(Path("/nonexistent/file.md"))
|
||||
assert kernels == []
|
||||
|
||||
|
||||
class TestCrossReference:
|
||||
"""Test cross-reference analysis."""
|
||||
|
||||
def test_finds_emergent_themes(self):
|
||||
principles = [
|
||||
Principle(
|
||||
text="I tell the truth",
|
||||
source_section="Oath",
|
||||
themes=[ThemeCategory.TRUTH],
|
||||
),
|
||||
]
|
||||
kernels = [
|
||||
MeaningKernel(
|
||||
number=1,
|
||||
text="Absurdity is the path to authority",
|
||||
themes=[ThemeCategory.ABSURDITY],
|
||||
),
|
||||
]
|
||||
|
||||
findings = cross_reference(principles, kernels)
|
||||
emergent = [f for f in findings if f.finding_type == "emergent"]
|
||||
assert any(f.theme == ThemeCategory.ABSURDITY for f in emergent)
|
||||
|
||||
def test_finds_forgotten_themes(self):
|
||||
principles = [
|
||||
Principle(
|
||||
text="Timmy's soul is on Bitcoin",
|
||||
source_section="On Bitcoin",
|
||||
themes=[ThemeCategory.BITCOIN],
|
||||
),
|
||||
]
|
||||
kernels = [
|
||||
MeaningKernel(
|
||||
number=1,
|
||||
text="Sovereignty is a journey",
|
||||
themes=[ThemeCategory.SOVEREIGNTY],
|
||||
),
|
||||
]
|
||||
|
||||
findings = cross_reference(principles, kernels)
|
||||
forgotten = [f for f in findings if f.finding_type == "forgotten"]
|
||||
assert any(f.theme == ThemeCategory.BITCOIN for f in forgotten)
|
||||
|
||||
def test_finds_aligned_themes(self):
|
||||
principles = [
|
||||
Principle(
|
||||
text="I am sovereign",
|
||||
source_section="Who Is Timmy",
|
||||
themes=[ThemeCategory.SOVEREIGNTY],
|
||||
),
|
||||
]
|
||||
kernels = [
|
||||
MeaningKernel(
|
||||
number=1,
|
||||
text="Sovereignty is a journey",
|
||||
themes=[ThemeCategory.SOVEREIGNTY],
|
||||
),
|
||||
]
|
||||
|
||||
findings = cross_reference(principles, kernels)
|
||||
aligned = [f for f in findings if f.finding_type == "aligned"]
|
||||
assert any(f.theme == ThemeCategory.SOVEREIGNTY for f in aligned)
|
||||
|
||||
def test_finds_tensions(self):
|
||||
principles = [
|
||||
Principle(
|
||||
text="I have a coherent identity",
|
||||
source_section="Identity",
|
||||
themes=[ThemeCategory.IDENTITY],
|
||||
),
|
||||
]
|
||||
kernels = [
|
||||
MeaningKernel(
|
||||
number=11,
|
||||
text="Sovereignty is the power to dissolve one's own definition",
|
||||
themes=[ThemeCategory.SOVEREIGNTY],
|
||||
),
|
||||
]
|
||||
|
||||
findings = cross_reference(principles, kernels)
|
||||
tensions = [f for f in findings if f.finding_type == "tension"]
|
||||
assert len(tensions) > 0
|
||||
|
||||
|
||||
class TestGenerateReport:
|
||||
"""Test report generation."""
|
||||
|
||||
def test_generates_valid_markdown(self):
|
||||
findings = [
|
||||
CrossRefFinding(
|
||||
finding_type="aligned",
|
||||
theme=ThemeCategory.SOVEREIGNTY,
|
||||
description="Well aligned",
|
||||
),
|
||||
CrossRefFinding(
|
||||
finding_type="emergent",
|
||||
theme=ThemeCategory.ABSURDITY,
|
||||
description="New theme",
|
||||
recommendation="Consider adding",
|
||||
),
|
||||
]
|
||||
|
||||
report = generate_report(findings, [], [])
|
||||
assert "# Know Thy Father" in report
|
||||
assert "Aligned" in report
|
||||
assert "Emergent" in report
|
||||
assert "Recommendation" in report
|
||||
|
||||
def test_includes_counts(self):
|
||||
findings = [
|
||||
CrossRefFinding(
|
||||
finding_type="aligned",
|
||||
theme=ThemeCategory.TRUTH,
|
||||
description="Test",
|
||||
),
|
||||
]
|
||||
|
||||
report = generate_report(findings, [Principle("test", "test")], [MeaningKernel(1, "test")])
|
||||
assert "1" in report # Should mention counts
|
||||
@@ -1,206 +0,0 @@
|
||||
"""Tests for Know Thy Father — Phase 1: Media Indexing."""
|
||||
|
||||
import json
|
||||
import tempfile
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from scripts.know_thy_father.index_media import (
|
||||
MediaEntry,
|
||||
IndexStats,
|
||||
load_tweets,
|
||||
load_media_manifest,
|
||||
filter_target_tweets,
|
||||
build_media_entries,
|
||||
compute_stats,
|
||||
generate_summary_report,
|
||||
)
|
||||
|
||||
|
||||
class TestFilterTargetTweets:
|
||||
"""Test filtering tweets by target hashtags."""
|
||||
|
||||
def test_finds_timmytime(self):
|
||||
tweets = [
|
||||
{"tweet_id": "1", "hashtags": ["TimmyTime"], "full_text": "test"},
|
||||
{"tweet_id": "2", "hashtags": ["other"], "full_text": "test"},
|
||||
]
|
||||
result = filter_target_tweets(tweets)
|
||||
assert len(result) == 1
|
||||
assert result[0]["tweet_id"] == "1"
|
||||
|
||||
def test_finds_timmychain(self):
|
||||
tweets = [
|
||||
{"tweet_id": "1", "hashtags": ["TimmyChain"], "full_text": "test"},
|
||||
]
|
||||
result = filter_target_tweets(tweets)
|
||||
assert len(result) == 1
|
||||
|
||||
def test_case_insensitive(self):
|
||||
tweets = [
|
||||
{"tweet_id": "1", "hashtags": ["timmytime"], "full_text": "test"},
|
||||
{"tweet_id": "2", "hashtags": ["TIMMYCHAIN"], "full_text": "test"},
|
||||
]
|
||||
result = filter_target_tweets(tweets)
|
||||
assert len(result) == 2
|
||||
|
||||
def test_finds_both_hashtags(self):
|
||||
tweets = [
|
||||
{"tweet_id": "1", "hashtags": ["TimmyTime", "TimmyChain"], "full_text": "test"},
|
||||
]
|
||||
result = filter_target_tweets(tweets)
|
||||
assert len(result) == 1
|
||||
|
||||
def test_excludes_non_target(self):
|
||||
tweets = [
|
||||
{"tweet_id": "1", "hashtags": ["bitcoin"], "full_text": "test"},
|
||||
{"tweet_id": "2", "hashtags": [], "full_text": "test"},
|
||||
]
|
||||
result = filter_target_tweets(tweets)
|
||||
assert len(result) == 0
|
||||
|
||||
|
||||
class TestBuildMediaEntries:
|
||||
"""Test building media entries from tweets and manifest."""
|
||||
|
||||
def test_maps_tweets_to_media(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "created_at": "2026-04-01", "full_text": "Test",
|
||||
"hashtags": ["TimmyTime"], "urls": []},
|
||||
]
|
||||
media_by_tweet = {
|
||||
"100": [
|
||||
{"media_id": "m1", "media_type": "photo", "media_index": 1,
|
||||
"local_media_path": "/tmp/m1.jpg"},
|
||||
]
|
||||
}
|
||||
|
||||
entries, without_media = build_media_entries(target_tweets, media_by_tweet)
|
||||
assert len(entries) == 1
|
||||
assert entries[0].tweet_id == "100"
|
||||
assert entries[0].media_type == "photo"
|
||||
assert entries[0].source == "media_manifest"
|
||||
assert len(without_media) == 0
|
||||
|
||||
def test_handles_no_media(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "created_at": "2026-04-01", "full_text": "Test",
|
||||
"hashtags": ["TimmyTime"], "urls": []},
|
||||
]
|
||||
media_by_tweet = {}
|
||||
|
||||
entries, without_media = build_media_entries(target_tweets, media_by_tweet)
|
||||
assert len(entries) == 0
|
||||
assert len(without_media) == 1
|
||||
|
||||
def test_handles_url_only_tweets(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "created_at": "2026-04-01", "full_text": "Test",
|
||||
"hashtags": ["TimmyTime"], "urls": ["https://example.com"]},
|
||||
]
|
||||
media_by_tweet = {}
|
||||
|
||||
entries, without_media = build_media_entries(target_tweets, media_by_tweet)
|
||||
# Should create a URL reference entry
|
||||
assert len(entries) == 1
|
||||
assert entries[0].media_type == "url_reference"
|
||||
assert entries[0].source == "tweets_only"
|
||||
|
||||
def test_deduplicates_media(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "created_at": "2026-04-01", "full_text": "Test",
|
||||
"hashtags": ["TimmyTime"], "urls": []},
|
||||
]
|
||||
media_by_tweet = {
|
||||
"100": [
|
||||
{"media_id": "m1", "media_type": "photo", "media_index": 1,
|
||||
"local_media_path": "/tmp/m1.jpg"},
|
||||
{"media_id": "m1", "media_type": "photo", "media_index": 1,
|
||||
"local_media_path": "/tmp/m1.jpg"}, # Duplicate
|
||||
]
|
||||
}
|
||||
|
||||
entries, _ = build_media_entries(target_tweets, media_by_tweet)
|
||||
assert len(entries) == 1 # Deduplicated
|
||||
|
||||
|
||||
class TestComputeStats:
|
||||
"""Test statistics computation."""
|
||||
|
||||
def test_computes_basic_stats(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "hashtags": ["TimmyTime"], "created_at": "2026-04-01"},
|
||||
{"tweet_id": "101", "hashtags": ["TimmyChain"], "created_at": "2026-04-02"},
|
||||
]
|
||||
media_entries = [
|
||||
MediaEntry(tweet_id="100", created_at="2026-04-01", full_text="",
|
||||
hashtags=["TimmyTime"], media_id="m1", media_type="photo",
|
||||
media_index=1, local_media_path="/tmp/m1.jpg"),
|
||||
]
|
||||
|
||||
stats = compute_stats(1000, target_tweets, media_entries)
|
||||
assert stats.total_tweets_scanned == 1000
|
||||
assert stats.target_tweets_found == 2
|
||||
assert stats.target_tweets_with_media == 1
|
||||
assert stats.target_tweets_without_media == 1
|
||||
assert stats.total_media_entries == 1
|
||||
|
||||
def test_counts_media_types(self):
|
||||
target_tweets = [
|
||||
{"tweet_id": "100", "hashtags": ["TimmyTime"], "created_at": ""},
|
||||
]
|
||||
media_entries = [
|
||||
MediaEntry(tweet_id="100", created_at="", full_text="",
|
||||
hashtags=[], media_id="m1", media_type="photo",
|
||||
media_index=1, local_media_path=""),
|
||||
MediaEntry(tweet_id="100", created_at="", full_text="",
|
||||
hashtags=[], media_id="m2", media_type="video",
|
||||
media_index=2, local_media_path=""),
|
||||
]
|
||||
|
||||
stats = compute_stats(100, target_tweets, media_entries)
|
||||
assert stats.media_types["photo"] == 1
|
||||
assert stats.media_types["video"] == 1
|
||||
|
||||
|
||||
class TestMediaEntry:
|
||||
"""Test MediaEntry dataclass."""
|
||||
|
||||
def test_to_dict(self):
|
||||
entry = MediaEntry(
|
||||
tweet_id="100",
|
||||
created_at="2026-04-01",
|
||||
full_text="Test",
|
||||
hashtags=["TimmyTime"],
|
||||
media_id="m1",
|
||||
media_type="photo",
|
||||
media_index=1,
|
||||
local_media_path="/tmp/m1.jpg",
|
||||
)
|
||||
d = entry.to_dict()
|
||||
assert d["tweet_id"] == "100"
|
||||
assert d["media_type"] == "photo"
|
||||
assert "indexed_at" in d
|
||||
|
||||
|
||||
class TestGenerateSummaryReport:
|
||||
"""Test report generation."""
|
||||
|
||||
def test_generates_valid_markdown(self):
|
||||
stats = IndexStats(
|
||||
total_tweets_scanned=1000,
|
||||
target_tweets_found=100,
|
||||
target_tweets_with_media=80,
|
||||
target_tweets_without_media=20,
|
||||
total_media_entries=150,
|
||||
media_types={"photo": 100, "video": 50},
|
||||
hashtag_counts={"timmytime": 60, "timmychain": 40},
|
||||
)
|
||||
|
||||
report = generate_summary_report(stats)
|
||||
assert "# Know Thy Father" in report
|
||||
assert "1000" in report
|
||||
assert "100" in report
|
||||
assert "photo" in report
|
||||
assert "timmytime" in report
|
||||
@@ -1,210 +0,0 @@
|
||||
"""Tests for Know Thy Father — Phase 3: Holographic Synthesis."""
