Agent skill

Distill Memory

by nowledge-co in nowledge-co/community

Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.

No licenceAuto-check passedKnowledge Management

Install Distill Memory

skills CLI
$ npx skills add nowledge-co/community --skill distill-memory -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nowledge-co/community distill-memory --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nowledge-co/community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/nowledge-mem-npx-skills/skills/distill-memory .claude/skills/distill-memory && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
distill-memory
GitHub stars
186
Token cost
~486 tokens
SKILL.md length
254 words
Files
1
Skills in repo
53
Repo updated
First seen
Licence
None found

At a glance

Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.

  • Tasks that involve Knowledge bases
  • SKILL.md covers When to Save, Add vs Update and Native Connector
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Distill Memory is an agent skill from nowledge-co/community. Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.

Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Knowledge Management, covering Knowledge bases. The repository describes itself as: Community Repo for Nowledge Labs Products.

When your agent uses it

  • Tasks that involve Knowledge bases

Example prompts

  • “/distill-memory”

What it can do on your machine

Read from SKILL.md and the folder at commit 1f4d7eb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • mem.nowledge.co

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Distill Memory loads about 486 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 254 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~486

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 254 words (~486 tokens).

“Save proactively when the conversation produces a durable fact, preference, decision, plan, procedure, learning, event, or important context. Do not wait to be asked.”

— opening of SKILL.md by nowledge-co
name
distill-memory

Read the full SKILL.md on GitHub

Files

Just SKILL.md in nowledge-mem-npx-skills/skills/distill-memory of nowledge-co/community.

Open the folder on GitHubat commit 1f4d7eb

Compare with similar skills

Distill Memory next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Distill Memory compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Distill Memory this skillnowledge-co/community186—~486Automated safety check: PassNone
Capture Conversationoutline/outline41k—~474Automated safety check: PassCustom licence
Find And Citeoutline/outline41k—~537Automated safety check: PassCustom licence
Xhs Virtual Productchenjin-cmd/xhs-virtual-product726—~862Automated safety check: PassMIT
OpenkbVectifyAI/OpenKB4.8k1 repos~2kAutomated safety check: WarnApache-2.0
Learn From Materialsdmoshehun-prog/learn-from-materials937—~7.9kAutomated safety check: PassMIT

Similar skills

  • Capture Conversation

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    41k GitHub stars~474 tokensUpdated today
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  • Find And Cite

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    Answer questions from the Outline knowledge base with quotes and links to the source documents; use when the user asks what the team knows, documented, or decided about a topic.

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All 53 skills in this repo
  • Save Thread

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  • Check Integration

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    Check Nowledge Mem setup, detect your agent, and guide native connector setup.

    186 GitHub stars~3.5k tokensUpdated today
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  • Distill Memory

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    Save key decisions, procedures, or learnings so the user never has to rediscover them.

    186 GitHub stars~644 tokensUpdated today
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  • Explore Graph

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    Render a focused interactive graph for memories retrieved from Nowledge Mem, automatically after successful Memory retrieval or when the user explicitly asks to view, show, inspect, or explore their…

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  • Save Handoff

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    Save a concise handoff summary between OpenHands worker agents or when the user explicitly requests a task checkpoint.

    186 GitHub stars~514 tokensUpdated today
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  • Save Thread

    nowledge-co/community

    Save the real Claude Code or Grok Build session messages only when the user explicitly requests it.

    186 GitHub stars~561 tokensUpdated today
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Questions about Distill Memory

What does Distill Memory do?

Capture breakthrough moments and valuable insights as searchable memories in your knowledge base. Distill Memory is an agent skill from nowledge-co/community. Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.

When should I use Distill Memory?

Distill Memory fits situations like: tasks that involve Knowledge bases.

How do I install Distill Memory in Claude Code?

Run `npx skills add nowledge-co/community --skill distill-memory -a claude-code`. Or copy the skill folder (nowledge-mem-npx-skills/skills/distill-memory in nowledge-co/community) into .claude/skills/distill-memory in your project. Claude Code loads it when a task matches its description.

How do I install Distill Memory in Codex?

Run `npx skills add nowledge-co/community --skill distill-memory -a codex`. Or copy the skill folder (nowledge-mem-npx-skills/skills/distill-memory in nowledge-co/community) into .agents/skills/distill-memory in your project. Codex loads it when a task matches its description.

Can I use Distill Memory in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nowledge-co/community --skill distill-memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/distill-memory, .gemini/skills/distill-memory, .github/skills/distill-memory and .opencode/skills/distill-memory in your project.

What does Distill Memory need to run?

SKILL.md names no scripts, command-line tools or credentials: Distill Memory is instructions for the agent only.

Does Distill Memory access the network?

SKILL.md names 1 domain. As links in the text: mem.nowledge.co. This is read from the text; nothing was executed.

Is Distill Memory safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Distill Memory use?

No licence was found for Distill Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Distill Memory use?

About 486 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Distill Memory?

Skills that share tags, products or a category with Distill Memory: Capture Conversation (outline/outline, 41k stars), Find And Cite (outline/outline, 41k stars), Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 726 stars) and Openkb (VectifyAI/OpenKB, 4.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Distill Memory?

nowledge-co (a GitHub organization) maintains it in nowledge-co/community, which has 186 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on October 8, 2026.

Source: nowledge-co/community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.