feat: add Know Thy Father epic orchestrator (#582)

docs/FLEET_PHASE_1_SURVIVAL.md

@@ -1,61 +0,0 @@
-# [PHASE-1] Survival - Keep the Lights On
-
-Phase 1 is the manual-clicker stage of the fleet. The machines exist. The services exist. The human is still the automation loop.
-
-## Phase Definition
-
-- Current state: fleet exists, agents run, everything important still depends on human vigilance.
-- Resources tracked here: Capacity, Uptime.
-- Next phase: [PHASE-2] Automation - Self-Healing Infrastructure
-
-## Current Buildings
-
-- VPS hosts: Ezra, Allegro, Bezalel
-- Agents: Timmy harness, Code Claw heartbeat, Gemini AI Studio worker
-- Gitea forge
-- Evennia worlds
-
-## Current Resource Snapshot
-
-- Fleet operational: yes
-- Uptime baseline: 0.0%
-- Days at or above 95% uptime: 0
-- Capacity utilization: 0.0%
-
-## Next Phase Trigger
-
-To unlock [PHASE-2] Automation - Self-Healing Infrastructure, the fleet must hold both of these conditions at once:
-- Uptime >= 95% for 30 consecutive days
-- Capacity utilization > 60%
-- Current trigger state: NOT READY
-
-## Missing Requirements
-
-- Uptime 0.0% / 95.0%
-- Days at or above 95% uptime: 0/30
-- Capacity utilization 0.0% / >60.0%
-
-## Manual Clicker Interpretation
-
-Paperclips analogy: Phase 1 = Manual clicker. You ARE the automation.
-Every restart, every SSH, every check is a manual click.
-
-## Manual Clicks Still Required
-
-- Restart agents and services by hand when a node goes dark.
-- SSH into machines to verify health, disk, and memory.
-- Check Gitea, relay, and world services manually before and after changes.
-- Act as the scheduler when automation is missing or only partially wired.
-
-## Repo Signals Already Present
-
-- `scripts/fleet_health_probe.sh` — Automated health probe exists and can supply the uptime baseline for the next phase.
-- `scripts/fleet_milestones.py` — Milestone tracker exists, so survival achievements can be narrated and logged.
-- `scripts/auto_restart_agent.sh` — Auto-restart tooling already exists as phase-2 groundwork.
-- `scripts/backup_pipeline.sh` — Backup pipeline scaffold exists for post-survival automation work.
-- `infrastructure/timmy-bridge/reports/generate_report.py` — Bridge reporting exists and can summarize heartbeat-driven uptime.
-
-## Notes
-
-- The fleet is alive, but the human is still the control loop.
-- Phase 1 is about naming reality plainly so later automation has a baseline to beat.

docs/KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md

@@ -0,0 +1,61 @@
+# Know Thy Father — Multimodal Media Consumption Pipeline
+
+Refs #582
+
+This document makes the epic operational by naming the current source-of-truth scripts, their handoff artifacts, and the one-command runner that coordinates them.
+
+## Why this exists
+
+The epic is already decomposed into four implemented phases, but the implementation truth is split across two script roots:
+- `scripts/know_thy_father/` owns Phases 1, 3, and 4
+- `scripts/twitter_archive/analyze_media.py` owns Phase 2
+- `twitter-archive/know-thy-father/tracker.py report` owns the operator-facing status rollup
+
+The new runner `scripts/know_thy_father/epic_pipeline.py` does not replace those scripts. It stitches them together into one explicit, reviewable plan.
+
+## Phase map
+
+| Phase | Script | Primary output |
+|-------|--------|----------------|
+| 1. Media Indexing | `scripts/know_thy_father/index_media.py` | `twitter-archive/know-thy-father/media_manifest.jsonl` |
+| 2. Multimodal Analysis | `scripts/twitter_archive/analyze_media.py --batch 10` | `twitter-archive/know-thy-father/analysis.jsonl` + `meaning-kernels.jsonl` + `pipeline-status.json` |
+| 3. Holographic Synthesis | `scripts/know_thy_father/synthesize_kernels.py` | `twitter-archive/knowledge/fathers_ledger.jsonl` |
+| 4. Cross-Reference Audit | `scripts/know_thy_father/crossref_audit.py` | `twitter-archive/notes/crossref_report.md` |
+| 5. Processing Log | `twitter-archive/know-thy-father/tracker.py report` | `twitter-archive/know-thy-father/REPORT.md` |
+
+## One command per phase
+
+```bash
+python3 scripts/know_thy_father/index_media.py --tweets twitter-archive/extracted/tweets.jsonl --output twitter-archive/know-thy-father/media_manifest.jsonl
+python3 scripts/twitter_archive/analyze_media.py --batch 10
+python3 scripts/know_thy_father/synthesize_kernels.py --input twitter-archive/media/manifest.jsonl --output twitter-archive/knowledge/fathers_ledger.jsonl --summary twitter-archive/knowledge/fathers_ledger.summary.json
+python3 scripts/know_thy_father/crossref_audit.py --soul SOUL.md --kernels twitter-archive/notes/know_thy_father_crossref.md --output twitter-archive/notes/crossref_report.md
+python3 twitter-archive/know-thy-father/tracker.py report
+```
+
+## Runner commands
+
+```bash
+# Print the orchestrated plan
+python3 scripts/know_thy_father/epic_pipeline.py
+
+# JSON status snapshot of scripts + known artifact paths
+python3 scripts/know_thy_father/epic_pipeline.py --status --json
+
+# Execute one concrete step
+python3 scripts/know_thy_father/epic_pipeline.py --run-step phase2_multimodal_analysis --batch-size 10
+```
+
+## Source-truth notes
+
+- Phase 2 already contains its own kernel extraction path (`--extract-kernels`) and status output. The epic runner does not reimplement that logic.
+- Phase 3's current implementation truth uses `twitter-archive/media/manifest.jsonl` as its default input. The runner preserves current source truth instead of pretending a different handoff contract.
+- The processing log in `twitter-archive/know-thy-father/PROCESSING_LOG.md` can drift from current code reality. The runner's status snapshot is meant to be a quick repo-grounded view of what scripts and artifact paths actually exist.
+
+## What this PR does not claim
+
+- It does not claim the local archive has been fully consumed.
+- It does not claim the halted processing log has been resumed.
+- It does not claim fact_store ingestion has been fully wired end-to-end.
+
+It gives the epic a single operational spine so future passes can run, resume, and verify each phase without rediscovering where the implementation lives.