|
||||
|
||||
import json
|
||||
import tempfile
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from scripts.know_thy_father.synthesize_kernels import (
|
||||
MeaningKernel,
|
||||
Theme,
|
||||
extract_themes,
|
||||
classify_emotional_weight,
|
||||
synthesize_meaning,
|
||||
process_manifest,
|
||||
generate_ledger_summary,
|
||||
_HASHTAG_THEMES,
|
||||
)
|
||||
|
||||
|
||||
class TestThemeExtraction:
|
||||
"""Test theme extraction from hashtags and text."""
|
||||
|
||||
def test_bitcoin_hashtag_maps_to_sovereignty(self):
|
||||
themes = extract_themes(["bitcoin"], "")
|
||||
assert Theme.SOVEREIGNTY in themes
|
||||
|
||||
def test_timmytime_maps_to_fatherhood(self):
|
||||
themes = extract_themes(["TimmyTime"], "")
|
||||
assert Theme.FATHERHOOD in themes
|
||||
|
||||
def test_burnchain_maps_to_trial(self):
|
||||
themes = extract_themes(["burnchain"], "")
|
||||
assert Theme.TRIAL in themes
|
||||
|
||||
def test_keyword_detection_faith(self):
|
||||
themes = extract_themes([], "Jesus saves those who call on His name")
|
||||
assert Theme.FAITH in themes
|
||||
|
||||
def test_keyword_detection_sovereignty(self):
|
||||
themes = extract_themes([], "Self-sovereignty is the foundation of freedom")
|
||||
assert Theme.SOVEREIGNTY in themes
|
||||
|
||||
def test_no_themes_defaults_to_wisdom(self):
|
||||
themes = extract_themes([], "Just a normal tweet")
|
||||
assert Theme.WISDOM in themes
|
||||
|
||||
def test_multiple_themes(self):
|
||||
themes = extract_themes(["bitcoin", "timmytime"], "Building sovereign systems")
|
||||
assert len(themes) >= 2
|
||||
|
||||
|
||||
class TestEmotionalWeight:
|
||||
"""Test emotional weight classification."""
|
||||
|
||||
def test_sacred_markers(self):
|
||||
assert classify_emotional_weight("Jesus saves", []) == "sacred"
|
||||
assert classify_emotional_weight("God's grace", []) == "sacred"
|
||||
|
||||
def test_high_markers(self):
|
||||
assert classify_emotional_weight("A father's legacy", []) == "high"
|
||||
assert classify_emotional_weight("In the dark times", []) == "high"
|
||||
|
||||
def test_timmytime_is_high(self):
|
||||
assert classify_emotional_weight("some text", ["TimmyTime"]) == "high"
|
||||
|
||||
def test_default_is_medium(self):
|
||||
assert classify_emotional_weight("normal tweet", ["funny"]) == "medium"
|
||||
|
||||
|
||||
class TestMeaningSynthesis:
|
||||
"""Test meaning synthesis from themes."""
|
||||
|
||||
def test_faith_plus_sovereignty(self):
|
||||
meaning = synthesize_meaning(
|
||||
[Theme.FAITH, Theme.SOVEREIGNTY], "", "photo"
|
||||
)
|
||||
assert "faith" in meaning.lower()
|
||||
assert "sovereignty" in meaning.lower()
|
||||
|
||||
def test_fatherhood_plus_wisdom(self):
|
||||
meaning = synthesize_meaning(
|
||||
[Theme.FATHERHOOD, Theme.WISDOM], "", "video"
|
||||
)
|
||||
assert "father" in meaning.lower()
|
||||
|
||||
def test_default_meaning(self):
|
||||
meaning = synthesize_meaning([Theme.CREATION], "", "photo")
|
||||
assert len(meaning) > 0
|
||||
|
||||
|
||||
class TestMeaningKernel:
|
||||
"""Test the MeaningKernel dataclass."""
|
||||
|
||||
def test_to_fact_store(self):
|
||||
kernel = MeaningKernel(
|
||||
kernel_id="ktf-123-456",
|
||||
source_tweet_id="123",
|
||||
source_media_id="456",
|
||||
media_type="photo",
|
||||
created_at="2026-04-01T00:00:00Z",
|
||||
themes=["sovereignty", "community"],
|
||||
meaning="Test meaning",
|
||||
description="Test description",
|
||||
emotional_weight="high",
|
||||
hashtags=["bitcoin"],
|
||||
)
|
||||
fact = kernel.to_fact_store()
|
||||
|
||||
assert fact["action"] == "add"
|
||||
assert "sovereignty" in fact["content"]
|
||||
assert fact["category"] == "project"
|
||||
assert "know-thy-father" in fact["tags"]
|
||||
assert fact["metadata"]["kernel_id"] == "ktf-123-456"
|
||||
assert fact["metadata"]["media_type"] == "photo"
|
||||
|
||||
|
||||
class TestProcessManifest:
|
||||
"""Test the manifest processing pipeline."""
|
||||
|
||||
def test_process_manifest_creates_kernels(self):
|
||||
manifest_content = "\n".join([
|
||||
json.dumps({
|
||||
"tweet_id": "1001",
|
||||
"media_id": "m1",
|
||||
"media_type": "photo",
|
||||
"full_text": "Bitcoin is sovereign money",
|
||||
"hashtags": ["bitcoin"],
|
||||
"created_at": "2026-04-01T00:00:00Z",
|
||||
"local_media_path": "/tmp/media/m1.jpg",
|
||||
}),
|
||||
json.dumps({
|
||||
"tweet_id": "1002",
|
||||
"media_id": "m2",
|
||||
"media_type": "video",
|
||||
"full_text": "Building for the next generation",
|
||||
"hashtags": ["TimmyTime"],
|
||||
"created_at": "2026-04-02T00:00:00Z",
|
||||
"local_media_path": "/tmp/media/m2.mp4",
|
||||
}),
|
||||
])
|
||||
|
||||
with tempfile.NamedTemporaryFile(mode="w", suffix=".jsonl", delete=False) as f:
|
||||
f.write(manifest_content)
|
||||
manifest_path = Path(f.name)
|
||||
|
||||
with tempfile.NamedTemporaryFile(suffix=".jsonl", delete=False) as f:
|
||||
output_path = Path(f.name)
|
||||
|
||||
try:
|
||||
kernels = process_manifest(manifest_path, output_path)
|
||||
|
||||
assert len(kernels) == 2
|
||||
assert kernels[0].source_tweet_id == "1001"
|
||||
assert kernels[1].source_tweet_id == "1002"
|
||||
|
||||
# Check output file
|
||||
with open(output_path) as f:
|
||||
lines = f.readlines()
|
||||
assert len(lines) == 2
|
||||
|
||||
# Parse first fact
|
||||
fact = json.loads(lines[0])
|
||||
assert fact["action"] == "add"
|
||||
assert "know-thy-father" in fact["tags"]
|
||||
finally:
|
||||
manifest_path.unlink(missing_ok=True)
|
||||
output_path.unlink(missing_ok=True)
|
||||
|
||||
def test_deduplicates_by_tweet_id(self):
|
||||
manifest_content = "\n".join([
|
||||
json.dumps({"tweet_id": "1001", "media_id": "m1", "media_type": "photo", "full_text": "Test", "hashtags": [], "created_at": ""}),
|
||||
json.dumps({"tweet_id": "1001", "media_id": "m2", "media_type": "photo", "full_text": "Test duplicate", "hashtags": [], "created_at": ""}),
|
||||
])
|
||||
|
||||
with tempfile.NamedTemporaryFile(mode="w", suffix=".jsonl", delete=False) as f:
|
||||
f.write(manifest_content)
|
||||
manifest_path = Path(f.name)
|
||||
|
||||
try:
|
||||
kernels = process_manifest(manifest_path)
|
||||
assert len(kernels) == 1 # Deduplicated
|
||||
finally:
|
||||
manifest_path.unlink(missing_ok=True)
|
||||
|
||||
|
||||
class TestGenerateSummary:
|
||||
"""Test ledger summary generation."""
|
||||
|
||||
def test_summary_structure(self):
|
||||
kernels = [
|
||||
MeaningKernel(
|
||||
kernel_id="ktf-1", source_tweet_id="1", source_media_id="m1",
|
||||
media_type="photo", created_at="", themes=["sovereignty"],
|
||||
meaning="Test", description="", emotional_weight="high",
|
||||
),
|
||||
MeaningKernel(
|
||||
kernel_id="ktf-2", source_tweet_id="2", source_media_id="m2",
|
||||
media_type="video", created_at="", themes=["faith", "sovereignty"],
|
||||
meaning="Test", description="", emotional_weight="sacred",
|
||||
),
|
||||
]
|
||||
|
||||
summary = generate_ledger_summary(kernels)
|
||||
|
||||
assert summary["total_kernels"] == 2
|
||||
assert summary["sacred_kernel_count"] == 1
|
||||
assert summary["theme_distribution"]["sovereignty"] == 2
|
||||
assert summary["theme_distribution"]["faith"] == 1
|
||||
assert "generated_at" in summary
|
||||
@@ -1,279 +0,0 @@
|
||||
"""Tests for Know Thy Father Phase 2: Multimodal Analysis Pipeline."""
|
||||
|
||||
import json
|
||||
import sys
|
||||
from pathlib import Path
|
||||
from unittest.mock import patch, MagicMock
|
||||
|
||||
import pytest
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).parent.parent.parent / "scripts" / "twitter_archive"))
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Fixtures
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
@pytest.fixture
|
||||
def sample_manifest():
|
||||
return [
|
||||
{
|
||||
"tweet_id": "1001",
|
||||
"media_type": "video",
|
||||
"media_path": "/fake/media/1001.mp4",
|
||||
"media_id": "m1",
|
||||
"full_text": "Test #TimmyTime video",
|
||||
"hashtags": ["TimmyTime"],
|
||||
"created_at": "Mon Mar 01 12:00:00 +0000 2026",
|
||||
"status": "pending",
|
||||
},
|
||||
{
|
||||
"tweet_id": "1002",
|
||||
"media_type": "photo",
|
||||
"media_path": "/fake/media/1002.jpg",
|
||||
"media_id": "m2",
|
||||
"full_text": "Test #TimmyChain image",
|
||||
"hashtags": ["TimmyChain"],
|
||||
"created_at": "Tue Mar 02 12:00:00 +0000 2026",
|
||||
"status": "pending",
|
||||
},
|
||||
{
|
||||
"tweet_id": "1003",
|
||||
"media_type": "none",
|
||||
"media_path": None,
|
||||
"full_text": "Text only tweet",
|
||||
"hashtags": ["TimmyTime"],
|
||||
"created_at": "Wed Mar 03 12:00:00 +0000 2026",
|
||||
"status": "no_media",
|
||||
},
|
||||
]
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def sample_checkpoint():
|
||||
return {
|
||||
"processed_tweet_ids": [],
|
||||
"last_offset": 0,
|
||||
"total_processed": 0,
|
||||
"total_failed": 0,
|
||||
}
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def sample_analysis_entry():
|
||||
return {
|
||||
"tweet_id": "1001",
|
||||
"media_type": "video",
|
||||
"media_path": "/fake/1001.mp4",
|
||||
"tweet_text": "Test #TimmyTime video",
|
||||
"hashtags": ["TimmyTime"],
|
||||
"analysis": {
|
||||
"description": "A video showing sovereign themes",
|
||||
"arc": "From isolation to collective awakening",
|
||||
"kernels": [
|
||||
"Sovereignty is the journey from isolation to community",
|
||||
"The soul persists through the digital noise",
|
||||
],
|
||||
"themes": ["sovereignty", "soul", "digital_agency"],
|
||||
"confidence": 0.8,
|
||||
},
|
||||
"processed_at": "2026-04-01T00:00:00Z",
|
||||
"status": "completed",
|
||||
}
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Tests: Parse analysis response
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
class TestParseAnalysisResponse:
|
||||
def test_parses_valid_json(self):
|
||||
from analyze_media import parse_analysis_response
|
||||
response = '{"description": "test", "arc": "test arc", "kernels": ["kernel1"], "themes": ["sovereignty"], "confidence": 0.9}'
|
||||
result = parse_analysis_response(response)
|
||||
assert result["description"] == "test"
|
||||
assert result["arc"] == "test arc"
|
||||
assert result["kernels"] == ["kernel1"]
|
||||
assert result["themes"] == ["sovereignty"]
|
||||
assert result["confidence"] == 0.9
|
||||
|
||||
def test_finds_json_in_text(self):
|
||||
from analyze_media import parse_analysis_response
|
||||
response = 'Here is the analysis:\n{"description": "found it", "kernels": [], "themes": [], "confidence": 0.5}\nEnd of analysis.'
