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memory-to-skill

Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or 'turn this into a skill'. Manages MemSearch procedural-memory candidates under .memsearch/skill-candidates/, not the host agent's own skills system.

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

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Last checked
Nov 7, 2026

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2,834
Repository last updated
Nov 6, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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You manage MemSearch's **procedural memory**: skills distilled from the work you
repeat — a third layer beside the daily journals (episodic) and PROJECT.md /
USER.md (semantic). State once that this is MemSearch skill distillation, not
the host agent's built-in skills system.

Stages: **0** memory journals → **1** candidate (`.memsearch/skill-candidates/`,
a git-tracked store that keeps evolving) → **2** installed (an agent skill dir).
Candidates are never installed automatically; installing is always a human step.
User requests may stop at candidate creation/review, or continue to installation
in the same turn after explicit approval; match the requested stage.

The `plugins.<platform>.memory_to_skill.*` config key prefix and the install-path
notes are platform-specific — see your platform reference file: