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Memory Distill

Category: General  ·  Sub-category: knowledge-mgmt  ·  Last updated:
memory/{gotchas,learned}/observations.jsonl raw 관찰을 정제 .md로 변환하는 사용자 트리거 스킬. 핸드오프 의존이 약할 때 의지로 호출. Dreaming-like rebuild 모드 지원 (기존 정제 .md + 새 관찰 통합 + 중복/모순 제거). /memory-distill로 실행. 또한 핸드오프 자동 정제와 동일 로직을 공유.

What this skill does

Memory Distill is a community-contributed Claude Code skill in the knowledge-mgmt sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/memory-distill/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Memory Distill Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 76,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/memory-distill
curl -L https://claudskills.com/skills/memory-distill/SKILL.md \
  -o ~/.claude/skills/memory-distill/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/memory-distill/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/memory-distill/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\memory-distill\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Memory Distill Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/memory-distill/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Memory Distill skill do?
memory/{gotchas,learned}/observations.jsonl raw 관찰을 정제 .md로 변환하는 사용자 트리거 스킬. 핸드오프 의존이 약할 때 의지로 호출. Dreaming-like rebuild 모드 지원 (기존 정제 .md + 새 관찰 통합 + 중복/모순 제거). /memory-distill로 실행. 또한 핸드오프 자동 정제와 동일 로직을 공유.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Memory Distill skill?
Use Memory Distill when your Claude Code task falls under the General category — specifically in the knowledge mgmt area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Memory Distill" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Memory Distill skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Memory Distill is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Dannykkh. (2026). Memory Distill [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/memory-distill/
BibTeX
@misc{memory-distill-2026,
  author    = {Dannykkh},
  title     = {Memory Distill [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/memory-distill/}
}

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