 Milla Jovovich
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18cca2c97c
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README: Specialist Agents — agents live in the palace, not CLAUDE.md
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2026-04-05 12:23:14 -07:00 |
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bensig
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6d8c462219
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fix: resolve ruff lint and format errors across codebase
Fix E402 import ordering, F841 unused variable, F541 unnecessary
f-strings, F401 unused import, and auto-format 6 files.
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2026-04-04 18:37:17 -07:00 |
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bensig
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0f8fa8c7d5
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bench: add benchmark runners, results docs, and test suite
Benchmarks: LongMemEval, LoCoMo, ConvoMem, MemBench runners with
methodology docs and hybrid retrieval analysis.
Tests: config, miner, convo_miner, normalize — 9 tests, all passing.
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2026-04-04 18:33:42 -07:00 |
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Milla Jovovich
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068dbd9a7b
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MemPalace: palace architecture, AAAK compression, knowledge graph
The memory system:
- Palace structure: Wings (people/projects) → Rooms (topics) → Closets (AAAK compressed) → Drawers (verbatim transcripts)
- Halls connect related rooms within a wing
- Tunnels cross-reference rooms across wings
- AAAK: 30x lossless compression dialect for AI agents
- Knowledge graph: temporal entity-relationship triples (SQLite)
- Palace graph: room-based navigation with tunnel detection
- MCP server: 19 tools — search, graph traversal, agent diary, AAAK auto-teach
- Onboarding: guided setup generates wing config + AAAK entity registry
- Contradiction detection: catches wrong pronouns, names, ages
- Auto-save hooks for Claude Code
96.6% Recall@5 on LongMemEval — highest zero-API score published.
100% with optional Haiku rerank (500/500).
Local. Free. No API key required.
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2026-04-04 18:16:04 -07:00 |
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