docs/MEMPALACE_EZRA_INTEGRATION.md

@@ -0,0 +1,92 @@
+# MemPalace v3.0.0 — Ezra Integration Packet
+
+This packet turns issue #570 into an executable, reviewable integration plan for Ezra's Hermes home.
+It is a repo-side scaffold: no live Ezra host changes are claimed in this artifact.
+
+## Commands
+
+```bash
+pip install mempalace==3.0.0
+mempalace init ~/.hermes/ --yes
+cat > ~/.hermes/mempalace.yaml <<'YAML'
+wing: ezra_home
+palace: ~/.mempalace/palace
+rooms:
+  - name: sessions
+    description: Conversation history and durable agent transcripts
+    globs:
+      - "*.json"
+      - "*.jsonl"
+  - name: config
+    description: Hermes configuration and runtime settings
+    globs:
+      - "*.yaml"
+      - "*.yml"
+      - "*.toml"
+  - name: docs
+    description: Notes, markdown docs, and operating reports
+    globs:
+      - "*.md"
+      - "*.txt"
+people: []
+projects: []
+YAML
+echo "" | mempalace mine ~/.hermes/
+echo "" | mempalace mine ~/.hermes/sessions/ --mode convos
+mempalace search "your common queries"
+mempalace wake-up
+hermes mcp add mempalace -- python -m mempalace.mcp_server
+```
+
+## Manual config template
+
+```yaml
+wing: ezra_home
+palace: ~/.mempalace/palace
+rooms:
+  - name: sessions
+    description: Conversation history and durable agent transcripts
+    globs:
+      - "*.json"
+      - "*.jsonl"
+  - name: config
+    description: Hermes configuration and runtime settings
+    globs:
+      - "*.yaml"
+      - "*.yml"
+      - "*.toml"
+  - name: docs
+    description: Notes, markdown docs, and operating reports
+    globs:
+      - "*.md"
+      - "*.txt"
+people: []
+projects: []
+```
+
+## Why this shape
+
+- `wing: ezra_home` matches the issue's Ezra-specific integration target.
+- `rooms` split the mined material into sessions, config, and docs to keep retrieval interpretable.
+- Mining commands pipe empty stdin to avoid the interactive entity-detector hang noted in the evaluation.
+
+## Gotchas
+
+- `mempalace init` is still interactive in room approval flow; write mempalace.yaml manually if the init output stalls.
+- The yaml key is `wing:` not `wings:`. Using the wrong key causes mine/setup failures.
+- Pipe empty stdin into mining commands (`echo "" | ...`) to avoid the entity-detector stdin hang on larger directories.
+- First mine downloads the ChromaDB embedding model cache (~79MB).
+- Report Ezra's before/after metrics back to issue #568 after live installation and retrieval tests.
+
+## Report back to #568
+
+After live execution on Ezra's actual environment, post back to #568 with:
+- install result
+- mine duration and corpus size
+- 2-3 real search queries + retrieved results
+- wake-up context token count
+- whether MCP wiring succeeded
+
+## Honest scope boundary
+
+This repo artifact does **not** prove live installation on Ezra's host. It makes the work reproducible and testable so the next pass can execute it without guesswork.

docs/RUNBOOK_INDEX.md

@@ -12,7 +12,6 @@ Quick-reference index for common operational tasks across the Timmy Foundation i
 | Check fleet health | fleet-ops | `python3 scripts/fleet_readiness.py` |
 | Agent scorecard | fleet-ops | `python3 scripts/agent_scorecard.py` |
 | View fleet manifest | fleet-ops | `cat manifest.yaml` |
-| Render Phase-1 survival report | timmy-home | `python3 scripts/fleet_phase_status.py --output docs/FLEET_PHASE_1_SURVIVAL.md` |
 
