
Memory Recall
Search and recall relevant memories from past sessions via MemSearch.
Install
npx skills add zilliztech/memsearch --skill memory-recall -g -a claude-code -y- Repository
- zilliztech/memsearch2.8k
- Category
- Testing
- Updated
- 9d ago
- License
- MIT
- Context cost
- Lightabout 556 tokens
- Runs scripts
- No, instructions only
What it does
Search and recall relevant memories from past sessions via MemSearch. Use for past decisions, debugging notes, previous conversations, and project knowledge, especially when the context includes a MemSearch memory hint. Skip purely current-code questions or when the user asks to ignore memory.
Search memories relevant to the user's current question. The plugin's tools resolve the requesting session's checkout and configured collection, and recover pending capture before recall.
Steps
-
Use
memory_searchwith a concrete query andtop_k: 5. It returns text containing a JSON array of objects withchunk_hash,contentandsource. When calling throughexecute, return the search result and inspect its text before selecting hashes. Evaluate relevance before expanding results. -
Use
memory_getwith the most promisingchunk_hashvalues to read full Markdown sections. -
For claims requiring original dialogue, use
memory_transcriptwithsession_id,turn_idanddb_pathfrom the expandedsession:/turn:/db:anchor. Setcontext: 3; for an anchor without a turn, uselimit: 10.- If OpenCode transcript lookup fails after an upgrade, distinguish an incompatible host/plugin pair, an unavailable database or session/turn, and an incomplete V1-to-V2 database migration. See OpenCode diagnostics, also used by
memory-config. Check the referenced conversation only; a lookup failure does not justify scanning unrelated transcripts. - Keep existing markdown and
session:/turn:/db:anchors unchanged. Return useful search/expand results with the L3 limitation stated. If host migration is needed, direct the user to OpenCode's migration guidance; do not migrate the database or rewrite anchors during recall. Do not describe a summary as verified original dialogue.
- If OpenCode transcript lookup fails after an upgrade, distinguish an incompatible host/plugin pair, an unavailable database or session/turn, and an incomplete V1-to-V2 database migration. See OpenCode diagnostics, also used by
-
Return a concise account of relevant facts with dates and source files. Distinguish journal summaries from verified dialogue. If nothing relevant is found, say so.