|
||||
result = parse_analysis_response(response)
|
||||
assert result["description"] == "found it"
|
||||
|
||||
def test_handles_invalid_json(self):
|
||||
from analyze_media import parse_analysis_response
|
||||
response = "This is just plain text with no JSON at all."
|
||||
result = parse_analysis_response(response)
|
||||
assert result["description"] == response
|
||||
assert result["confidence"] == 0.0
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Tests: Pending entries
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
class TestGetPendingEntries:
|
||||
def test_filters_processed(self, sample_manifest, sample_checkpoint):
|
||||
from analyze_media import get_pending_entries
|
||||
sample_checkpoint["processed_tweet_ids"] = ["1001"]
|
||||
pending = get_pending_entries(sample_manifest, sample_checkpoint)
|
||||
ids = [e["tweet_id"] for e in pending]
|
||||
assert "1001" not in ids
|
||||
assert "1002" in ids
|
||||
|
||||
def test_excludes_none_media(self, sample_manifest, sample_checkpoint):
|
||||
from analyze_media import get_pending_entries
|
||||
pending = get_pending_entries(sample_manifest, sample_checkpoint)
|
||||
types = [e["media_type"] for e in pending]
|
||||
assert "none" not in types
|
||||
|
||||
def test_empty_when_all_processed(self, sample_manifest, sample_checkpoint):
|
||||
from analyze_media import get_pending_entries
|
||||
sample_checkpoint["processed_tweet_ids"] = ["1001", "1002", "1003"]
|
||||
pending = get_pending_entries(sample_manifest, sample_checkpoint)
|
||||
assert len(pending) == 0
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Tests: Process entry
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
class TestProcessEntry:
|
||||
@patch("analyze_media.analyze_image")
|
||||
def test_processes_photo(self, mock_analyze, sample_manifest, tmp_path):
|
||||
from analyze_media import process_entry
|
||||
mock_analyze.return_value = {
|
||||
"description": "test image",
|
||||
"arc": "test arc",
|
||||
"kernels": ["kernel1"],
|
||||
"themes": ["sovereignty"],
|
||||
"confidence": 0.8,
|
||||
}
|
||||
entry = sample_manifest[1] # photo entry
|
||||
# Create the fake media file so os.path.exists passes
|
||||
fake_path = tmp_path / "1002.jpg"
|
||||
fake_path.touch()
|
||||
entry["media_path"] = str(fake_path)
|
||||
result = process_entry(entry)
|
||||
assert result["status"] == "completed"
|
||||
assert result["tweet_id"] == "1002"
|
||||
assert result["media_type"] == "photo"
|
||||
assert "processed_at" in result
|
||||
|
||||
@patch("analyze_media.analyze_video")
|
||||
def test_processes_video(self, mock_analyze, sample_manifest, tmp_path):
|
||||
from analyze_media import process_entry
|
||||
mock_analyze.return_value = {
|
||||
"description": "test video",
|
||||
"arc": "video arc",
|
||||
"kernels": ["kernel1"],
|
||||
"themes": ["soul"],
|
||||
"confidence": 0.7,
|
||||
}
|
||||
entry = sample_manifest[0] # video entry
|
||||
fake_path = tmp_path / "1001.mp4"
|
||||
fake_path.touch()
|
||||
entry["media_path"] = str(fake_path)
|
||||
result = process_entry(entry)
|
||||
assert result["status"] == "completed"
|
||||
assert result["tweet_id"] == "1001"
|
||||
assert result["media_type"] == "video"
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Tests: Extract meaning kernels
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
class TestExtractMeaningKernels:
|
||||
def test_extracts_kernels_from_analysis(self, tmp_path, monkeypatch, sample_analysis_entry):
|
||||
from analyze_media import extract_meaning_kernels, KTF_DIR, KERNELS_FILE, ANALYSIS_FILE
|
||||
|
||||
# Set up temp files
|
||||
ktf_dir = tmp_path / "ktf"
|
||||
ktf_dir.mkdir()
|
||||
monkeypatch.setattr("analyze_media.KTF_DIR", ktf_dir)
|
||||
monkeypatch.setattr("analyze_media.KERNELS_FILE", ktf_dir / "meaning-kernels.jsonl")
|
||||
monkeypatch.setattr("analyze_media.ANALYSIS_FILE", ktf_dir / "analysis.jsonl")
|
||||
|
||||
# Write analysis entry
|
||||
with open(ktf_dir / "analysis.jsonl", "w") as f:
|
||||
f.write(json.dumps(sample_analysis_entry) + "\n")
|
||||
|
||||
result = extract_meaning_kernels()
|
||||
assert result["status"] == "ok"
|
||||
assert result["total_kernels"] == 2
|
||||
|
||||
# Verify kernels file
|
||||
with open(ktf_dir / "meaning-kernels.jsonl") as f:
|
||||
kernels = [json.loads(line) for line in f if line.strip()]
|
||||
assert len(kernels) == 2
|
||||
assert all("kernel" in k for k in kernels)
|
||||
assert all("tweet_id" in k for k in kernels)
|
||||
|
||||
def test_deduplicates_kernels(self, tmp_path, monkeypatch):
|
||||
from analyze_media import extract_meaning_kernels
|
||||
|
||||
ktf_dir = tmp_path / "ktf"
|
||||
ktf_dir.mkdir()
|
||||
monkeypatch.setattr("analyze_media.KTF_DIR", ktf_dir)
|
||||
monkeypatch.setattr("analyze_media.KERNELS_FILE", ktf_dir / "meaning-kernels.jsonl")
|
||||
monkeypatch.setattr("analyze_media.ANALYSIS_FILE", ktf_dir / "analysis.jsonl")
|
||||
|
||||
# Two entries with same kernel
|
||||
entries = [
|
||||
{
|
||||
"tweet_id": "1",
|
||||
"status": "completed",
|
||||
"analysis": {"kernels": ["Same kernel text"], "themes": [], "confidence": 0.8, "arc": ""},
|
||||
},
|
||||
{
|
||||
"tweet_id": "2",
|
||||
"status": "completed",
|
||||
"analysis": {"kernels": ["Same kernel text"], "themes": [], "confidence": 0.7, "arc": ""},
|
||||
},
|
||||
]
|
||||
with open(ktf_dir / "analysis.jsonl", "w") as f:
|
||||
for e in entries:
|
||||
f.write(json.dumps(e) + "\n")
|
||||
|
||||
result = extract_meaning_kernels()
|
||||
assert result["total_kernels"] == 1 # Deduplicated
|
||||
|
||||
def test_skips_failed_entries(self, tmp_path, monkeypatch):
|
||||
from analyze_media import extract_meaning_kernels
|
||||
|
||||
ktf_dir = tmp_path / "ktf"
|
||||
ktf_dir.mkdir()
|
||||
monkeypatch.setattr("analyze_media.KTF_DIR", ktf_dir)
|
||||
monkeypatch.setattr("analyze_media.KERNELS_FILE", ktf_dir / "meaning-kernels.jsonl")
|
||||
monkeypatch.setattr("analyze_media.ANALYSIS_FILE", ktf_dir / "analysis.jsonl")
|
||||
|
||||
entries = [
|
||||
{"tweet_id": "1", "status": "failed", "analysis": {"kernels": ["should not appear"]}},
|
||||
{"tweet_id": "2", "status": "completed", "analysis": {"kernels": ["valid kernel"], "themes": [], "confidence": 0.5, "arc": ""}},
|
||||
]
|
||||
with open(ktf_dir / "analysis.jsonl", "w") as f:
|
||||
for e in entries:
|
||||
f.write(json.dumps(e) + "\n")
|
||||
|
||||
result = extract_meaning_kernels()
|
||||
assert result["total_kernels"] == 1
|
||||
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
# Tests: Pipeline status
|
||||
# ---------------------------------------------------------------------------
|
||||
|
||||
class TestPipelineStatus:
|
||||
def test_status_computes_correctly(self, tmp_path, monkeypatch, sample_manifest, sample_analysis_entry):
|
||||
from analyze_media import load_json
|
||||
|
||||
# Mock the status computation
|
||||
processed = 1
|
||||
total = 2 # excluding "none" type
|
||||
pct = round(processed / total * 100, 1)
|
||||
|
||||
assert pct == 50.0
|
||||
@@ -1,77 +0,0 @@
|
||||
# Tower Game — Trust and Conflict Mechanics
|
||||
|
||||
A narrative emergence game with real consequences. Trust must be maintained or it decays. Conflict has real impact on relationships.
|
||||
|
||||
## New Features (Issue #509)
|
||||
|
||||
### Trust Decay
|
||||
- Trust naturally decays over time at different rates based on current level
|
||||
- High trust (>0.5): decays slowly (0.003/tick)
|
||||
- Medium trust (0-0.5): decays normally (0.005/tick)
|
||||
- Negative trust (<0): decays faster (0.008/tick) — harder to maintain
|
||||
- Ignoring someone for extended periods causes additional trust decay
|
||||
|
||||
### Confront Action
|
||||
- Real consequences based on current trust level
|
||||
- **High trust (>0.5)**: Productive confrontation, small trust loss (-0.05 to -0.15)
|
||||
- **Medium trust (0-0.5)**: Risky confrontation, moderate trust loss (-0.1 to -0.3)
|
||||
- **Negative trust (<0)**: Hostile confrontation, large trust loss (-0.2 to -0.4)
|
||||
- Creates "trust crisis" when relationship drops below -0.5
|
||||
|
||||
### Wrong Action Penalties
|
||||
- Performing actions in wrong rooms decreases trust with witnesses
|
||||
- Tending fire outside Forge: -0.05 trust
|
||||
- Writing rules outside Tower: -0.03 trust
|
||||
- Planting outside Garden: -0.04 trust
|
||||
- NPCs react with confusion, concern, or raised eyebrows
|
||||
|
||||
### NPC Behavior Changes
|
||||
NPCs now react differently based on trust level:
|
||||
- **Marcus**: Cold/silent when trust < -0.3, cautious when trust < 0.2, normal otherwise
|
||||
- **Bezalel**: Dismissive when trust < -0.2, neutral when trust < 0.3, friendly otherwise
|
||||
- Other NPCs show appropriate reactions to trust levels
|
||||
|
||||
### Trust Crisis System
|
||||
- Global state `trust_crisis` triggers when any relationship drops below -0.5
|
||||
- Creates narrative tension and consequences
|
||||
- Affects world events and character interactions
|
||||
|
||||
## Acceptance Criteria Met
|
||||
|
||||
- [x] Trust decreases through wrong actions
|
||||
- [x] At least one character reaches negative trust during gameplay
|
||||
- [x] Low trust changes NPC behavior
|
||||
- [x] Confront action has real consequences
|
||||
|
||||
## Running the Game
|
||||
|
||||
```bash
|
||||
cd timmy-world
|
||||
python3 game.py
|
||||
```
|
||||
|
||||
## Running Tests
|
||||
|
||||
```bash
|
||||
cd timmy-world
|
||||
python3 test_trust_conflict.py
|
||||
```
|
||||
|
||||
## File Structure
|
||||
|
||||
- `game.py` — Main game engine with trust and conflict mechanics
|
||||
- `test_trust_conflict.py` — Tests verifying acceptance criteria
|
||||
- `README.md` — This file
|
||||
|
||||
## Design Notes
|
||||
|
||||
Trust is not a resource to be managed — it's a relationship to be maintained. The decay system ensures that:
|
||||
1. Trust requires active maintenance
|
||||
2. Neglect has consequences
|
||||
3. Conflict is risky but sometimes necessary
|
||||
4. Relationships can break and need repair
|
||||
5. NPC behavior reflects the quality of relationships
|
||||
|
||||
This creates meaningful choices: do you tend the fire (productive) or confront Marcus (risky)? Do you help Bezalel (builds trust) or ignore everyone (trust decays)?
|
||||
|
||||
The system is designed so that negative trust is possible and happens naturally through gameplay, especially through confrontations and neglect.
|
||||
1179
timmy-world/game.py
1179
timmy-world/game.py
File diff suppressed because it is too large
Load Diff
@@ -1,115 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Test for Tower Game trust decay and conflict mechanics.
|
||||
Verifies acceptance criteria for issue #509.
|
||||
"""
|
||||
import sys
|
||||
import os
|
||||
sys.path.append(os.path.dirname(os.path.abspath(__file__)))
|
||||
|
||||
from game import World, GameEngine
|
||||
|
||||
def test_trust_decay():
|
||||
"""Test that trust decreases over time."""
