Skills for Real Engineers. Straight from my .agents directory.
39 skills
memory-to-skill
Agent skill from
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.
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/_shared/skills/memory-to-skill/
# into
~/.claude/skills/memory-to-skill/ (all projects)
.claude/skills/memory-to-skill/ (one project)
1You manage MemSearch's **procedural memory**: skills distilled from the work you2repeat — a third layer beside the daily journals (episodic) and PROJECT.md /3USER.md (semantic). State once that this is MemSearch skill distillation, not4the host agent's built-in skills system.56Stages: **0** memory journals → **1** candidate (`.memsearch/skill-candidates/`,7a git-tracked store that keeps evolving) → **2** installed (an agent skill dir).8Candidates are never installed automatically; installing is always a human step.9User requests may stop at candidate creation/review, or continue to installation10in the same turn after explicit approval; match the requested stage.1112The `plugins.<platform>.memory_to_skill.*` config key prefix and the install-path13notes are platform-specific — see your platform reference file:1415- Claude Code → `references/claude-code.md`16- Codex → `references/codex.md`17- OpenClaw → `references/openclaw.md`18- OpenCode → `references/opencode.md`19- DeepSeek Harness → `references/dsh.md`2021## Intent routing2223- "make/turn this into a skill", "from what we just did" → **A. Capture now**.24- "what skills / review candidates / install X" → **B. Review & install**.25- "mine my history / find recurring workflows" → **C. Distill from history**.26- "enable / configure / how eager" → **D. Configure**.27- Unclear or empty → run **B**'s `list`; if empty, offer A or C.2829## A. Capture what you just did (0→1→2)30…
Excerpt shown under the repository's MIT license.
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