mempalace

jason/mempalace

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Author	SHA1	Message	Date
MSL	a3b7988d87	fix: stop hooks from making agents write in chat — save tokens The save hook and precompact hook were telling the agent to write diary entries, add drawers, and add KG triples IN THE CHAT WINDOW. Every line written stays in conversation history and retransmits on every subsequent turn — ~$1/session in wasted tokens. Fix: hooks now say "saved in background, no action needed" and use decision: allow instead of block. The agent continues working without interruption. All filing happens via the background pipeline. Also updated hooks README with: - Known limitation: hooks require session restart after install - Updated cost section: zero tokens, background-only Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-04-13 16:41:59 -03:00
Milla Jovovich	068dbd9a7b	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.	2026-04-04 18:16:04 -07:00

Author

SHA1

Message

Date

MSL

a3b7988d87

fix: stop hooks from making agents write in chat — save tokens

The save hook and precompact hook were telling the agent to write
diary entries, add drawers, and add KG triples IN THE CHAT WINDOW.
Every line written stays in conversation history and retransmits on
every subsequent turn — ~$1/session in wasted tokens.

Fix: hooks now say "saved in background, no action needed" and use
decision: allow instead of block. The agent continues working without
interruption. All filing happens via the background pipeline.

Also updated hooks README with:
- Known limitation: hooks require session restart after install
- Updated cost section: zero tokens, background-only

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

2026-04-13 16:41:59 -03:00

Milla Jovovich

068dbd9a7b

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.

2026-04-04 18:16:04 -07:00

2 Commits