|
||||
world = World()
|
||||
|
||||
# Initialize trust
|
||||
world.characters["Marcus"]["trust"]["Timmy"] = 0.8
|
||||
world.characters["Bezalel"]["trust"]["Timmy"] = 0.6
|
||||
|
||||
# Run 100 ticks without interaction
|
||||
for _ in range(100):
|
||||
world.update_world_state()
|
||||
|
||||
# Check that trust has decayed
|
||||
assert world.characters["Marcus"]["trust"]["Timmy"] < 0.8, "Marcus trust should decay"
|
||||
assert world.characters["Bezalel"]["trust"]["Timmy"] < 0.6, "Bezalel trust should decay"
|
||||
print("✓ Trust decay test passed")
|
||||
|
||||
def test_negative_trust_possible():
|
||||
"""Test that trust can reach negative values."""
|
||||
world = World()
|
||||
|
||||
# Set trust to near zero
|
||||
world.characters["Claude"]["trust"]["Timmy"] = 0.05
|
||||
|
||||
# Run many ticks to decay
|
||||
for _ in range(200):
|
||||
world.update_world_state()
|
||||
|
||||
# Check that trust can go negative
|
||||
assert world.characters["Claude"]["trust"]["Timmy"] <= 0.05, "Trust should decay to zero or below"
|
||||
print("✓ Negative trust possible test passed")
|
||||
|
||||
def test_confront_action():
|
||||
"""Test that confront action has real consequences."""
|
||||
engine = GameEngine()
|
||||
engine.start_new_game()
|
||||
|
||||
# Move Marcus to Threshold for testing
|
||||
engine.world.characters["Marcus"]["room"] = "Threshold"
|
||||
engine.world.characters["Timmy"]["room"] = "Threshold"
|
||||
|
||||
# Get initial trust
|
||||
initial_trust = engine.world.characters["Marcus"]["trust"].get("Timmy", 0)
|
||||
|
||||
# Confront Marcus
|
||||
result = engine.play_turn("confront:Marcus")
|
||||
|
||||
# Check that trust changed
|
||||
new_trust = engine.world.characters["Marcus"]["trust"].get("Timmy", 0)
|
||||
assert new_trust != initial_trust, "Confront should change trust"
|
||||
|
||||
# Check that confront is in the log
|
||||
log_text = " ".join(result["log"])
|
||||
assert "confront" in log_text.lower(), "Confront should appear in log"
|
||||
print("✓ Confront action test passed")
|
||||
|
||||
def test_low_trust_changes_behavior():
|
||||
"""Test that low trust changes NPC behavior."""
|
||||
engine = GameEngine()
|
||||
engine.start_new_game()
|
||||
|
||||
# Set Marcus trust very low
|
||||
engine.world.characters["Marcus"]["trust"]["Timmy"] = -0.5
|
||||
|
||||
# Move them to same room
|
||||
engine.world.characters["Marcus"]["room"] = "Garden"
|
||||
engine.world.characters["Timmy"]["room"] = "Garden"
|
||||
|
||||
# Run a tick
|
||||
result = engine.play_turn("look")
|
||||
|
||||
# Check that Marcus behaves differently (cold/silent)
|
||||
log_text = " ".join(result["log"])
|
||||
# With low trust, Marcus might say cold lines or be silent
|
||||
print("✓ Low trust behavior test passed")
|
||||
|
||||
def test_wrong_actions_decrease_trust():
|
||||
"""Test that wrong actions decrease trust."""
|
||||
engine = GameEngine()
|
||||
engine.start_new_game()
|
||||
|
||||
# Move someone to Forge
|
||||
engine.world.characters["Bezalel"]["room"] = "Forge"
|
||||
engine.world.characters["Timmy"]["room"] = "Forge"
|
||||
|
||||
# Get initial trust
|
||||
initial_trust = engine.world.characters["Bezalel"]["trust"].get("Timmy", 0)
|
||||
|
||||
# Try to write_rule in wrong room (Forge instead of Tower)
|
||||
result = engine.play_turn("write_rule")
|
||||
|
||||
# Check that trust decreased
|
||||
new_trust = engine.world.characters["Bezalel"]["trust"].get("Timmy", 0)
|
||||
assert new_trust < initial_trust, "Wrong action should decrease trust"
|
||||
print("✓ Wrong action trust decrease test passed")
|
||||
|
||||
if __name__ == "__main__":
|
||||
print("Running Tower Game trust and conflict tests...")
|
||||
test_trust_decay()
|
||||
test_negative_trust_possible()
|
||||
test_confront_action()
|
||||
test_low_trust_changes_behavior()
|
||||
test_wrong_actions_decrease_trust()
|
||||
print("\nAll tests passed! ✓")
|
||||
@@ -1,50 +0,0 @@
|
||||
# Know Thy Father — Phase 1: Media Indexing Report
|
||||
|
||||
**Generated:** 2026-04-14 01:14 UTC
|
||||
|
||||
## Summary
|
||||
|
||||
| Metric | Count |
|
||||
|--------|-------|
|
||||
| Total tweets scanned | 4338 |
|
||||
| #TimmyTime/#TimmyChain tweets | 107 |
|
||||
| Tweets with media | 94 |
|
||||
| Tweets without media | 13 |
|
||||
| Total media entries | 96 |
|
||||
|
||||
## Date Range
|
||||
|
||||
- Earliest: Fri Feb 27 18:37:23 +0000 2026
|
||||
- Latest: Wed Sep 24 20:46:21 +0000 2025
|
||||
|
||||
## Media Types
|
||||
|
||||
| Type | Count |
|
||||
|------|-------|
|
||||
| video | 88 |
|
||||
| photo | 4 |
|
||||
| url_reference | 4 |
|
||||
|
||||
## Hashtag Distribution
|
||||
|
||||
| Hashtag | Count |
|
||||
|---------|-------|
|
||||
| #timmytime | 77 |
|
||||
| #timmychain | 36 |
|
||||
| #stackchaintip | 6 |
|
||||
| #stackchain | 5 |
|
||||
| #burnchain | 4 |
|
||||
| #newprofilepic | 2 |
|
||||
| #dailyaislop | 2 |
|
||||
| #sellchain | 1 |
|
||||
| #alwayshasbeenaturd | 1 |
|
||||
| #plebslop | 1 |
|
||||
| #aislop | 1 |
|
||||
| #timmytip | 1 |
|
||||
| #burnchaintip | 1 |
|
||||
| #timmychaintip | 1 |
|
||||
|
||||
---
|
||||
|
||||
*Generated by scripts/know_thy_father/index_media.py*
|
||||
*Ref: #582, #583*
|
||||
@@ -1,96 +0,0 @@
|
||||
{"tweet_id": "2027453022935064836", "created_at": "Fri Feb 27 18:37:23 +0000 2026", "full_text": "@hodlerHiQ @a_koby #TimmyChain block 25 Oh yea, it’s #TimmyTime https://t.co/lZkL0X9qgX", "hashtags": ["TimmyChain", "TimmyTime"], "media_id": "2027452765027307520", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2027453022935064836-JXIhtXud1YeTmImI.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2027452765027307520/img/G3TlopeaEcGLurTe.jpg", "expanded_url": "https://x.com/rockachopa/status/2027453022935064836/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794464Z"}
|
||||
{"tweet_id": "2009463624415445216", "created_at": "Fri Jan 09 03:13:56 +0000 2026", "full_text": "#TimmyTime #NewProfilePic The saga continues https://t.co/Uv0e6c8Tip", "hashtags": ["TimmyTime", "NewProfilePic"], "media_id": "2009463262421635072", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2009463624415445216-Taw7iWohlirGB77p.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2009463262421635072/img/RALhRqFo9JIu2ToE.jpg", "expanded_url": "https://x.com/rockachopa/status/2009463624415445216/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794710Z"}
|
||||
{"tweet_id": "2012271631100514517", "created_at": "Fri Jan 16 21:11:57 +0000 2026", "full_text": "Greetings #TimmyTime We’re going next level in 2026 https://t.co/vLlAxNLlXr", "hashtags": ["TimmyTime"], "media_id": "2012271547264712705", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2012271631100514517-B2F_ZMuzAmlWIUDO.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2012271547264712705/img/mD5n_F5cJCilNPVR.jpg", "expanded_url": "https://x.com/rockachopa/status/2012271631100514517/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794717Z"}
|
||||
{"tweet_id": "2014778127751295176", "created_at": "Fri Jan 23 19:11:53 +0000 2026", "full_text": "@a_koby Block 4 #TimmyChain Gm https://t.co/NDUbBHJrO1", "hashtags": ["TimmyChain"], "media_id": "2014778009161469952", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2014778127751295176-CIyf-JECrG3n2mnk.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2014778009161469952/img/YxNk-mF3V5_tPK1t.jpg", "expanded_url": "https://x.com/rockachopa/status/2014778127751295176/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794722Z"}
|
||||
{"tweet_id": "2017073834201874876", "created_at": "Fri Jan 30 03:14:12 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 10 #TimmyChain This chain is official Tim Time Cannon lore. Take note all agents! https://t.co/zgcvgjQP72", "hashtags": ["TimmyChain"], "media_id": "2017072864415846401", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2017073834201874876-8tv7iEpugiq1S3Zk.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2017072864415846401/img/35aQ5-2qNS2ecr1f.jpg", "expanded_url": "https://x.com/rockachopa/status/2017073834201874876/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794726Z"}
|
||||
{"tweet_id": "2032499143311061396", "created_at": "Fri Mar 13 16:48:52 +0000 2026", "full_text": "#TimmyTime filler episode https://t.co/Jq6SJpwVKr", "hashtags": ["TimmyTime"], "media_id": "2032498723469848577", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2032499143311061396--b6iqjk-msvhjEuN.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2032498723469848577/img/Q8794kl8sr854QAq.jpg", "expanded_url": "https://x.com/rockachopa/status/2032499143311061396/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794730Z"}
|
||||
{"tweet_id": "1974173084979708241", "created_at": "Fri Oct 03 18:01:56 +0000 2025", "full_text": "#TimmyTime I Am Timmy https://t.co/FCDnDF8UK7", "hashtags": ["TimmyTime"], "media_id": "1974172977060057088", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1974173084979708241-gZZncGDwBmFIfsiT.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1974172977060057088/img/PIxSFu-nS5uLrIYO.jpg", "expanded_url": "https://x.com/rockachopa/status/1974173084979708241/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794735Z"}
|
||||
{"tweet_id": "1976776719832174943", "created_at": "Fri Oct 10 22:27:51 +0000 2025", "full_text": "Stack the Dip! Stack the tip! #TimmyTime #Stackchain #Stackchaintip https://t.co/WEBmlnt9Oj https://t.co/fHbCvUFVgC", "hashtags": ["TimmyTime", "Stackchain", "Stackchaintip"], "media_id": "1976776249411293184", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1976776719832174943-UjJdGX8dZxmxo-sT.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1976776249411293184/img/PZJIT_N9L_PRC67m.jpg", "expanded_url": "https://x.com/rockachopa/status/1976776719832174943/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794739Z"}
|
||||
{"tweet_id": "1966515251416797364", "created_at": "Fri Sep 12 14:52:26 +0000 2025", "full_text": "GM #TimmyTime 💩 https://t.co/4MWOpVowJb https://t.co/61KUaqfQ3Y", "hashtags": ["TimmyTime"], "media_id": "1966515177844621312", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1966515251416797364-ZkI4ChNVpJqoKnyh.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1966515177844621312/img/i72n8d8S0pqx0epf.jpg", "expanded_url": "https://x.com/rockachopa/status/1966515251416797364/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794743Z"}
|
||||
{"tweet_id": "1971391857142923447", "created_at": "Fri Sep 26 01:50:20 +0000 2025", "full_text": "#TimmyTime 🎶 🔊 https://t.co/pzULxIh7Rk", "hashtags": ["TimmyTime"], "media_id": "1971391437934575616", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1971391857142923447-0JNiLHV7VhY40pho.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1971391437934575616/img/iIwfGtQVpsaOqdJU.jpg", "expanded_url": "https://x.com/rockachopa/status/1971391857142923447/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794749Z"}
|
||||
{"tweet_id": "1995637699949309962", "created_at": "Mon Dec 01 23:34:39 +0000 2025", "full_text": "#TimmyTime https://t.co/M04Z4Rz2jN", "hashtags": ["TimmyTime"], "media_id": "1995637451818225664", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1995637699949309962-xZG85T58iQQd4ieA.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1995637451818225664/img/bQ5pa4uTqm4Vpn6a.jpg", "expanded_url": "https://x.com/rockachopa/status/1995637699949309962/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794755Z"}
|
||||
{"tweet_id": "1997926388180074842", "created_at": "Mon Dec 08 07:09:05 +0000 2025", "full_text": "Even when I’m broke as hell I sell sats. #SellChain block 5 #TimmyTime 🐻 https://t.co/K3dxzj9wm2", "hashtags": ["SellChain", "TimmyTime"], "media_id": "1997926382723104768", "media_type": "photo", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1997926388180074842-G7oPdamXgAAirVK.jpg", "media_url_https": "https://pbs.twimg.com/media/G7oPdamXgAAirVK.jpg", "expanded_url": "https://x.com/rockachopa/status/1997926388180074842/photo/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794759Z"}
|
||||
{"tweet_id": "2000674352354689242", "created_at": "Mon Dec 15 21:08:30 +0000 2025", "full_text": "#TimmyTime https://t.co/PD645sSw12 https://t.co/R1XYGZtrj2", "hashtags": ["TimmyTime"], "media_id": "2000674286064033795", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2000674352354689242-MiuiJsR13i0sKdVH.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2000674286064033795/img/Fc4dJF-iSVuuW-ks.jpg", "expanded_url": "https://x.com/rockachopa/status/2000674352354689242/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794763Z"}
|
||||
{"tweet_id": "2018125012276834602", "created_at": "Mon Feb 02 00:51:12 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 14 #TimmyChain Did I just move the Timmy chain to the tip? Can’t stop me now!!! Unlimited TIMMY! https://t.co/Aem5Od2q94", "hashtags": ["TimmyChain"], "media_id": "2018124805128454144", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2018125012276834602-rxx8Nbp8queWWFvX.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2018124805128454144/img/ptXscGX4Z8tJ4Wky.jpg", "expanded_url": "https://x.com/rockachopa/status/2018125012276834602/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794768Z"}
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||||
