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SKILL.md

memory-recall

Agent skill fromzilliztech/memsearch

<!--

How to install memory-recall

install memory-recall
# install the memsearch pack with the skills CLI
npx skills add zilliztech/memsearch

# or add only this skill to Claude Code: copy the folder

plugins/dsh/skills/memory-recall/

# into

~/.claude/skills/memory-recall/ (all projects)

.claude/skills/memory-recall/ (one project)

plugins/dsh/skills/memory-recall/SKILL.md

MITFull file
1<!--
2 memsearch-dsh memory-recall skill body.
3 Registered by plugins/dsh/index.js via ctx.skills.registerProvider()
4 with metadata (name: memory-recall, description, whenToUse) supplied in code.
5 {{PLACEHOLDER}} tokens are substituted for the calling workspace when loaded.
6-->
7
8# Memory Recall
9
10Search memsearch's persistent memory for context relevant to the user's question. The memory store is shared across agents (Claude Code, Codex, OpenClaw, OpenCode, DeepSeek Harness), so it can surface past work, decisions, and conversation fragments from any of them.
11
12## When to use
13
14Use this skill when the user's question could benefit from historical context: they reference past work, ask what was done before, or the current task could reuse earlier decisions or findings. A search is cheap (one index query), so when in doubt, run it.
15
16## Steps
17
18### 1. Search for relevant chunks
19
20Run a semantic search over the project's memsearch collection. The plugin derives the collection from the current working directory when this skill is loaded:
21
22```bash
23{{MEMSEARCH_CMD}} search "{{QUERY}}" --top-k 5 --json-output {{MILVUS_FLAG}}--default-collection "{{COLLECTION}}"
24```
25
26Before each search, check whether `~/.memsearch/config.toml` or the project's
27`.memsearch.toml` exists. If neither exists, add `--provider onnx` to the command.
28Otherwise, leave the provider unset so the existing configuration applies.
29…

Excerpt shown under the repository's MIT license.

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