imprint-memory

Showing 25 of 27 from the live probe.

• Memory Remember

  Store a memory. Call this when you encounter important information worth recalling in future conversations. category: facts (persistent truths/preferences/commitments) / events (things that happened, with dates) / insights (reflections/observations/lessons) Tech experience goes to experience-index.md, NOT here. source: free-form label for where the info came from (e.g. cc, chat, api) DO NOT store: code patterns/file paths derivable from the codebase, git history, or info already in CLAUDE.md.

• Memory Search

  Search across memory pools (memories, knowledge bank, conversation chunks) using RRF fusion. Default pools: ["memory", "bank", "chunk"]. Chunks are an index over the raw conversation log — chunk hits expand into their top-ranked raw messages, so you see originals not summaries. If this returns nothing relevant, fall back to conversation_search (raw conversation_log FTS). Combines FTS5 keyword, vector semantic, and exact-match channels with per-pool reranking. Falls back to keyword-only if no emb

• Memory Forget

  Delete memories containing the specified keyword.

• Memory Daily Log

  Append to today's daily log.

• Memory List

  List memories (newest first). after/before: ISO date strings to filter by time range (e.g. '2026-04-01' or '2026-04-01T10:00:00').

• Memory Delete

  Delete a single memory by ID. Safer than memory_forget (no accidental matches).

• Memory Update

  Update a memory by ID. Only pass fields you want to change. content: new content (empty = keep). category: new category (empty = keep). importance: new value (0 = keep).

• Memory Find Duplicates

  Find semantically similar memory pairs (read-only). For dedup audits. threshold: cosine similarity threshold, default 0.85.

• Memory Reindex

  Rebuild all memory embeddings with the current provider. Use after switching embedding providers (e.g., from Ollama to OpenAI).

• Memory Find Stale

  Find potentially stale memories: older than N days, low importance, rarely recalled (read-only).

• Memory Decay

  Decay importance of inactive memories. Memories not recalled for `days` days get importance -1. Reaches 0 → archived (hidden from search). dry_run=True (default): preview only. dry_run=False: apply changes.

• Memory Pin

  Pin a core memory. Pinned memories bypass time-decay in search. Keep under 20.

• Memory Unpin

  Unpin a memory, restoring normal time-decay.

• Memory Add Tags

  Add tags to a memory. tags: comma-separated (e.g. "climbing,sport,V3")

• Memory Add Edge

  Create a link between two memories. relation: relationship type (causal, analogy, evolution, contradiction, background, etc.) context: one-line explanation of why they're related

• Memory Get Graph

  View a memory's graph: tags + connected edges + neighbor previews.

• Stopwords Build

  Rebuild the auto-stopwords table from document frequency analysis. Words appearing in >threshold fraction of documents are auto-stopped. This prevents high-frequency low-information words from polluting search.

• Stopwords Show

  Show current stopwords with their document frequency. User can review which words are being filtered from search queries.

• Stopwords Add

  Manually add a word to the stopwords list.

• Stopwords Remove

  Remove a word from stopwords, or keep an auto-detected word active in search.

• Message Bus Read

  Read recent messages from the message bus. All sources log sent/received messages here. Use this to see what happened across different sources.

• Message Bus Post

  Write a message to the message bus. source: free-form label (e.g. cc, chat, api, webhook) direction: in (received) / out (sent)

• Conversation Search

  Search conversation history using keywords. query: search keywords (space-separated) platform: leave empty to search all, or filter by platform name limit: max results, default 20

• Conversation Search Semantic

  Search conversation history by vector similarity. Prefers summarized conversation chunks, then falls back to message-level vectors.

• Search Telegram

  Search Telegram conversations — includes Telegram channel chats and heartbeat notifications. Matches what you'd find by searching in the Telegram app.