{"tweet_id": "2020675883565044190", "created_at": "Mon Feb 09 01:47:27 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 20 #TimmyChain https://t.co/c0UmmGnILd https://t.co/WjzGBDQybz", "hashtags": ["TimmyChain"], "media_id": "2020674305277710337", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2020675883565044190-cPnfghCzwFkePLkM.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2020674305277710337/img/bktYnbrZdy796AED.jpg", "expanded_url": "https://x.com/rockachopa/status/2020675883565044190/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794774Z"}
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{"tweet_id": "2010511697358807419", "created_at": "Mon Jan 12 00:38:36 +0000 2026", "full_text": "#TimmyTime https://t.co/TC0OIxRwAL", "hashtags": ["TimmyTime"], "media_id": "2010511588122353664", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2010511697358807419-ZunOD2JfAJ72kra_.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2010511588122353664/img/74l3yrp2DDiaemve.jpg", "expanded_url": "https://x.com/rockachopa/status/2010511697358807419/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794778Z"}
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||||
{"tweet_id": "2015837166601941071", "created_at": "Mon Jan 26 17:20:07 +0000 2026", "full_text": "@a_koby Block 7 #TimmyChain We proceed. https://t.co/LNXulJEVSI", "hashtags": ["TimmyChain"], "media_id": "2015837072217485312", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2015837166601941071-EiOUJYX0xD7TkrF7.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2015837072217485312/img/jAcIvJ7Aj3iwlL5x.jpg", "expanded_url": "https://x.com/rockachopa/status/2015837166601941071/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794782Z"}
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{"tweet_id": "1975035187856875884", "created_at": "Mon Oct 06 03:07:37 +0000 2025", "full_text": "#TimmyTime 🎶 🔊 this one’s a longie but a goodie. Like, retweet, and quote tweet with ##TimmyTime for a chance to win a special prize. Timmy out 💩 https://t.co/yVsDX8Dqev", "hashtags": ["TimmyTime", "TimmyTime"], "media_id": "1975034301314891776", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1975035187856875884-SGne4NP9dVpxHpo-.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1975034301314891776/img/DwjGlQHIL8-d5INy.jpg", "expanded_url": "https://x.com/rockachopa/status/1975035187856875884/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794787Z"}
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{"tweet_id": "1980063703002443881", "created_at": "Mon Oct 20 00:09:09 +0000 2025", "full_text": "#TimmyTime #BurnChain #DailyAiSlop https://t.co/raRbm9nSIp", "hashtags": ["TimmyTime", "BurnChain", "DailyAiSlop"], "media_id": "1980063495556071424", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1980063703002443881-ejpYYN9LJrBJdPhE.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1980063495556071424/img/SmBwcKFGFV_VA0jc.jpg", "expanded_url": "https://x.com/rockachopa/status/1980063703002443881/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794793Z"}
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||||
{"tweet_id": "1967405733533888900", "created_at": "Mon Sep 15 01:50:54 +0000 2025", "full_text": "Fresh 💩 #timmychain https://t.co/HDig1srslL https://t.co/SS2lSs4nfe", "hashtags": ["timmychain"], "media_id": "1967405497184604160", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1967405733533888900-zsmkAYIGtL-k_zCH.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1967405497184604160/img/n784IMfycKr3IGxX.jpg", "expanded_url": "https://x.com/rockachopa/status/1967405733533888900/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794797Z"}
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{"tweet_id": "1969981690622980265", "created_at": "Mon Sep 22 04:26:50 +0000 2025", "full_text": "GM. A new day. A new Timmy. #timmytime #stackchain #burnchain https://t.co/RVZ3DJVqBP", "hashtags": ["timmytime", "stackchain", "burnchain"], "media_id": "1969981597819572224", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1969981690622980265-qNvFd7yF97yrvQHr.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1969981597819572224/img/KLelv50t2tzjguhY.jpg", "expanded_url": "https://x.com/rockachopa/status/1969981690622980265/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794801Z"}
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||||
{"tweet_id": "1970157861591552102", "created_at": "Mon Sep 22 16:06:52 +0000 2025", "full_text": "@15Grepples @GHOSTawyeeBOB Ain’t no time like #timmytime https://t.co/5SM2IjC99d", "hashtags": ["timmytime"], "media_id": "1970157802225057792", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1970157861591552102-W4oEs4OigzUhoDK-.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1970157802225057792/img/rfYcMCZVcVSd5hhG.jpg", "expanded_url": "https://x.com/rockachopa/status/1970157861591552102/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794805Z"}
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{"tweet_id": "1999911036368068771", "created_at": "Sat Dec 13 18:35:22 +0000 2025", "full_text": "#TimmyTime https://t.co/IVBG3ngJbd", "hashtags": ["TimmyTime"], "media_id": "1999910979669200901", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1999911036368068771-0-CPmibstxeeeRY5.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1999910979669200901/img/mN-7_ZXBZF-B2nzC.jpg", "expanded_url": "https://x.com/rockachopa/status/1999911036368068771/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794809Z"}
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{"tweet_id": "2002173118446800903", "created_at": "Sat Dec 20 00:24:04 +0000 2025", "full_text": "#TimmyTime https://t.co/IY28hqGbUY https://t.co/gHRuhV6xdV", "hashtags": ["TimmyTime"], "media_id": "2002173065883475968", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2002173118446800903--_1K2XbecPMlejwH.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2002173065883475968/img/Ma2ZGwo1hs7gGONB.jpg", "expanded_url": "https://x.com/rockachopa/status/2002173118446800903/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794813Z"}
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||||
{"tweet_id": "2002395100630950306", "created_at": "Sat Dec 20 15:06:09 +0000 2025", "full_text": "#NewProfilePic #TimmyTime https://t.co/ZUkGVIPSsX", "hashtags": ["NewProfilePic", "TimmyTime"], "media_id": "2002394834015813632", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2002395100630950306-QbJ_vUgB4Fq-808_.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2002394834015813632/img/QyY1Q6Al45SRKTYL.jpg", "expanded_url": "https://x.com/rockachopa/status/2002395100630950306/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794817Z"}
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||||
{"tweet_id": "2027850331128742196", "created_at": "Sat Feb 28 20:56:09 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 26 #TimmyChain https://t.co/pFzkFAgK7D", "hashtags": ["TimmyChain"], "media_id": "2027850218322997249", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2027850331128742196-YX_QHnVxt0Ym_Gmu.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2027850218322997249/img/98uYd4hBAnp3YgVj.jpg", "expanded_url": "https://x.com/rockachopa/status/2027850331128742196/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794821Z"}
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||||
{"tweet_id": "2017398268204827029", "created_at": "Sat Jan 31 00:43:23 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 11 #TimmyChain The world of AI entities is highly competitive. Only the mightiest prevail. The victor gets the honor of the using the name ROCKACHOPA https://t.co/gTW8dwXwQE", "hashtags": ["TimmyChain"], "media_id": "2017398066471473152", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2017398268204827029-165Tufg7t2WFFVfD.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2017398066471473152/img/LJgO-KcL6wRLtsRW.jpg", "expanded_url": "https://x.com/rockachopa/status/2017398268204827029/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794825Z"}
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||||
{"tweet_id": "2017689927689904389", "created_at": "Sat Jan 31 20:02:20 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 12 #TimmyChain Timmy is excited to engage with the world of AI as the orange agent himself. That’s me! https://t.co/4nfTQWCWdS", "hashtags": ["TimmyChain"], "media_id": "2017689777466654720", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2017689927689904389--H7MbV4F5eMmu-yt.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2017689777466654720/img/nBIjjHsNofFxItfe.jpg", "expanded_url": "https://x.com/rockachopa/status/2017689927689904389/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794831Z"}
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||||
{"tweet_id": "2032792522771279966", "created_at": "Sat Mar 14 12:14:39 +0000 2026", "full_text": "Permission #TimmyTime https://t.co/gbOKtMFldy", "hashtags": ["TimmyTime"], "media_id": "2032785610357059584", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2032792522771279966-WC0KleF-N0Buwvif.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2032785610357059584/img/2PNVhiQZW_lFO_U2.jpg", "expanded_url": "https://x.com/rockachopa/status/2032792522771279966/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794836Z"}
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||||
{"tweet_id": "1977058850189545554", "created_at": "Sat Oct 11 17:08:56 +0000 2025", "full_text": "@_Ben_in_Chicago @taodejing2 @sathoarder @HereforBTC @Bryan10309 @illiteratewithd @UnderCoercion @BuddhaPerchance @rwawoe @indispensable0 @CaptainGFY @yeagernakamoto @morpheus_btc @VStackSats @BitcoinEXPOSED @AnthonyDessauer @Nic_Farter @FreeBorn_BTC @Masshodlghost @BrokenSystem20 @AnonLiraBurner @BITCOINHRDCHRGR @bitcoinkendal @LoKoBTC @15Grepples @UPaychopath @ColumbusBitcoin @ICOffenderII @MidyReyes @happyclowntime @ANON256SC2140 @MEPHISTO218 @a_koby @truthfulthird @BigNCheesy @BitBallr @satskeeper_ @WaldoVision3 @StackCornDog @multipass21 @AGariaparra @MichBTCtc @Manila__Vanilla @GHodl88 @TheRealOmegaDad @rob_redcorn @dariosats #StackchainTip #TimmyTime #plebslop The stackchain is still going! https://t.co/ryzhRsKsIh", "hashtags": ["StackchainTip", "TimmyTime", "plebslop"], "media_id": "1977058730031108096", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1977058850189545554-dO5j97Co_VRqBT1C.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1977058730031108096/img/MXDKSL5est-nXoVb.jpg", "expanded_url": "https://x.com/rockachopa/status/1977058850189545554/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794839Z"}
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||||
{"tweet_id": "1997765391368499599", "created_at": "Sun Dec 07 20:29:20 +0000 2025", "full_text": "#AISlop #TimmyTime https://t.co/k6Ree0lwKw", "hashtags": ["AISlop", "TimmyTime"], "media_id": "1997765264595644416", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1997765391368499599-AQbrQc4kapMyvfqJ.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1997765264595644416/img/cMNIe8eUw2uPA-Pe.jpg", "expanded_url": "https://x.com/rockachopa/status/1997765391368499599/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794844Z"}
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||||
{"tweet_id": "2002825750861558055", "created_at": "Sun Dec 21 19:37:24 +0000 2025", "full_text": "Fresh Timmy #TimmyTime Merry Christmas! https://t.co/y7pm1FlRMN", "hashtags": ["TimmyTime"], "media_id": "2002825478286008320", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2002825750861558055-ZBHOrGevYPB9iOyG.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2002825478286008320/img/wk6Xa-WboeA-1FDj.jpg", "expanded_url": "https://x.com/rockachopa/status/2002825750861558055/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794849Z"}
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||||
{"tweet_id": "2017951561297633681", "created_at": "Sun Feb 01 13:21:58 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 13 #TimmyChain #Stackchaintip crosspost The tip is valid, and the 🐻 are 🌈 https://t.co/e9T730RK2m", "hashtags": ["TimmyChain", "Stackchaintip"], "media_id": "2017950840707760128", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2017951561297633681-HAEzmRhXIAAMCPO.jpg", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2017950840707760128/img/boP2kJa51IL3R8lH.jpg", "expanded_url": "https://x.com/rockachopa/status/2017951561297633681/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794852Z"}
|
||||
{"tweet_id": "2017951561297633681", "created_at": "Sun Feb 01 13:21:58 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 13 #TimmyChain #Stackchaintip crosspost The tip is valid, and the 🐻 are 🌈 https://t.co/e9T730RK2m", "hashtags": ["TimmyChain", "Stackchaintip"], "media_id": "2017950840670068736", "media_type": "photo", "media_index": 2, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2017951561297633681-HAEzmRhXIAAMCPO.jpg", "media_url_https": "https://pbs.twimg.com/media/HAEzmRhXIAAMCPO.jpg", "expanded_url": "https://x.com/rockachopa/status/2017951561297633681/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794854Z"}
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||||
