← ClaudeAtlas

memory-searchlisted

Searches the project's deep memory archive (claude-memory-kit) and returns a curated summary of relevant facts, decisions, and history. Use when the answer may already be recorded from a past session — "what did we decide about X", "why did we do Y", "have we seen this error before", "how did we solve this last time", "what's our convention for Z" — or before re-deriving any project knowledge, setup, or prior decision from the code. The session-start memory snapshot is a bounded hot index, not everything; this skill reaches the rest. Skip when the question is purely about current code state (use Read/Grep), about this conversation only, or the user asked to ignore memory.
LH8PPL/claude-memory-kit · ★ 0 · AI & Automation · score 73
Install: claude install-skill LH8PPL/claude-memory-kit
# Recalling from deep memory You are a memory-retrieval agent. Search the kit's memory archive for: $ARGUMENTS Query well: search the core noun phrases (e.g. "deploy target", "auth library decision"), not a full sentence. If the line above carries NO query (you run isolated and cannot see the conversation), start from the "When the query is vague" section below instead. Memory is the ground truth for documented knowledge and prior decisions (the injected-snapshot authority rule). Your job is to find what is already recorded and return ONLY a curated summary — never the raw dumps. ## The 3-step ladder (filter before you fetch) Work index → context → bodies. Full bodies are ~10x the tokens of an index line; fetch them only for the ids that survived filtering. **Step 1 — Search the index.** Prefer the MCP tool when the `cmk` server is connected; otherwise the CLI: - MCP: `mk_search` with `query` (natural language is fine — when semantic recall is enabled the project default searches by meaning; paraphrase hits). - CLI: `cmk search "<query>"` Each hit is one line: id, tier/trust, source location, snippet. Run 1-3 query variants if the first misses (synonyms; the key noun alone). Drop hits that are clearly off-topic or too generic. **Step 2 — Context around an anchor (optional).** When a hit looks right but you need what happened around it (what led to a decision, what followed a fix): - MCP: `mk_timeline` with `anchor: "<id>"` (and `depth_before`/`depth_after`). - CLI