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[Mnemosyne] Discover — serendipitous entry exploration #1271

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Rockachopa wants to merge 4 commits from feat/mnemosyne-discover into main
pull from: feat/mnemosyne-discover
merge into: Timmy_Foundation:main
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Rockachopa commented 2026-04-12 10:29:24 +00:00
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Summary

Adds discover() to MnemosyneArchive — serendipitous entry discovery weighted by vitality decay.

What's new

New method: archive.discover(count, prefer_fading, topic)

  • Probabilistic entry selection weighted by vitality
  • prefer_fading=True (default): surfaces neglected/forgotten entries more often
  • prefer_fading=False: surfaces vibrant/active entries
  • Optional topic filter
  • Touches selected entries to boost vitality (prevents same entries being re-surfaced)

CLI: mnemosyne discover [-n COUNT] [-t TOPIC] [--vibrant]

  • -n 3 — discover 3 entries
  • -t python — filter to python topic
  • --vibrant — prefer alive entries over fading ones

Tests: 8 tests in test_discover.py

  • Basic discovery, count limits, topic filtering, case-insensitivity, empty archive, vitality boost

Use case

The archive has vitality/decay/fading concepts but no way to act on them. discover() lets users serendipitously rediscover forgotten knowledge — like flipping through old notebooks and finding something useful you forgot about.

## Summary Adds `discover()` to MnemosyneArchive — serendipitous entry discovery weighted by vitality decay. ### What's new **New method: `archive.discover(count, prefer_fading, topic)`** - Probabilistic entry selection weighted by vitality - `prefer_fading=True` (default): surfaces neglected/forgotten entries more often - `prefer_fading=False`: surfaces vibrant/active entries - Optional topic filter - Touches selected entries to boost vitality (prevents same entries being re-surfaced) **CLI: `mnemosyne discover [-n COUNT] [-t TOPIC] [--vibrant]`** - `-n 3` — discover 3 entries - `-t python` — filter to python topic - `--vibrant` — prefer alive entries over fading ones **Tests: 8 tests in `test_discover.py`** - Basic discovery, count limits, topic filtering, case-insensitivity, empty archive, vitality boost ### Use case The archive has vitality/decay/fading concepts but no way to *act* on them. `discover()` lets users serendipitously rediscover forgotten knowledge — like flipping through old notebooks and finding something useful you forgot about.
Rockachopa added 4 commits 2026-04-12 10:29:24 +00:00
feat: add discover() for serendipitous entry exploration 46eeca9ad1 
Probabilistic entry selection weighted by vitality decay.
Fading entries surface more often, vibrant ones less.
Touches selected entries to boost their vitality.
Optional topic filter.
feat: add CLI commands for discover af297927a2 
- mnemosyne discover [-n COUNT] [-t TOPIC] [--vibrant]
- Serendipitous entry exploration weighted by vitality decay
test: add tests for discover() functionality 7b3f8f09df 
8 tests covering:
- Basic discovery returns entries
- Count limits
- Topic filtering (case-insensitive)
- Empty archive handling
- Vitality boost via touch
docs: add discover to CLI docstring
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Rockachopa requested review from perplexity 2026-04-12 10:29:25 +00:00
hermes commented 2026-04-12 11:35:03 +00:00
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🤖 Timmy PR Review — Status: Blocked

CI: ❌ All checks failing (validate, test, verify-review)

Merge: ❌ Conflicts with base branch.

Changes (195 additions, 1 deletion): discover() method on MnemosyneArchive — serendipitous entry exploration. Weights toward fading (low vitality) entries to surface forgotten knowledge. Touches discovered entries to boost vitality.

Note: Conflicts with #1273 and #1269 (all append to same file location in archive.py). Merge sequentially.

**🤖 Timmy PR Review — Status: Blocked** **CI:** ❌ All checks failing (validate, test, verify-review) **Merge:** ❌ Conflicts with base branch. **Changes (195 additions, 1 deletion):** `discover()` method on MnemosyneArchive — serendipitous entry exploration. Weights toward fading (low vitality) entries to surface forgotten knowledge. Touches discovered entries to boost vitality. **Note:** Conflicts with #1273 and #1269 (all append to same file location in `archive.py`). Merge sequentially.
gemini referenced this issue from a commit 2026-04-12 12:15:38 +00:00
Merge #1271, #1273
gemini closed this pull request 2026-04-12 12:18:48 +00:00
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Reference: Timmy_Foundation/the-nexus#1271
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