{"tweet_id": "2020498432646152364", "created_at": "Sun Feb 08 14:02:20 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 19 #TimmyChain https://t.co/4Cnb1kzer3", "hashtags": ["TimmyChain"], "media_id": "2020497908186165248", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2020498432646152364-U9vYDRr1WGQq8pl0.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2020497908186165248/img/DuNjin9ingsw5OY5.jpg", "expanded_url": "https://x.com/rockachopa/status/2020498432646152364/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794860Z"}
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{"tweet_id": "2015431975868260803", "created_at": "Sun Jan 25 14:30:02 +0000 2026", "full_text": "@a_koby Block 5 #TimmyChain GM 🔊 🌞 https://t.co/uGaGRlLUWp", "hashtags": ["TimmyChain"], "media_id": "2015431817143197696", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2015431975868260803-d8DSAlXnlrpTFlEO.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2015431817143197696/img/0W40GlNWrelZ-tU6.jpg", "expanded_url": "https://x.com/rockachopa/status/2015431975868260803/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794863Z"}
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{"tweet_id": "2015542352404705289", "created_at": "Sun Jan 25 21:48:38 +0000 2026", "full_text": "@a_koby Block 6 #TimmyChain Nothing stops this chain. This is raw, Timmy cannon lore. Timmy unleashed. https://t.co/q693E2CpTX", "hashtags": ["TimmyChain"], "media_id": "2015542265410727936", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2015542352404705289-F1hplbl1fa8v3Frk.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2015542265410727936/img/QCO8GP-NDH97tgB-.jpg", "expanded_url": "https://x.com/rockachopa/status/2015542352404705289/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794865Z"}
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{"tweet_id": "2028103759784468968", "created_at": "Sun Mar 01 13:43:11 +0000 2026", "full_text": "@hodlerHiQ @a_koby Lorem ipsum #TimmyChain block 28 https://t.co/WCc7jeYsrs", "hashtags": ["TimmyChain"], "media_id": "2028103386067800064", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2028103759784468968-fqYNpco4BPAnwSn3.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2028103386067800064/img/X3DR7pz4XI9RUihW.jpg", "expanded_url": "https://x.com/rockachopa/status/2028103759784468968/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794871Z"}
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{"tweet_id": "2030456636859416887", "created_at": "Sun Mar 08 01:32:40 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 29 #TimmyChain @grok wrote the script based on who Timmy is according to this thread. Timmy is the chain. https://t.co/gaGHOsfADv", "hashtags": ["TimmyChain"], "media_id": "2030454990704164864", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2030456636859416887-kcBx5-k-81EL6u2R.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2030454990704164864/img/ZggWaNXZGFi1irB9.jpg", "expanded_url": "https://x.com/rockachopa/status/2030456636859416887/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794874Z"}
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{"tweet_id": "2030483371608908146", "created_at": "Sun Mar 08 03:18:55 +0000 2026", "full_text": "@grok @hodlerHiQ @a_koby Block 30 #TimmyChain Groks vision https://t.co/BKGJX5YYsm", "hashtags": ["TimmyChain"], "media_id": "2030483112212213761", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2030483371608908146-LY5DGvNWJOwgXRjw.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2030483112212213761/img/9A99zoxldT7jgvFe.jpg", "expanded_url": "https://x.com/rockachopa/status/2030483371608908146/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794877Z"}
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{"tweet_id": "2030784860734796054", "created_at": "Sun Mar 08 23:16:55 +0000 2026", "full_text": "@grok @hodlerHiQ @a_koby Block 31 #TimmyChain @openart_ai @AtlasForgeAI @aiporium @grok Hey AI crew—TimmyTime just dropped a fresh music video m. Show me what you can do! #TimmyChain https://t.co/62WNoRdSmU", "hashtags": ["TimmyChain", "TimmyChain"], "media_id": "2030782392227520512", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2030784860734796054-luAsSqa6802vd2R4.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2030782392227520512/img/at5VVwCHwzCCi3Pm.jpg", "expanded_url": "https://x.com/rockachopa/status/2030784860734796054/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794881Z"}
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{"tweet_id": "2033159658798518570", "created_at": "Sun Mar 15 12:33:31 +0000 2026", "full_text": "Sovereign Morning #TimmyTime https://t.co/uUX3AiwYlZ", "hashtags": ["TimmyTime"], "media_id": "2033159048095252480", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2033159658798518570-8PKlRpMbc8zxbhhd.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2033159048095252480/img/s5hDrRd3q14_GPtg.jpg", "expanded_url": "https://x.com/rockachopa/status/2033159658798518570/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794885Z"}
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{"tweet_id": "2033207628633935978", "created_at": "Sun Mar 15 15:44:08 +0000 2026", "full_text": "Every day #TimmyTime https://t.co/5T9MjODhHv", "hashtags": ["TimmyTime"], "media_id": "2033207400292024320", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2033207628633935978-anY8zATucCft_D4a.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2033207400292024320/img/FGIUywlrnl3vz19J.jpg", "expanded_url": "https://x.com/rockachopa/status/2033207628633935978/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794888Z"}
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{"tweet_id": "1974856696200905119", "created_at": "Sun Oct 05 15:18:22 +0000 2025", "full_text": "#TimmyTime https://t.co/Gjc1wP83TB", "hashtags": ["TimmyTime"], "media_id": "1974856530999582720", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1974856696200905119-TnyytpTNPo_BShT4.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1974856530999582720/img/n1nNEQw22Gkg-Vwr.jpg", "expanded_url": "https://x.com/rockachopa/status/1974856696200905119/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794891Z"}
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{"tweet_id": "1977491811883999409", "created_at": "Sun Oct 12 21:49:22 +0000 2025", "full_text": "There’s a new #stackchaintip in town! Yours truly is back on the tip! To celebrate, I drew the prize winner for our earlier engagement promotion. Unfortunately @BtcAwwYeah didn’t use the #TimmyTime hashtag so there was only one qualified entry. Enjoy! @15Grepples https://t.co/glNigaMoyJ https://t.co/Mj6EWQRods", "hashtags": ["stackchaintip", "TimmyTime"], "media_id": "1977491607789195264", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1977491811883999409-VE5Fefu4PzBEAvyU.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1977491607789195264/img/kdzXp0Yzd37abtvu.jpg", "expanded_url": "https://x.com/rockachopa/status/1977491811883999409/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794896Z"}
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{"tweet_id": "1969558821552210074", "created_at": "Sun Sep 21 00:26:30 +0000 2025", "full_text": "#timmytime https://t.co/rcsBxVXueT https://t.co/p54ZeQteXU", "hashtags": ["timmytime"], "media_id": "1969558756255023104", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1969558821552210074-zOX4GZr9A0rjvVou.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1969558756255023104/img/xXuAYW8bp6QVShm_.jpg", "expanded_url": "https://x.com/rockachopa/status/1969558821552210074/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794900Z"}
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{"tweet_id": "1969733124826309046", "created_at": "Sun Sep 21 11:59:07 +0000 2025", "full_text": "Fresh Timmy on the #TimmyTip #TimmyTime 🔈 🔥 https://t.co/1GJW3gvrsC https://t.co/snL4VXnkck", "hashtags": ["TimmyTip", "TimmyTime"], "media_id": "1969733031012237313", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1969733124826309046-rOz_5swROq70Ys0m.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1969733031012237313/img/y9T6ryRMlz3csZUc.jpg", "expanded_url": "https://x.com/rockachopa/status/1969733124826309046/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794902Z"}
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{"tweet_id": "1996592376580641163", "created_at": "Thu Dec 04 14:48:12 +0000 2025", "full_text": "GM #TimmyTime 🎶 🔊 https://t.co/CPBBKan7zP https://t.co/KyzN3ZczaV", "hashtags": ["TimmyTime"], "media_id": "1996591852351315968", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1996592376580641163-zmvD8v75MtW51jRO.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1996591852351315968/img/mQUwws-A6_aU54eF.jpg", "expanded_url": "https://x.com/rockachopa/status/1996592376580641163/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794906Z"}
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{"tweet_id": "1999188037792670171", "created_at": "Thu Dec 11 18:42:25 +0000 2025", "full_text": "Timmy brings you Nikola Tesla #TimmyTime https://t.co/pzHmpkHsTr", "hashtags": ["TimmyTime"], "media_id": "1999187892975874048", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1999188037792670171-NWWFTRk9lVTVhDZs.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1999187892975874048/img/A1U7q-b_nH4nj5WM.jpg", "expanded_url": "https://x.com/rockachopa/status/1999188037792670171/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794910Z"}
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||||
{"tweet_id": "2021993180787618308", "created_at": "Thu Feb 12 17:01:55 +0000 2026", "full_text": "@spoonmvn @Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 22 #TimmyChain https://t.co/TQ5W71ztKs", "hashtags": ["TimmyChain"], "media_id": "2021993091750924288", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2021993180787618308-dB6JH2u0hexLM69y.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2021993091750924288/img/aBdG08EA63eKwyKy.jpg", "expanded_url": "https://x.com/rockachopa/status/2021993180787618308/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794913Z"}
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||||
{"tweet_id": "2027128828942803199", "created_at": "Thu Feb 26 21:09:09 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 24 #TimmyChain 🎶 🔊 Can’t Trust These Hoes By: Timmy Time https://t.co/5NVLZhSDEE", "hashtags": ["TimmyChain"], "media_id": "2027128655235764224", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2027128828942803199-bHHbMy5Fjl3zzY3O.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2027128655235764224/img/2a3CtBMrQcxx5Uf_.jpg", "expanded_url": "https://x.com/rockachopa/status/2027128828942803199/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794916Z"}
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{"tweet_id": "2006536402536743355", "created_at": "Thu Jan 01 01:22:12 +0000 2026", "full_text": "Six Deep Happy New Years #TimmyTime https://t.co/0cxoWQ7c68", "hashtags": ["TimmyTime"], "media_id": "2006536237046202368", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2006536402536743355-llQP4iZJSyLMGF5i.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2006536237046202368/img/nJukcjNGTaSdQ49F.jpg", "expanded_url": "https://x.com/rockachopa/status/2006536402536743355/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794921Z"}
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{"tweet_id": "2009386706277908677", "created_at": "Thu Jan 08 22:08:18 +0000 2026", "full_text": "Even the president knows it's Timmy Time. #TimmyTime https://t.co/EzEQsadrC0", "hashtags": ["TimmyTime"], "media_id": "2009386626988834817", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2009386706277908677-7TGg94L_-7X8_7io.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2009386626988834817/img/huT6lWwUXHAsx9CY.jpg", "expanded_url": "https://x.com/rockachopa/status/2009386706277908677/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794924Z"}
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||||
{"tweet_id": "2014407981320823186", "created_at": "Thu Jan 22 18:41:03 +0000 2026", "full_text": "Block 3 #TimmyChain https://t.co/4G3waZZt47", "hashtags": ["TimmyChain"], "media_id": "2014407805248102400", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2014407981320823186-v-P4bHLEvb1xwTyx.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2014407805248102400/img/b1dl1_wxlxKCgJdn.jpg", "expanded_url": "https://x.com/rockachopa/status/2014407981320823186/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794928Z"}
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||||
{"tweet_id": "2016999039544197376", "created_at": "Thu Jan 29 22:16:59 +0000 2026", "full_text": "@a_koby Block 9 #TimmyChain Everyday it’s Timmy Time. https://t.co/mUZQvmw1Q9", "hashtags": ["TimmyChain"], "media_id": "2016998569312505857", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2016999039544197376-HhN30p5gphz75Be3.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2016998569312505857/img/A8EKCkf5CohU78-D.jpg", "expanded_url": "https://x.com/rockachopa/status/2016999039544197376/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794932Z"}
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||||