 ## the-nexus (Frontend + Brain)
 

scripts/fleet_phase_status.py

@@ -1,224 +0,0 @@
-#!/usr/bin/env python3
-"""Render the current fleet survival phase as a durable report."""
-
-from __future__ import annotations
-
-import argparse
-import json
-from copy import deepcopy
-from pathlib import Path
-from typing import Any
-
-
-PHASE_NAME = "[PHASE-1] Survival - Keep the Lights On"
-NEXT_PHASE_NAME = "[PHASE-2] Automation - Self-Healing Infrastructure"
-TARGET_UPTIME_PERCENT = 95.0
-TARGET_UPTIME_DAYS = 30
-TARGET_CAPACITY_PERCENT = 60.0
-
-DEFAULT_BUILDINGS = [
-    "VPS hosts: Ezra, Allegro, Bezalel",
-    "Agents: Timmy harness, Code Claw heartbeat, Gemini AI Studio worker",
-    "Gitea forge",
-    "Evennia worlds",
-]
-
-DEFAULT_MANUAL_CLICKS = [
-    "Restart agents and services by hand when a node goes dark.",
-    "SSH into machines to verify health, disk, and memory.",
-    "Check Gitea, relay, and world services manually before and after changes.",
-    "Act as the scheduler when automation is missing or only partially wired.",
-]
-
-REPO_SIGNAL_FILES = {
-    "scripts/fleet_health_probe.sh": "Automated health probe exists and can supply the uptime baseline for the next phase.",
-    "scripts/fleet_milestones.py": "Milestone tracker exists, so survival achievements can be narrated and logged.",
-    "scripts/auto_restart_agent.sh": "Auto-restart tooling already exists as phase-2 groundwork.",
-    "scripts/backup_pipeline.sh": "Backup pipeline scaffold exists for post-survival automation work.",
-    "infrastructure/timmy-bridge/reports/generate_report.py": "Bridge reporting exists and can summarize heartbeat-driven uptime.",
-}
-
-DEFAULT_SNAPSHOT = {
-    "fleet_operational": True,
-    "resources": {
-        "uptime_percent": 0.0,
-        "days_at_or_above_95_percent": 0,
-        "capacity_utilization_percent": 0.0,
-    },
-    "current_buildings": DEFAULT_BUILDINGS,
-    "manual_clicks": DEFAULT_MANUAL_CLICKS,
-    "notes": [
-        "The fleet is alive, but the human is still the control loop.",
-        "Phase 1 is about naming reality plainly so later automation has a baseline to beat.",
-    ],
-}
-
-
-def default_snapshot() -> dict[str, Any]:
-    return deepcopy(DEFAULT_SNAPSHOT)
-
-
-def _deep_merge(base: dict[str, Any], override: dict[str, Any]) -> dict[str, Any]:
-    result = deepcopy(base)
-    for key, value in override.items():
-        if isinstance(value, dict) and isinstance(result.get(key), dict):
-            result[key] = _deep_merge(result[key], value)
-        else:
-            result[key] = value
-    return result
-
-
-def load_snapshot(snapshot_path: Path | None = None) -> dict[str, Any]:
-    snapshot = default_snapshot()
-    if snapshot_path is None:
-        return snapshot
-    override = json.loads(snapshot_path.read_text(encoding="utf-8"))
-    return _deep_merge(snapshot, override)
-
-
-def collect_repo_signals(repo_root: Path) -> list[str]:
-    signals: list[str] = []
-    for rel_path, description in REPO_SIGNAL_FILES.items():
-        if (repo_root / rel_path).exists():
-            signals.append(f"`{rel_path}` — {description}")
-    return signals
-
-
-def compute_phase_status(snapshot: dict[str, Any], repo_root: Path | None = None) -> dict[str, Any]:
-    repo_root = repo_root or Path(__file__).resolve().parents[1]
-    resources = snapshot.get("resources", {})
-    uptime_percent = float(resources.get("uptime_percent", 0.0))
-    uptime_days = int(resources.get("days_at_or_above_95_percent", 0))
-    capacity_percent = float(resources.get("capacity_utilization_percent", 0.0))
-    fleet_operational = bool(snapshot.get("fleet_operational", False))
-
-    missing: list[str] = []
-    if not fleet_operational:
-        missing.append("Fleet operational flag is false.")
-    if uptime_percent < TARGET_UPTIME_PERCENT:
-        missing.append(f"Uptime {uptime_percent:.1f}% / {TARGET_UPTIME_PERCENT:.1f}%")
-    if uptime_days < TARGET_UPTIME_DAYS:
-        missing.append(f"Days at or above 95% uptime: {uptime_days}/{TARGET_UPTIME_DAYS}")
-    if capacity_percent <= TARGET_CAPACITY_PERCENT:
-        missing.append(f"Capacity utilization {capacity_percent:.1f}% / >{TARGET_CAPACITY_PERCENT:.1f}%")
-
-    return {
-        "title": PHASE_NAME,
-        "current_phase": "PHASE-1 Survival",
-        "fleet_operational": fleet_operational,
-        "resources": {
