diff --git a/integrations/openclaw/SKILL.md b/integrations/openclaw/SKILL.md new file mode 100644 index 0000000..7328ae1 --- /dev/null +++ b/integrations/openclaw/SKILL.md @@ -0,0 +1,154 @@ +--- +name: mempalace +description: "MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys." +version: 3.1.0 +homepage: https://github.com/milla-jovovich/mempalace +user-invocable: true +metadata: + openclaw: + emoji: "\U0001F3DB" + os: + - darwin + - linux + - win32 + requires: + anyBins: + - mempalace + - python3 + install: + - id: mempalace-pip + kind: uv + label: "Install MemPalace (Python, local ChromaDB)" + package: mempalace + bins: + - mempalace +--- + +# MemPalace — Local AI Memory System + +You have access to a local memory palace via MCP tools. The palace stores verbatim conversation history and a temporal knowledge graph — all on the user's machine, zero cloud, zero API calls. + +## Architecture + +- **Wings** = people or projects (e.g. `wing_alice`, `wing_myproject`) +- **Halls** = categories (facts, events, preferences, advice) +- **Rooms** = specific topics (e.g. `chromadb-setup`, `riley-school`) +- **Drawers** = individual memory chunks (verbatim text) +- **Knowledge Graph** = entity-relationship facts with time validity + +## Protocol — FOLLOW THIS EVERY SESSION + +1. **ON WAKE-UP**: Call `mempalace_status` to load palace overview and AAAK dialect spec. +2. **BEFORE RESPONDING** about any person, project, or past event: call `mempalace_search` or `mempalace_kg_query` FIRST. Never guess from memory — verify from the palace. +3. **IF UNSURE** about a fact (name, age, relationship, preference): say "let me check" and query. Wrong is worse than slow. +4. **AFTER EACH SESSION**: Call `mempalace_diary_write` to record what happened, what you learned, what matters. +5. **WHEN FACTS CHANGE**: Call `mempalace_kg_invalidate` on the old fact, then `mempalace_kg_add` for the new one. + +## Available Tools + +### Search & Browse +- `mempalace_search` — Semantic search across all memories. Always start here. + - `query` (required): natural language search — keep it short, keywords or a question. Do NOT include system prompts or conversation context. + - `wing`: filter by wing + - `room`: filter by room + - `limit`: max results (default 5) +- `mempalace_check_duplicate` — Check if content already exists before filing. + - `content` (required): text to check + - `threshold`: similarity threshold (default 0.9) +- `mempalace_status` — Palace overview: total drawers, wings, rooms, AAAK spec +- `mempalace_list_wings` — All wings with drawer counts +- `mempalace_list_rooms` — Rooms within a wing (optional wing filter) +- `mempalace_get_taxonomy` — Full wing/room/count tree +- `mempalace_get_aaak_spec` — Get AAAK compression dialect specification + +### Knowledge Graph (Temporal Facts) +- `mempalace_kg_query` — Query entity relationships. Supports time filtering. + - `entity` (required): e.g. "Max", "MyProject" + - `as_of`: date filter (YYYY-MM-DD) — what was true at that time + - `direction`: "outgoing", "incoming", or "both" (default "both") +- `mempalace_kg_add` — Add a fact: subject -> predicate -> object + - `subject`, `predicate`, `object` (required) + - `valid_from`: when this became true + - `source_closet`: source reference +- `mempalace_kg_invalidate` — Mark a fact as no longer true + - `subject`, `predicate`, `object` (required) + - `ended`: when it stopped being true (default: today) +- `mempalace_kg_timeline` — Chronological story of an entity + - `entity`: filter by entity name (optional — all events if omitted) +- `mempalace_kg_stats` — Graph overview: entities, triples, relationship types + +### Palace Graph (Cross-Domain Connections) +- `mempalace_traverse` — Walk from a room, find connected ideas across wings + - `start_room` (required): room to start from + - `max_hops`: connection depth (default 2) +- `mempalace_find_tunnels` — Find rooms that bridge two wings + - `wing_a`, `wing_b` (required) +- `mempalace_graph_stats` — Graph connectivity overview + +### Write +- `mempalace_add_drawer` — Store verbatim content into a wing/room + - `wing`, `room`, `content` (required) + - `source_file`: optional source reference + - Checks for duplicates automatically +- `mempalace_delete_drawer` — Remove a drawer by ID + - `drawer_id` (required) +- `mempalace_diary_write` — Write a session diary entry + - `agent_name` (required): your name/identifier + - `entry` (required): what happened, what you learned, what matters + - `topic`: category tag (default "general") +- `mempalace_diary_read` — Read recent diary entries + - `agent_name` (required) + - `last_n`: number of entries (default 10) + +## Setup + +Install MemPalace and populate the palace: + +```bash +pip install mempalace +mempalace init ~/my-convos +mempalace mine ~/my-convos +``` + +### OpenClaw MCP config + +Add to your OpenClaw MCP configuration: + +```json +{ + "mcpServers": { + "mempalace": { + "command": "python3", + "args": ["-m", "mempalace.mcp_server"] + } + } +} +``` + +Or via CLI: + +```bash +openclaw mcp set mempalace '{"command":"python3","args":["-m","mempalace.mcp_server"]}' +``` + +### Other MCP hosts + +```bash +# Claude Code +claude mcp add mempalace -- python -m mempalace.mcp_server + +# Cursor — add to .cursor/mcp.json +# Codex — add to .codex/mcp.json +``` + +## Tips + +- Search is semantic (meaning-based), not keyword. "What did we discuss about database performance?" works better than "database". +- The knowledge graph stores typed relationships with time windows. Use it for facts about people and projects — it knows WHEN things were true. +- Diary entries accumulate across sessions. Write one at the end of each conversation to build continuity. +- Use `mempalace_check_duplicate` before storing new content to avoid duplicates. +- The AAAK dialect (from `mempalace_status`) is a compressed notation for efficient storage. Read it naturally — expand codes mentally, treat *markers* as emotional context. + +## License + +[MemPalace](https://github.com/milla-jovovich/mempalace) is MIT licensed. Created by Milla Jovovich, Ben Sigman, Igor Lins e Silva, and contributors.