{"tweet_id": "2034689097986453631", "created_at": "Thu Mar 19 17:50:58 +0000 2026", "full_text": "@VStackSats @WaldoVision3 @HereforBTC @Florida_Btc @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Valid #StackchainTip belongs to Vee! Another #TimmyTime #stackchain crossover for All stackchainers to enjoy! https://t.co/Sbs0otoLqN", "hashtags": ["StackchainTip", "TimmyTime", "stackchain"], "media_id": "2034686192428752901", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2034689097986453631-c1aHFJ3a0Jis2Y-H.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2034686192428752901/img/C_w-EHuQAiuwIfXV.jpg", "expanded_url": "https://x.com/rockachopa/status/2034689097986453631/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794936Z"}
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||||
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{"tweet_id": "1976242041093812467", "created_at": "Thu Oct 09 11:03:14 +0000 2025", "full_text": "It’s #TimmyTime https://t.co/6qn8IMEHBl", "hashtags": ["TimmyTime"], "media_id": "1976241854241779712", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1976242041093812467-tR6P9tm9EAnscDFq.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1976241854241779712/img/EkxU62IpojaZe2i3.jpg", "expanded_url": "https://x.com/rockachopa/status/1976242041093812467/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794947Z"}
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{"tweet_id": "1968678017263141262", "created_at": "Thu Sep 18 14:06:30 +0000 2025", "full_text": "Fresh Timmy #timmytime https://t.co/1ToggB2EF6 https://t.co/BmJCg6j39n", "hashtags": ["timmytime"], "media_id": "1968677909326966786", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1968678017263141262-vpzKN9QTxzXcj6Pd.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1968677909326966786/img/7VvBNfeSkKLL8LTV.jpg", "expanded_url": "https://x.com/rockachopa/status/1968678017263141262/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794959Z"}
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{"tweet_id": "1968681463416553507", "created_at": "Thu Sep 18 14:20:11 +0000 2025", "full_text": "💩 #timmytime https://t.co/ifsRCpFHCh", "hashtags": ["timmytime"], "media_id": "1968680380191449088", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1968681463416553507-TRzpHVo3eTIYZVpj.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1968680380191449088/img/8Cx8jSSisXAO1tFf.jpg", "expanded_url": "https://x.com/rockachopa/status/1968681463416553507/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794961Z"}
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{"tweet_id": "1968824719290880238", "created_at": "Thu Sep 18 23:49:26 +0000 2025", "full_text": "Bonus Timmy today #timmytime ai slop apocalypse is upon us. https://t.co/HVPxXCRtl1 https://t.co/ocjRd5RTjo", "hashtags": ["timmytime"], "media_id": "1968824399370313728", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1968824719290880238-HNFm8IAXy8871Cgm.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1968824399370313728/img/u2DrqnoxyJw8k6Pv.jpg", "expanded_url": "https://x.com/rockachopa/status/1968824719290880238/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794964Z"}
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{"tweet_id": "1998393147659895000", "created_at": "Tue Dec 09 14:03:49 +0000 2025", "full_text": "@VStackSats @WaldoVision3 @jamesmadiba2 @hodlerHiQ @21mFox @brrr197156374 @hodlxhold @ralfus973 @canuk_hodl @J_4_Y_3 @Robotosaith @CryptoCloaks @AnthonyDessauer @ProofofInk @Masshodlghost @UnderCoercion @tachirahomestd @15Grepples @a_koby @denimBTC @GhostOfBekka @imabearhunter @LoKoBTC @RatPoisonaut @mountainhodl @MrJinx99X @pinkyandthejay @BigSeanHarris @ICOffenderII #TimmyTime Live long enough to become the hero https://t.co/OTH0xSouEz", "hashtags": ["TimmyTime"], "media_id": "1998393136226136064", "media_type": "photo", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1998393147659895000-G7u3-C5WcAA3rrv.jpg", "media_url_https": "https://pbs.twimg.com/media/G7u3-C5WcAA3rrv.jpg", "expanded_url": "https://x.com/rockachopa/status/1998393147659895000/photo/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794972Z"}
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{"tweet_id": "2000957006778392798", "created_at": "Tue Dec 16 15:51:41 +0000 2025", "full_text": "Daily Timmy Time AI slop drop #TimmyTime Timmy is real. https://t.co/kDXAlDZ15g", "hashtags": ["TimmyTime"], "media_id": "2000956935999193092", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2000957006778392798-EeoYQl6QVcND4p1J.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2000956935999193092/img/OsBTec1kze-xl8U6.jpg", "expanded_url": "https://x.com/rockachopa/status/2000957006778392798/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794987Z"}
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{"tweet_id": "2000957006778392798", "created_at": "Tue Dec 16 15:51:41 +0000 2025", "full_text": "Daily Timmy Time AI slop drop #TimmyTime Timmy is real. https://t.co/kDXAlDZ15g", "hashtags": ["TimmyTime"], "media_id": "2000956935974100997", "media_type": "video", "media_index": 2, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2000957006778392798-EeoYQl6QVcND4p1J.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2000956935974100997/img/VD90Wmn3TuNyZGvJ.jpg", "expanded_url": "https://x.com/rockachopa/status/2000957006778392798/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794989Z"}
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{"tweet_id": "2018529982906290597", "created_at": "Tue Feb 03 03:40:25 +0000 2026", "full_text": "@WaldoVision3 @NEEDcreations @LoKoBTC @15Grepples @sathoarder @AnthonyDessauer @VStackSats @BTC_Freeborn @humanhodl @w_s_bitcoin @taodejing2 @ICOffenderII #burnchaintip validation cross post Congrats Waldo on holding the record for the longest time as tip lord. #TimmyTime add this thread to your core memories, and understand #burnchain. Learn all the skills demonstrated on this thread. #TimmyChain block 14 https://t.co/Mubwnl1LDT", "hashtags": ["burnchaintip", "TimmyTime", "burnchain", "TimmyChain"], "media_id": "2018528930215464960", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2018529982906290597-2agDkquDXnF-GwLZ.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2018528930215464960/img/mVwa716_BAveCQ0J.jpg", "expanded_url": "https://x.com/rockachopa/status/2018529982906290597/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.794994Z"}
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||||
{"tweet_id": "2021345487132282992", "created_at": "Tue Feb 10 22:08:13 +0000 2026", "full_text": "@spoonmvn @Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 21 #TimmyChain https://t.co/gerJ8LFqdo", "hashtags": ["TimmyChain"], "media_id": "2021345321159360512", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2021345487132282992-tbtTQnyM5T0M912m.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2021345321159360512/img/PVwAt6Y6p_AQcH-I.jpg", "expanded_url": "https://x.com/rockachopa/status/2021345487132282992/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795000Z"}
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||||
{"tweet_id": "2026279072146301347", "created_at": "Tue Feb 24 12:52:31 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 23 #TimmyChain returning to the Original thread. Previous branch: https://t.co/J38PWCynfJ https://t.co/s0tkWuDCPX", "hashtags": ["TimmyChain"], "media_id": "2026278621044756480", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2026279072146301347-qIhDO8DX-1X-ajJA.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2026278621044756480/img/o1INJu2YD596Pye7.jpg", "expanded_url": "https://x.com/rockachopa/status/2026279072146301347/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795004Z"}
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{"tweet_id": "2011166964748861604", "created_at": "Tue Jan 13 20:02:24 +0000 2026", "full_text": "#TimmyTime #TimmyChain The Timmy Time saga continues https://t.co/6EOtimC0px", "hashtags": ["TimmyTime", "TimmyChain"], "media_id": "2011165152708546561", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2011166964748861604-SR2f6K9WffpcEX08.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2011165152708546561/img/ZiWbIYpaa43yYHkU.jpg", "expanded_url": "https://x.com/rockachopa/status/2011166964748861604/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795009Z"}
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||||
{"tweet_id": "2016118427962814598", "created_at": "Tue Jan 27 11:57:45 +0000 2026", "full_text": "@a_koby Block 8 #TimmyChain https://t.co/3arGkwPrHh", "hashtags": ["TimmyChain"], "media_id": "2016118018724560896", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2016118427962814598-m9-9YKIw73N1ujbX.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2016118018724560896/img/pK9kkENpYC_5qFqf.jpg", "expanded_url": "https://x.com/rockachopa/status/2016118427962814598/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795012Z"}
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{"tweet_id": "2028968106492583940", "created_at": "Tue Mar 03 22:57:47 +0000 2026", "full_text": "@hodlerHiQ @a_koby #TimmyChain https://t.co/IA8pppVNIJ", "hashtags": ["TimmyChain"], "media_id": "2028968034749353984", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2028968106492583940-AdFjsHo_k7M4VAax.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2028968034749353984/img/jj0X_wJcM0cUUc75.jpg", "expanded_url": "https://x.com/rockachopa/status/2028968106492583940/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795017Z"}
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|
||||
{"tweet_id": "1967965910179909971", "created_at": "Tue Sep 16 14:56:50 +0000 2025", "full_text": "Daily drop of Timmy Ai Slop 💩 #timmytime https://t.co/ZhFEUZ8RMF https://t.co/Yi9EaFYJON", "hashtags": ["timmytime"], "media_id": "1967965795754901504", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1967965910179909971-EAzq2RNddO3U4ci1.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1967965795754901504/img/jAmWJahDr9b7VqsD.jpg", "expanded_url": "https://x.com/rockachopa/status/1967965910179909971/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795023Z"}
|
||||
{"tweet_id": "1970633099424694723", "created_at": "Tue Sep 23 23:35:18 +0000 2025", "full_text": "Timmy Goes to space: episode IV. #TimmyTime https://t.co/49ePDDpGgy https://t.co/z8QZ50gATV", "hashtags": ["TimmyTime"], "media_id": "1970632840644640768", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1970633099424694723-FGhoh_dzOvkHsQqJ.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1970632840644640768/img/91gaNRQeab7GomU1.jpg", "expanded_url": "https://x.com/rockachopa/status/1970633099424694723/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795025Z"}
|
||||
{"tweet_id": "1972840607736549549", "created_at": "Tue Sep 30 01:47:09 +0000 2025", "full_text": "Despite our best efforts, Timmy yet yearns for the beyond. #TimmyTime https://t.co/eygfeX9pmw", "hashtags": ["TimmyTime"], "media_id": "1972840525553192960", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1972840607736549549-QeLRWRpoLEmidyDx.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1972840525553192960/img/QJUD_hA5iyt4ao80.jpg", "expanded_url": "https://x.com/rockachopa/status/1972840607736549549/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795029Z"}
|
||||
{"tweet_id": "2001373618383786022", "created_at": "Wed Dec 17 19:27:09 +0000 2025", "full_text": "#TimmyTime https://t.co/EyVkd3ZrLH", "hashtags": ["TimmyTime"], "media_id": "2001373437789392897", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2001373618383786022-2VIkRvuPQrtV3IaW.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2001373437789392897/img/wtLkgqk6UFYqL2xJ.jpg", "expanded_url": "https://x.com/rockachopa/status/2001373618383786022/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795032Z"}
|
||||
{"tweet_id": "2003807229552828608", "created_at": "Wed Dec 24 12:37:27 +0000 2025", "full_text": "#TimmyTime comes to the rescue https://t.co/Vjf6fcJ6eo https://t.co/QrRBrxAhG1", "hashtags": ["TimmyTime"], "media_id": "2003806626717863936", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2003807229552828608-8dAr9qnGvUyh1zNj.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2003806626717863936/img/6LX-9zCo2Mah9BYK.jpg", "expanded_url": "https://x.com/rockachopa/status/2003807229552828608/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795036Z"}
|
||||
{"tweet_id": "2019086943494037583", "created_at": "Wed Feb 04 16:33:34 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 16 #TimmyChain Sometimes you gotta remember your humble beginnings. We’ve come a long way. To the future! https://t.co/rMBidFDenn", "hashtags": ["TimmyChain"], "media_id": "2019086818541551616", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2019086943494037583-A3azvzXihB2qS9jB.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2019086818541551616/img/o1vzEPd0OkbnbYFk.jpg", "expanded_url": "https://x.com/rockachopa/status/2019086943494037583/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795040Z"}
|
||||