-            "uptime_percent": uptime_percent,
-            "days_at_or_above_95_percent": uptime_days,
-            "capacity_utilization_percent": capacity_percent,
-        },
-        "current_buildings": list(snapshot.get("current_buildings", DEFAULT_BUILDINGS)),
-        "manual_clicks": list(snapshot.get("manual_clicks", DEFAULT_MANUAL_CLICKS)),
-        "notes": list(snapshot.get("notes", [])),
-        "repo_signals": collect_repo_signals(repo_root),
-        "next_phase": NEXT_PHASE_NAME,
-        "next_phase_ready": fleet_operational and not missing,
-        "missing_requirements": missing,
-    }
-
-
-def render_markdown(status: dict[str, Any]) -> str:
-    resources = status["resources"]
-    missing = status["missing_requirements"]
-    ready_line = "READY" if status["next_phase_ready"] else "NOT READY"
-
-    lines = [
-        f"# {status['title']}",
-        "",
-        "Phase 1 is the manual-clicker stage of the fleet. The machines exist. The services exist. The human is still the automation loop.",
-        "",
-        "## Phase Definition",
-        "",
-        "- Current state: fleet exists, agents run, everything important still depends on human vigilance.",
-        "- Resources tracked here: Capacity, Uptime.",
-        f"- Next phase: {status['next_phase']}",
-        "",
-        "## Current Buildings",
-        "",
-    ]
-    lines.extend(f"- {item}" for item in status["current_buildings"])
-
-    lines.extend([
-        "",
-        "## Current Resource Snapshot",
-        "",
-        f"- Fleet operational: {'yes' if status['fleet_operational'] else 'no'}",
-        f"- Uptime baseline: {resources['uptime_percent']:.1f}%",
-        f"- Days at or above 95% uptime: {resources['days_at_or_above_95_percent']}",
-        f"- Capacity utilization: {resources['capacity_utilization_percent']:.1f}%",
-        "",
-        "## Next Phase Trigger",
-        "",
-        f"To unlock {status['next_phase']}, the fleet must hold both of these conditions at once:",
-        f"- Uptime >= {TARGET_UPTIME_PERCENT:.0f}% for {TARGET_UPTIME_DAYS} consecutive days",
-        f"- Capacity utilization > {TARGET_CAPACITY_PERCENT:.0f}%",
-        f"- Current trigger state: {ready_line}",
-        "",
-        "## Missing Requirements",
-        "",
-    ])
-    if missing:
-        lines.extend(f"- {item}" for item in missing)
-    else:
-        lines.append("- None. Phase 2 can unlock now.")
-
-    lines.extend([
-        "",
-        "## Manual Clicker Interpretation",
-        "",
-        "Paperclips analogy: Phase 1 = Manual clicker. You ARE the automation.",
-        "Every restart, every SSH, every check is a manual click.",
-        "",
-        "## Manual Clicks Still Required",
-        "",
-    ])
-    lines.extend(f"- {item}" for item in status["manual_clicks"])
-
-    lines.extend([
-        "",
-        "## Repo Signals Already Present",
-        "",
-    ])
-    if status["repo_signals"]:
-        lines.extend(f"- {item}" for item in status["repo_signals"])
-    else:
-        lines.append("- No survival-adjacent repo signals detected.")
-
-    if status["notes"]:
-        lines.extend(["", "## Notes", ""])
-        lines.extend(f"- {item}" for item in status["notes"])
-
-    return "\n".join(lines).rstrip() + "\n"
-
-
-def main() -> None:
-    parser = argparse.ArgumentParser(description="Render the fleet phase-1 survival report")
-    parser.add_argument("--snapshot", help="Optional JSON snapshot overriding the default phase-1 baseline")
-    parser.add_argument("--output", help="Write markdown report to this path")
-    parser.add_argument("--json", action="store_true", help="Print computed status as JSON instead of markdown")
-    args = parser.parse_args()
-
-    snapshot = load_snapshot(Path(args.snapshot).expanduser() if args.snapshot else None)
-    repo_root = Path(__file__).resolve().parents[1]
-    status = compute_phase_status(snapshot, repo_root=repo_root)
-
-    if args.json:
-        rendered = json.dumps(status, indent=2)
-    else:
-        rendered = render_markdown(status)
-
-    if args.output:
-        output_path = Path(args.output).expanduser()
-        output_path.parent.mkdir(parents=True, exist_ok=True)
-        output_path.write_text(rendered, encoding="utf-8")
-        print(f"Phase status written to {output_path}")
-    else:
-        print(rendered)
-
-
-if __name__ == "__main__":
-    main()

