55152ce476
fix: unify package and MCP version reporting
2026-04-07 08:53:25 +01:00
1782628b8a
docs: add narrative palace walkthrough to README
...
Add Milla's conversational explanation of the palace architecture
(wings → rooms → closets → drawers → halls → tunnels) as an
introductory section before the technical diagram.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com >
2026-04-06 13:34:48 -07:00
f14f59d61c
README: How You Actually Use It — MCP flow + local model flow
2026-04-05 22:46:50 -07:00
f54d42f50a
README: AAAK works with local models too — Claude, GPT, Gemini, Llama, Mistral
2026-04-05 22:14:15 -07:00
18cca2c97c
README: Specialist Agents — agents live in the palace, not CLAUDE.md
2026-04-05 12:23:14 -07:00
6d8c462219
fix: resolve ruff lint and format errors across codebase
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Fix E402 import ordering, F841 unused variable, F541 unnecessary
f-strings, F401 unused import, and auto-format 6 files.
2026-04-04 18:37:17 -07:00
0f8fa8c7d5
bench: add benchmark runners, results docs, and test suite
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Benchmarks: LongMemEval, LoCoMo, ConvoMem, MemBench runners with
methodology docs and hybrid retrieval analysis.
Tests: config, miner, convo_miner, normalize — 9 tests, all passing.
2026-04-04 18:33:42 -07:00
068dbd9a7b
MemPalace: palace architecture, AAAK compression, knowledge graph
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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.
2026-04-04 18:16:04 -07:00
James Cane