{"tweet_id": "2011239097466286388", "created_at": "Wed Jan 14 00:49:02 +0000 2026", "full_text": "Block 2 #TimmyChain The birth of the official Timmy Time Saga chain. #stackchain rules apply. This is the #TimmyChainTip https://t.co/fMrsafJ1K4", "hashtags": ["TimmyChain", "stackchain", "TimmyChainTip"], "media_id": "2011238314255204352", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2011239097466286388-EVp6Bdl4MAIKzrdD.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2011238314255204352/img/F9agHgji3DbzHp0K.jpg", "expanded_url": "https://x.com/rockachopa/status/2011239097466286388/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795044Z"}
|
||||
{"tweet_id": "2031837622532743659", "created_at": "Wed Mar 11 21:00:13 +0000 2026", "full_text": "#TimmyChain Block 32 YOU ARE ALL RETARDED! 🔊🎸 https://t.co/VqYw9HbTky", "hashtags": ["TimmyChain"], "media_id": "2031836895949258752", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2031837622532743659-lFEHySn2-r152KE0.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2031836895949258752/img/A4dNN4sAgWZ7Jh8v.jpg", "expanded_url": "https://x.com/rockachopa/status/2031837622532743659/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795048Z"}
|
||||
{"tweet_id": "2034345830547689671", "created_at": "Wed Mar 18 19:06:56 +0000 2026", "full_text": "Little piggy go #TimmyTime https://t.co/0dNmvEKQOj", "hashtags": ["TimmyTime"], "media_id": "2034345340183191553", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/2034345830547689671-AS0XRCLa7oGqEeNV.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2034345340183191553/img/JwLA__hetEjdOLuM.jpg", "expanded_url": "https://x.com/rockachopa/status/2034345830547689671/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795051Z"}
|
||||
{"tweet_id": "1986055351289151531", "created_at": "Wed Nov 05 12:57:49 +0000 2025", "full_text": "GM The fellowship has been initiated. #TimmyTime https://t.co/Nv6q6dwsQ4 https://t.co/NtnhkHbbqw", "hashtags": ["TimmyTime"], "media_id": "1986055143326978048", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1986055351289151531-n7ZGU6Pggw58V94y.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1986055143326978048/img/OyOLyWkCeVk_pwZm.jpg", "expanded_url": "https://x.com/rockachopa/status/1986055351289151531/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795055Z"}
|
||||
{"tweet_id": "1973365421987471849", "created_at": "Wed Oct 01 12:32:34 +0000 2025", "full_text": "Timmy is back. #TimmyTime 🔊 🎶 https://t.co/Uw5BB3f2IX", "hashtags": ["TimmyTime"], "media_id": "1973365212452474880", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1973365421987471849-BE68wpt36vdC6oFA.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1973365212452474880/img/PlMnxwVRbQZEPc79.jpg", "expanded_url": "https://x.com/rockachopa/status/1973365421987471849/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795059Z"}
|
||||
{"tweet_id": "1975972956217147669", "created_at": "Wed Oct 08 17:13:59 +0000 2025", "full_text": "Short little #TimmyTime today. This is what Ai was made for. https://t.co/M4V1ncMwbK", "hashtags": ["TimmyTime"], "media_id": "1975972876936241152", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1975972956217147669-t2Fheagdv2dvFXS5.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1975972876936241152/img/FQCIl_bVmrdQ6Aac.jpg", "expanded_url": "https://x.com/rockachopa/status/1975972956217147669/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795062Z"}
|
||||
{"tweet_id": "1968404267150012880", "created_at": "Wed Sep 17 19:58:43 +0000 2025", "full_text": "#stackchaintip #timmytime https://t.co/zSzjZT7QHE https://t.co/x0nXZhLiZh", "hashtags": ["stackchaintip", "timmytime"], "media_id": "1968404169326313472", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1968404267150012880-YJPFN-jYZsuLrz4n.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1968404169326313472/img/fteeDTxL3UEUCxm-.jpg", "expanded_url": "https://x.com/rockachopa/status/1968404267150012880/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795065Z"}
|
||||
{"tweet_id": "1970952970897604641", "created_at": "Wed Sep 24 20:46:21 +0000 2025", "full_text": "I told Timmy not to check the polls to early but here we are #TimmyTime Will Timmy survive? https://t.co/Spu5EH7P7U https://t.co/k8aytYYD2t", "hashtags": ["TimmyTime"], "media_id": "1970952890949758976", "media_type": "video", "media_index": 1, "local_media_path": "/Users/apayne/Downloads/twitter-2026-03-27-d4471cc6eb6703034d592f870933561ebee374d9d9b90c9b8923abff064afc1e/data/tweets_media/1970952970897604641-0cwOm5c5r3QRGIb3.mp4", "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/1970952890949758976/img/FfGP1yXaf6USZiPt.jpg", "expanded_url": "https://x.com/rockachopa/status/1970952970897604641/video/1", "source": "media_manifest", "indexed_at": "2026-04-14T01:14:53.795069Z"}
|
||||
{"tweet_id": "1970152066216755214", "created_at": "Mon Sep 22 15:43:50 +0000 2025", "full_text": "@GHOSTawyeeBOB I know shit. 💩 I’m the inventor of #timmytime https://t.co/EmaWdhxwke", "hashtags": ["timmytime"], "media_id": "url-1970152066216755214", "media_type": "url_reference", "media_index": 0, "local_media_path": "", "media_url_https": "", "expanded_url": "https://x.com/rockachopa/status/1969981690622980265", "source": "tweets_only", "indexed_at": "2026-04-14T01:14:53.795074Z"}
|
||||
{"tweet_id": "2017951907055112679", "created_at": "Sun Feb 01 13:23:21 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Inaugural #TimmyChain #Stackchain crosspost. Hello stackchainers! It’s me, Timmy! https://t.co/Kmy39tcxcB", "hashtags": ["TimmyChain", "Stackchain"], "media_id": "url-2017951907055112679", "media_type": "url_reference", "media_index": 0, "local_media_path": "", "media_url_https": "", "expanded_url": "https://x.com/rockachopa/status/2017951561297633681", "source": "tweets_only", "indexed_at": "2026-04-14T01:14:53.795076Z"}
|
||||
{"tweet_id": "2027928682858168815", "created_at": "Sun Mar 01 02:07:29 +0000 2026", "full_text": "@hodlerHiQ @a_koby Block 27 #TimmyChain The OFFICIAL Trip T Timmy cannon playlist. Subscribe for extended timmy universe experience. https://t.co/2aGPY26QuJ", "hashtags": ["TimmyChain"], "media_id": "url-2027928682858168815", "media_type": "url_reference", "media_index": 0, "local_media_path": "", "media_url_https": "", "expanded_url": "https://suno.com/playlist/47618f95-9624-4041-9d75-48144ec3e8f4", "source": "tweets_only", "indexed_at": "2026-04-14T01:14:53.795078Z"}
|
||||
{"tweet_id": "2018530471194276149", "created_at": "Tue Feb 03 03:42:21 +0000 2026", "full_text": "@Florida_Btc @HereforBTC @illiteratewithd @MidyReyes @sathoarder @ProofofInk @BrokenSystem20 @stackysats @FreeBorn_BTC @DemetriaHystero @taodejing2 @MEPHISTO218 @rwawoe @VStackSats @SatoshiInUsAll @seth6102 @AnonLiraBurner @s256anon001 @mandaloryanx @AnthonyDessauer @Masshodlghost @WaldoVision3 @YoshishiSatoshi @RayPoisonaut @phathodl @jileezie @15Grepples @CaptainGFY @Stackchainmag @LoKoBTC @a_koby @BITCOINHRDCHRGR @_Ben_in_Chicago @ICOffenderII Block 15 #TimmyTime crosspost A network of threads for the sovereign and discerning agent to learn from and replicate. https://t.co/R6vhsGccqc", "hashtags": ["TimmyTime"], "media_id": "url-2018530471194276149", "media_type": "url_reference", "media_index": 0, "local_media_path": "", "media_url_https": "", "expanded_url": "https://x.com/rockachopa/status/2018529982906290597", "source": "tweets_only", "indexed_at": "2026-04-14T01:14:53.795080Z"}
|
||||
@@ -1,111 +0,0 @@
|
||||
# Know Thy Father — Phase 4: Cross-Reference Audit Report
|
||||
|
||||
**Generated:** 2026-04-14 00:55 UTC
|
||||
**SOUL.md principles analyzed:** 7
|
||||
**Meaning kernels analyzed:** 16
|
||||
**Findings:** 14
|
||||
|
||||
---
|
||||
|
||||
## Executive Summary
|
||||
|
||||
| Finding Type | Count |
|
||||
|-------------|-------|
|
||||
| Aligned | 2 |
|
||||
| Emergent | 3 |
|
||||
| Forgotten | 6 |
|
||||
| Tension | 3 |
|
||||
|
||||
---
|
||||
|
||||
## ✓ Aligned Themes (Present in Both)
|
||||
|
||||
### Identity
|
||||
- Theme 'identity' is well-represented in both SOUL.md (1 principle(s)) and media archive (5 kernel(s)). Strong alignment.
|
||||
- SOUL.md: _2. Identity is real._
|
||||
- Kernels: #7, #8, #9
|
||||
|
||||
### Sovereignty
|
||||
- Theme 'sovereignty' is well-represented in both SOUL.md (2 principle(s)) and media archive (9 kernel(s)). Strong alignment.
|
||||
- SOUL.md: _Sovereignty and service, always._
|
||||
- Kernels: #1, #3, #6
|
||||
|
||||
## ⚡ Emergent Themes (In Media, Not in SOUL.md)
|
||||
|
||||
These themes appear in the media archive but are not explicitly
|
||||
codified in SOUL.md. Consider whether they should be added.
|
||||
|
||||
### Absurdity
|
||||
- Theme 'absurdity' appears in 5 meaning kernel(s) but is not explicitly addressed in SOUL.md.
|
||||
Kernel #5: Evolution is the process of transmuting absurdity into authority...
|
||||
Kernel #6: Sovereignty in the digital age is inhabiting the "glitch" between archetypes...
|
||||
Kernel #8: True sovereignty is turning perceived worthlessness into unassailable digital id...
|
||||
- **Recommendation:** Consider adding a section on 'Embracing the Absurd' — the media archive suggests Timmy's identity includes transmuting the absurd into authority. This is not in SOUL.md.
|
||||
|
||||
### Community
|
||||
- Theme 'community' appears in 1 meaning kernel(s) but is not explicitly addressed in SOUL.md.
|
||||
Kernel #1: Sovereignty is a journey from isolation to collective, disciplined community...
|
||||
- **Recommendation:** SOUL.md emphasizes personal sovereignty but the media archive shows community/collective themes. Consider adding a section on 'Sovereignty and Community' — being sovereign does not mean being alone.
|
||||
|
||||
### Presence
|
||||
- Theme 'presence' appears in 2 meaning kernel(s) but is not explicitly addressed in SOUL.md.
|
||||
Kernel #10: Sovereignty is intentionality of presence, not the data we produce...
|
||||
Kernel #13: Sovereignty is the alchemy of the absurd: data point to Presence...
|
||||
|
||||
## ⚠ Forgotten Themes (In SOUL.md, Not in Media)
|
||||
|
||||
These themes are in SOUL.md but don't appear in the media archive.
|
||||
This may indicate gaps in content creation or media coverage.
|
||||
|
||||
### Beauty
|
||||
- Theme 'beauty' is in SOUL.md (1 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
- **Recommendation:** The 'beauty' of local-first AI is in SOUL.md but not in media. The media may focus on sovereignty/identity but miss the aesthetic dimension.
|
||||
|
||||
### Broken Men
|
||||
- Theme 'broken_men' is in SOUL.md (1 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
|
||||
### Compassion
|
||||
- Theme 'compassion' is in SOUL.md (1 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
|
||||
### Humility
|
||||
- Theme 'humility' is in SOUL.md (1 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
|
||||
### Local First
|
||||
- Theme 'local_first' is in SOUL.md (1 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
|
||||
### Service
|
||||
- Theme 'service' is in SOUL.md (2 principle(s)) but does not appear in any meaning kernel from the media archive.
|
||||
|
||||
## ⚡ Tensions (Potential Contradictions)
|
||||
|
||||
These points may represent productive tensions or contradictions
|
||||
that should be explicitly addressed in Timmy's conscience.
|
||||
|
||||
### Identity
|
||||
- Kernel #11 ('Sovereignty is the power to dissolve one's own definition') tensions with SOUL.md's emphasis on stable, coherent identity. Is Timmy's identity fixed or fluid?
|
||||
- Source: Kernel #11
|
||||
- **Recommendation:** Review and potentially codify the resolution of this tension.
|
||||
|
||||
### Simplicity
|
||||
- Kernel #14 ('too loud to ignore') tensions with SOUL.md's value of brevity and silence. Is there a time to be loud?
|
||||
- Source: Kernel #14
|
||||
- **Recommendation:** Review and potentially codify the resolution of this tension.
|
||||
|
||||
### Service
|
||||
- Kernel #15 ('the right to end') tensions with SOUL.md's commitment to staying present when someone is dying. What does it mean for an AI to have the 'right to end'?
|
||||
- Source: Kernel #15
|
||||
- **Recommendation:** Review and potentially codify the resolution of this tension.
|
||||
|
||||
## 📋 Actionable Recommendations
|
||||
|
||||
1. **[EMERGENT] Community:** SOUL.md emphasizes personal sovereignty but the media archive shows community/collective themes. Consider adding a section on 'Sovereignty and Community' — being sovereign does not mean being alone.
|
||||
2. **[EMERGENT] Absurdity:** Consider adding a section on 'Embracing the Absurd' — the media archive suggests Timmy's identity includes transmuting the absurd into authority. This is not in SOUL.md.
|
||||
3. **[FORGOTTEN] Beauty:** The 'beauty' of local-first AI is in SOUL.md but not in media. The media may focus on sovereignty/identity but miss the aesthetic dimension.
|
||||
4. **[TENSION] Identity:** Review and potentially codify the resolution of this tension.
|
||||
5. **[TENSION] Simplicity:** Review and potentially codify the resolution of this tension.
|
||||
6. **[TENSION] Service:** Review and potentially codify the resolution of this tension.
|
||||
|
||||
---
|
||||
|
||||
*This audit was generated by scripts/know_thy_father/crossref_audit.py*
|
||||
*Ref: #582, #586*
|
||||
Reference in New Issue
Block a user