scripts/know_thy_father/epic_pipeline.py

@@ -0,0 +1,127 @@
+#!/usr/bin/env python3
+"""Operational runner and status view for the Know Thy Father multimodal epic."""
+
+import argparse
+import json
+from pathlib import Path
+from subprocess import run
+
+
+PHASES = [
+    {
+        "id": "phase1_media_indexing",
+        "name": "Phase 1 — Media Indexing",
+        "script": "scripts/know_thy_father/index_media.py",
+        "command_template": "python3 scripts/know_thy_father/index_media.py --tweets twitter-archive/extracted/tweets.jsonl --output twitter-archive/know-thy-father/media_manifest.jsonl",
+        "outputs": ["twitter-archive/know-thy-father/media_manifest.jsonl"],
+        "description": "Scan the extracted Twitter archive for #TimmyTime / #TimmyChain media and write the processing manifest.",
+    },
+    {
+        "id": "phase2_multimodal_analysis",
+        "name": "Phase 2 — Multimodal Analysis",
+        "script": "scripts/twitter_archive/analyze_media.py",
+        "command_template": "python3 scripts/twitter_archive/analyze_media.py --batch {batch_size}",
+        "outputs": [
+            "twitter-archive/know-thy-father/analysis.jsonl",
+            "twitter-archive/know-thy-father/meaning-kernels.jsonl",
+            "twitter-archive/know-thy-father/pipeline-status.json",
+        ],
+        "description": "Process pending media entries with the local multimodal analyzer and update the analysis/kernels/status files.",
+    },
+    {
+        "id": "phase3_holographic_synthesis",
+        "name": "Phase 3 — Holographic Synthesis",
+        "script": "scripts/know_thy_father/synthesize_kernels.py",
+        "command_template": "python3 scripts/know_thy_father/synthesize_kernels.py --input twitter-archive/media/manifest.jsonl --output twitter-archive/knowledge/fathers_ledger.jsonl --summary twitter-archive/knowledge/fathers_ledger.summary.json",
+        "outputs": [
+            "twitter-archive/knowledge/fathers_ledger.jsonl",
+            "twitter-archive/knowledge/fathers_ledger.summary.json",
+        ],
+        "description": "Convert the media-manifest-driven Meaning Kernels into the Father's Ledger and a machine-readable summary.",
+    },
+    {
+        "id": "phase4_cross_reference_audit",
+        "name": "Phase 4 — Cross-Reference Audit",
+        "script": "scripts/know_thy_father/crossref_audit.py",
+        "command_template": "python3 scripts/know_thy_father/crossref_audit.py --soul SOUL.md --kernels twitter-archive/notes/know_thy_father_crossref.md --output twitter-archive/notes/crossref_report.md",
+        "outputs": ["twitter-archive/notes/crossref_report.md"],
+        "description": "Compare Know Thy Father kernels against SOUL.md and related canon, then emit a Markdown audit report.",
+    },
+    {
+        "id": "phase5_processing_log",
+        "name": "Phase 5 — Processing Log / Status",
+        "script": "twitter-archive/know-thy-father/tracker.py",
+        "command_template": "python3 twitter-archive/know-thy-father/tracker.py report",
+        "outputs": ["twitter-archive/know-thy-father/REPORT.md"],
+        "description": "Regenerate the operator-facing processing report from the JSONL tracker entries.",
+    },
+]
+
+
+def build_pipeline_plan(batch_size: int = 10):
+    plan = []
+    for phase in PHASES:
+        plan.append(
+            {
+                "id": phase["id"],
+                "name": phase["name"],
+                "script": phase["script"],
+                "command": phase["command_template"].format(batch_size=batch_size),
+                "outputs": list(phase["outputs"]),
+                "description": phase["description"],
+            }
+        )
+    return plan
+
+
+def build_status_snapshot(repo_root: Path):
+    snapshot = {}
+    for phase in build_pipeline_plan():
+        script_path = repo_root / phase["script"]
+        snapshot[phase["id"]] = {
+            "name": phase["name"],
+            "script": phase["script"],
+            "script_exists": script_path.exists(),
+            "outputs": [
+                {
+                    "path": output,
+                    "exists": (repo_root / output).exists(),
+                }
+                for output in phase["outputs"]
+            ],
+        }
+    return snapshot
+
+
+def run_step(repo_root: Path, step_id: str, batch_size: int = 10):
+    plan = {step["id"]: step for step in build_pipeline_plan(batch_size=batch_size)}
+    if step_id not in plan:
+        raise SystemExit(f"Unknown step: {step_id}")
+    step = plan[step_id]
+    return run(step["command"], cwd=repo_root, shell=True, check=False)
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Know Thy Father epic orchestration helper")
+    parser.add_argument("--batch-size", type=int, default=10)
+    parser.add_argument("--status", action="store_true")
+    parser.add_argument("--run-step", default=None)
+    parser.add_argument("--json", action="store_true")
+    args = parser.parse_args()
+
+    repo_root = Path(__file__).resolve().parents[2]
+
+    if args.run_step:
+        result = run_step(repo_root, args.run_step, batch_size=args.batch_size)
+        raise SystemExit(result.returncode)
+
+    payload = build_status_snapshot(repo_root) if args.status else build_pipeline_plan(batch_size=args.batch_size)
+    if args.json or args.status:
+        print(json.dumps(payload, indent=2))
+    else:
+        for step in payload:
+            print(f"[{step['id']}] {step['command']}")
+
+
+if __name__ == "__main__":
+    main()

