Tooluck logoTooluck
SKILL.md

memory-to-skill

Agent skill fromzilliztech/memsearch

<!--

How to install memory-to-skill

install memory-to-skill
# 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-to-skill/

# into

~/.claude/skills/memory-to-skill/ (all projects)

.claude/skills/memory-to-skill/ (one project)

plugins/dsh/skills/memory-to-skill/SKILL.md

MITFull file
1<!--
2 memsearch-dsh memory-to-skill skill body.
3 Registered at plugin load by plugins/dsh/index.js via ctx.skills.register()
4 with metadata (name: memory-to-skill, description, whenToUse) supplied in code.
5-->
6
7
8You manage MemSearch's **procedural memory**: skills distilled from the work you
9repeat — a third layer beside the daily journals (episodic) and PROJECT.md /
10USER.md (semantic). State once that this is MemSearch skill distillation, not
11the host agent's built-in skills system.
12
13Stages: **0** memory journals → **1** candidate (`.memsearch/skill-candidates/`,
14a git-tracked store that keeps evolving) → **2** installed (an agent skill dir).
15Candidates are never installed automatically; installing is always a human step.
16User requests may stop at candidate creation/review, or continue to installation
17in the same turn after explicit approval; match the requested stage.
18
19The `plugins.<platform>.memory_to_skill.*` config key prefix and the install-path
20notes are platform-specific — see your platform reference file:
21
22- Claude Code → `references/claude-code.md`
23- Codex → `references/codex.md`
24- OpenClaw → `references/openclaw.md`
25- OpenCode → `references/opencode.md`
26- DeepSeek Harness → `references/dsh.md`
27
28## Intent routing
29
30- "make/turn this into a skill", "from what we just did" → **A. Capture now**.
31- "what skills / review candidates / install X" → **B. Review & install**.
32- "mine my history / find recurring workflows" → **C. Distill from history**.
33…

Excerpt shown under the repository's MIT license.

More skills in memsearch

Newsletter

Join the Community

Subscribe to our newsletter for the latest news and updates