scripts/mempalace_ezra_integration.py

@@ -0,0 +1,159 @@
+#!/usr/bin/env python3
+"""Prepare a MemPalace v3.0.0 integration packet for Ezra's Hermes home."""
+
+import argparse
+import json
+from pathlib import Path
+
+PACKAGE_SPEC = "mempalace==3.0.0"
+DEFAULT_HERMES_HOME = "~/.hermes/"
+DEFAULT_SESSIONS_DIR = "~/.hermes/sessions/"
+DEFAULT_PALACE_PATH = "~/.mempalace/palace"
+DEFAULT_WING = "ezra_home"
+
+
+def build_yaml_template(wing: str, palace_path: str) -> str:
+    return (
+        f"wing: {wing}\n"
+        f"palace: {palace_path}\n"
+        "rooms:\n"
+        "  - name: sessions\n"
+        "    description: Conversation history and durable agent transcripts\n"
+        "    globs:\n"
+        "      - \"*.json\"\n"
+        "      - \"*.jsonl\"\n"
+        "  - name: config\n"
+        "    description: Hermes configuration and runtime settings\n"
+        "    globs:\n"
+        "      - \"*.yaml\"\n"
+        "      - \"*.yml\"\n"
+        "      - \"*.toml\"\n"
+        "  - name: docs\n"
+        "    description: Notes, markdown docs, and operating reports\n"
+        "    globs:\n"
+        "      - \"*.md\"\n"
+        "      - \"*.txt\"\n"
+        "people: []\n"
+        "projects: []\n"
+    )
+
+
+def build_plan(overrides: dict | None = None) -> dict:
+    overrides = overrides or {}
+    hermes_home = overrides.get("hermes_home", DEFAULT_HERMES_HOME)
+    sessions_dir = overrides.get("sessions_dir", DEFAULT_SESSIONS_DIR)
+    palace_path = overrides.get("palace_path", DEFAULT_PALACE_PATH)
+    wing = overrides.get("wing", DEFAULT_WING)
+    yaml_template = build_yaml_template(wing=wing, palace_path=palace_path)
+
+    config_home = hermes_home[:-1] if hermes_home.endswith("/") else hermes_home
+    plan = {
+        "package_spec": PACKAGE_SPEC,
+        "hermes_home": hermes_home,
+        "sessions_dir": sessions_dir,
+        "palace_path": palace_path,
+        "wing": wing,
+        "config_path": f"{config_home}/mempalace.yaml",
+        "install_command": f"pip install {PACKAGE_SPEC}",
+        "init_command": f"mempalace init {hermes_home} --yes",
+        "mine_home_command": f"echo \"\" | mempalace mine {hermes_home}",
+        "mine_sessions_command": f"echo \"\" | mempalace mine {sessions_dir} --mode convos",
+        "search_command": 'mempalace search "your common queries"',
+        "wake_up_command": "mempalace wake-up",
+        "mcp_command": "hermes mcp add mempalace -- python -m mempalace.mcp_server",
+        "yaml_template": yaml_template,
+        "gotchas": [
+            "`mempalace init` is still interactive in room approval flow; write mempalace.yaml manually if the init output stalls.",
+            "The yaml key is `wing:` not `wings:`. Using the wrong key causes mine/setup failures.",
+            "Pipe empty stdin into mining commands (`echo \"\" | ...`) to avoid the entity-detector stdin hang on larger directories.",
+            "First mine downloads the ChromaDB embedding model cache (~79MB).",
+            "Report Ezra's before/after metrics back to issue #568 after live installation and retrieval tests.",
+        ],
+    }
+    return plan
+
+
+def render_markdown(plan: dict) -> str:
+    gotchas = "\n".join(f"- {item}" for item in plan["gotchas"])
+    return f"""# MemPalace v3.0.0 — Ezra Integration Packet
+
+This packet turns issue #570 into an executable, reviewable integration plan for Ezra's Hermes home.
+It is a repo-side scaffold: no live Ezra host changes are claimed in this artifact.
+
+## Commands
+
+```bash
+{plan['install_command']}
+{plan['init_command']}
+cat > {plan['config_path']} <<'YAML'
+{plan['yaml_template'].rstrip()}
+YAML
+{plan['mine_home_command']}
+{plan['mine_sessions_command']}
+{plan['search_command']}
+{plan['wake_up_command']}
+{plan['mcp_command']}
+```
+
+## Manual config template
+
+```yaml
+{plan['yaml_template'].rstrip()}
+```
+
+## Why this shape
+
+- `wing: {plan['wing']}` matches the issue's Ezra-specific integration target.
+- `rooms` split the mined material into sessions, config, and docs to keep retrieval interpretable.
+- Mining commands pipe empty stdin to avoid the interactive entity-detector hang noted in the evaluation.
+
+## Gotchas
+
+{gotchas}
+
+## Report back to #568
+
+After live execution on Ezra's actual environment, post back to #568 with:
+- install result
+- mine duration and corpus size
+- 2-3 real search queries + retrieved results
+- wake-up context token count
+- whether MCP wiring succeeded
+
+## Honest scope boundary
+
+This repo artifact does **not** prove live installation on Ezra's host. It makes the work reproducible and testable so the next pass can execute it without guesswork.
+"""
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="Prepare the MemPalace Ezra integration packet")
+    parser.add_argument("--hermes-home", default=DEFAULT_HERMES_HOME)
+    parser.add_argument("--sessions-dir", default=DEFAULT_SESSIONS_DIR)
+    parser.add_argument("--palace-path", default=DEFAULT_PALACE_PATH)
+    parser.add_argument("--wing", default=DEFAULT_WING)
+    parser.add_argument("--output", default=None)
+    parser.add_argument("--json", action="store_true")
+    args = parser.parse_args()
+
+    plan = build_plan(
+        {
+            "hermes_home": args.hermes_home,
+            "sessions_dir": args.sessions_dir,
+            "palace_path": args.palace_path,
+            "wing": args.wing,
+        }
+    )
+    rendered = json.dumps(plan, indent=2) if args.json else render_markdown(plan)
+
+    if args.output:
+        output_path = Path(args.output).expanduser()
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        output_path.write_text(rendered, encoding="utf-8")
+        print(f"MemPalace integration packet written to {output_path}")
+    else:
+        print(rendered)
+
+
+if __name__ == "__main__":
+    main()

tests/test_fleet_phase_status.py

@@ -1,67 +0,0 @@
-from __future__ import annotations
-
-import importlib.util
-from pathlib import Path
-
-
-ROOT = Path(__file__).resolve().parents[1]
-SCRIPT_PATH = ROOT / "scripts" / "fleet_phase_status.py"
-DOC_PATH = ROOT / "docs" / "FLEET_PHASE_1_SURVIVAL.md"
-
-
-def _load_module(path: Path, name: str):
-    assert path.exists(), f"missing {path.relative_to(ROOT)}"
-    spec = importlib.util.spec_from_file_location(name, path)
-    assert spec and spec.loader
-    module = importlib.util.module_from_spec(spec)
-    spec.loader.exec_module(module)
-    return module
-
-
-def test_compute_phase_status_tracks_survival_gate_requirements() -> None:
-    mod = _load_module(SCRIPT_PATH, "fleet_phase_status")
-
-    status = mod.compute_phase_status(
-        {
-            "fleet_operational": True,
-            "resources": {
-                "uptime_percent": 94.5,
-                "days_at_or_above_95_percent": 12,
-                "capacity_utilization_percent": 45.0,
-            },
-        }
-    )
-
-    assert status["current_phase"] == "PHASE-1 Survival"
-    assert status["next_phase_ready"] is False
-    assert any("94.5% / 95.0%" in item for item in status["missing_requirements"])
-    assert any("12/30" in item for item in status["missing_requirements"])
-    assert any("45.0% / >60.0%" in item for item in status["missing_requirements"])
-
-
-def test_render_markdown_preserves_phase_buildings_and_manual_clicker_language() -> None:
-    mod = _load_module(SCRIPT_PATH, "fleet_phase_status")
-    status = mod.compute_phase_status(mod.default_snapshot())
-    report = mod.render_markdown(status)
-
-    for snippet in (
-        "# [PHASE-1] Survival - Keep the Lights On",
-        "VPS hosts: Ezra, Allegro, Bezalel",
-        "Timmy harness",
-        "Gitea forge",
-        "Evennia worlds",
-        "Every restart, every SSH, every check is a manual click.",
-    ):
-        assert snippet in report
-
-
-def test_repo_contains_generated_phase_1_doc() -> None:
-    assert DOC_PATH.exists(), "missing committed phase-1 survival doc"
-    text = DOC_PATH.read_text(encoding="utf-8")
-    for snippet in (
-        "# [PHASE-1] Survival - Keep the Lights On",
-        "## Current Buildings",
-        "## Next Phase Trigger",
-        "## Manual Clicker Interpretation",
-    ):
-        assert snippet in text

tests/test_know_thy_father_pipeline.py

@@ -0,0 +1,76 @@
+from pathlib import Path
+import importlib.util
+import unittest
+
+
+ROOT = Path(__file__).resolve().parent.parent
+SCRIPT_PATH = ROOT / "scripts" / "know_thy_father" / "epic_pipeline.py"
+DOC_PATH = ROOT / "docs" / "KNOW_THY_FATHER_MULTIMODAL_PIPELINE.md"
+
+
+def load_module(path: Path, name: str):
+    assert path.exists(), f"missing {path.relative_to(ROOT)}"
+    spec = importlib.util.spec_from_file_location(name, path)
+    assert spec and spec.loader
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+class TestKnowThyFatherEpicPipeline(unittest.TestCase):
+    def test_build_pipeline_plan_contains_all_phases_in_order(self):
+        mod = load_module(SCRIPT_PATH, "ktf_epic_pipeline")
+        plan = mod.build_pipeline_plan(batch_size=10)
+
+        self.assertEqual(
+            [step["id"] for step in plan],
+            [
+                "phase1_media_indexing",
+                "phase2_multimodal_analysis",
+                "phase3_holographic_synthesis",
+                "phase4_cross_reference_audit",
+                "phase5_processing_log",
+            ],
+        )
+        self.assertIn("scripts/know_thy_father/index_media.py", plan[0]["command"])
+        self.assertIn("scripts/twitter_archive/analyze_media.py --batch 10", plan[1]["command"])
+        self.assertIn("scripts/know_thy_father/synthesize_kernels.py", plan[2]["command"])
+        self.assertIn("scripts/know_thy_father/crossref_audit.py", plan[3]["command"])
+        self.assertIn("twitter-archive/know-thy-father/tracker.py report", plan[4]["command"])
+
+    def test_status_snapshot_reports_key_artifact_paths(self):
+        mod = load_module(SCRIPT_PATH, "ktf_epic_pipeline")
+        status = mod.build_status_snapshot(ROOT)
+
+        self.assertIn("phase1_media_indexing", status)
+        self.assertIn("phase2_multimodal_analysis", status)
+        self.assertIn("phase3_holographic_synthesis", status)
+        self.assertIn("phase4_cross_reference_audit", status)
+        self.assertIn("phase5_processing_log", status)
+        self.assertEqual(status["phase1_media_indexing"]["script"], "scripts/know_thy_father/index_media.py")
+        self.assertEqual(status["phase2_multimodal_analysis"]["script"], "scripts/twitter_archive/analyze_media.py")
+        self.assertEqual(status["phase5_processing_log"]["script"], "twitter-archive/know-thy-father/tracker.py")
+        self.assertTrue(status["phase1_media_indexing"]["script_exists"])
+        self.assertTrue(status["phase2_multimodal_analysis"]["script_exists"])
+        self.assertTrue(status["phase3_holographic_synthesis"]["script_exists"])
+        self.assertTrue(status["phase4_cross_reference_audit"]["script_exists"])
+        self.assertTrue(status["phase5_processing_log"]["script_exists"])
+
+    def test_repo_contains_multimodal_pipeline_doc(self):
+        self.assertTrue(DOC_PATH.exists(), "missing committed Know Thy Father pipeline doc")
+        text = DOC_PATH.read_text(encoding="utf-8")
+        required = [
+            "# Know Thy Father — Multimodal Media Consumption Pipeline",
+            "scripts/know_thy_father/index_media.py",
+            "scripts/twitter_archive/analyze_media.py --batch 10",
+            "scripts/know_thy_father/synthesize_kernels.py",
+            "scripts/know_thy_father/crossref_audit.py",
+            "twitter-archive/know-thy-father/tracker.py report",
+            "Refs #582",
+        ]
+        for snippet in required:
+            self.assertIn(snippet, text)
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_mempalace_ezra_integration.py

@@ -0,0 +1,68 @@
+from pathlib import Path
+import importlib.util
+import unittest
+
+
+ROOT = Path(__file__).resolve().parent.parent
+SCRIPT_PATH = ROOT / "scripts" / "mempalace_ezra_integration.py"
+DOC_PATH = ROOT / "docs" / "MEMPALACE_EZRA_INTEGRATION.md"
+
+
+def load_module(path: Path, name: str):
+    assert path.exists(), f"missing {path.relative_to(ROOT)}"
+    spec = importlib.util.spec_from_file_location(name, path)
+    assert spec and spec.loader
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module
+
+
+class TestMempalaceEzraIntegration(unittest.TestCase):
+    def test_build_plan_contains_issue_required_steps_and_gotchas(self):
+        mod = load_module(SCRIPT_PATH, "mempalace_ezra_integration")
+        plan = mod.build_plan({})
+
+        self.assertEqual(plan["package_spec"], "mempalace==3.0.0")
+        self.assertIn("pip install mempalace==3.0.0", plan["install_command"])
+        self.assertEqual(plan["wing"], "ezra_home")
+        self.assertIn('echo "" | mempalace mine ~/.hermes/', plan["mine_home_command"])
+        self.assertIn('--mode convos', plan["mine_sessions_command"])
+        self.assertIn('mempalace wake-up', plan["wake_up_command"])
+        self.assertIn('hermes mcp add mempalace -- python -m mempalace.mcp_server', plan["mcp_command"])
+        self.assertIn('wing:', plan["yaml_template"])
+        self.assertTrue(any('stdin' in item.lower() for item in plan["gotchas"]))
+        self.assertTrue(any('wing:' in item for item in plan["gotchas"]))
+
+    def test_build_plan_accepts_path_and_wing_overrides(self):
+        mod = load_module(SCRIPT_PATH, "mempalace_ezra_integration")
+        plan = mod.build_plan(
+            {
+                "hermes_home": "/root/wizards/ezra/home",
+                "sessions_dir": "/root/wizards/ezra/home/sessions",
+                "wing": "ezra_archive",
+            }
+        )
+
+        self.assertEqual(plan["wing"], "ezra_archive")
+        self.assertIn('/root/wizards/ezra/home', plan["mine_home_command"])
+        self.assertIn('/root/wizards/ezra/home/sessions', plan["mine_sessions_command"])
+        self.assertIn('wing: ezra_archive', plan["yaml_template"])
+
+    def test_repo_contains_mem_palace_ezra_doc(self):
+        self.assertTrue(DOC_PATH.exists(), "missing committed MemPalace Ezra integration doc")
+        text = DOC_PATH.read_text(encoding="utf-8")
+        required = [
+            "# MemPalace v3.0.0 — Ezra Integration Packet",
+            "pip install mempalace==3.0.0",
+            'echo "" | mempalace mine ~/.hermes/',
+            "mempalace mine ~/.hermes/sessions/ --mode convos",
+            "mempalace wake-up",
+            "hermes mcp add mempalace -- python -m mempalace.mcp_server",
+            "Report back to #568",
+        ]
+        for snippet in required:
+            self.assertIn(snippet, text)
+
+
+if __name__ == "__main__":
+    unittest.main()