Agent skill

Summarize

by cashew-labs in cashew-labs/libretto

Summarize a spec or current changes into a format suitable for sharing on Slack.

MITAuto-check passedDevelopment

Install Summarize

skills CLI
$ npx skills add cashew-labs/libretto --skill summarize -a claude-code

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

GitHub CLI
$ gh skill install cashew-labs/libretto summarize --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/cashew-labs/libretto.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/summarize .claude/skills/summarize && 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
summarize
GitHub stars
904
Token cost
~233 tokens
SKILL.md length
83 words
Files
1
Skills in repo
21
Repo updated
First seen
Licence
MIT

At a glance

Summarize a spec or current changes into a format suitable for sharing on Slack.

  • Creating a summary for team communication
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Summarize is an agent skill from cashew-labs/libretto. Summarize a spec or current changes into a format suitable for sharing on Slack. Use when creating a summary for team communication.

Its SKILL.md is about 230 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 Development. It works with Slack. The repository describes itself as: The AI toolkit for building reliable browser automations. The licence is MIT.

When your agent uses it

  • Creating a summary for team communication

Example prompts

  • “/summarize”

What it can do on your machine

Read from SKILL.md and the folder at commit 41ab782. 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

    No URLs in SKILL.md.

    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

Summarize loads about 233 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 83 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~36
When it runs · the whole SKILL.md, loaded when a task matches
~233

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

The full file from cashew-labs/libretto at commit 41ab782, republished under its MIT licence (© cashew-labs). 83 words, ~233 tokens.

Download SKILL.mdSave it as .claude/skills/summarize/SKILL.md (or your agent's skills folder).
name
summarize
description
Summarize a spec or current changes into a format suitable for sharing on Slack. Use when creating a summary for team communication.

Summarize the given spec or current changes into a format suitable for sharing on Slack.

Read the spec file or use git diff to understand the current changes if no spec is provided.

Output the summary in this exact format:

**Problem:** Right now, we ...
- <bullet point explaining issue>
- <bullet point explaining issue>
- ...

**Solution:** <one sentence explaining the solution>
- <bullet point explaining change>
- <bullet point explaining change>
- ...

Guidelines:

  • Write concisely using active voice
  • Focus on what matters to teammates who have no context
  • Do not reference "this spec" or "this PR" - explain the problem and solution directly
  • Keep bullet points short and scannable
  • Use technical terms appropriately but avoid jargon

© cashew-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/summarize of cashew-labs/libretto.

Open the folder on GitHubat commit 41ab782

Compare with similar skills

Summarize 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.

Summarize compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Summarize this skillcashew-labs/libretto904—~233Automated safety check: PassMIT
Code Design Rationale Investigatorcursor/plugins10k9 repos~2.6kAutomated safety check: PassNone
Release DigestKiln-AI/Kiln5.2k—~2.7kAutomated safety check: PassCustom licence
Pre Releaserusq/slackdump2.8k—~841Automated safety check: PassAGPL-3.0
Dev Instanceyc-software/qm15k—~3.7kAutomated safety check: NotesMIT
Releaseshaharia-lab/slackcli231—~1.9kAutomated safety check: PassMIT

Similar skills

  • Official

    Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.

    10k GitHub starsUsed in 9 repos~2.6k tokens
    DevelopmentAuto-check passed
  • Release Digest

    Kiln-AI/Kiln

    Post a "what's changed since the last release" recap to the release Slack channel for final QA.

    5.2k GitHub stars~2.7k tokensUpdated today
    DevelopmentAuto-check passed
  • Pre Release

    rusq/slackdump

    Prepare this repository for a release. An agent skill from rusq/slackdump.

    2.8k GitHub stars~841 tokensUpdated today
    DevelopmentAuto-check passed
  • Dev Instance

    yc-software/qm

    Run the current worktree as a production-shaped local dev instance with web, Slack, or both, on a real LLM + Postgres.

    15k GitHub stars~3.7k tokensUpdated today
    DevelopmentAuto-check: notes
  • Release

    shaharia-lab/slackcli

    Cut a new SlackCLI release end to end — survey commits since the last tag, recommend a SemVer bump, open the release issue, prepare the version bump and CHANGELOG promotion on a branch, open the…

    231 GitHub stars~1.9k tokensUpdated today
    DevelopmentAuto-check passed
  • Gentle AI Comment Writer

    Gentleman-Programming/gentle-shell

    Write warm, direct collaboration comments. An agent skill from Gentleman-Programming/gentle-shell.

    1.2k GitHub stars~623 tokensUpdated today
    DevelopmentAuto-check passed

More from cashew-labs/libretto

All 21 skills in this repo
  • System Prompt Writing Guide

    cashew-labs/libretto

    Lays out a minimal, iteration-first approach to writing system prompts for LLM agents, with model-specific notes for Claude, GPT, Gemini, and Codex.

    904 GitHub stars~570 tokensUpdated 1 mo ago
    Auto-check passed
  • Address PR Review Comments

    cashew-labs/libretto

    Works through the review comments on a pull request one by one: fetches the threads, makes the fixes, runs type-check, build and lint, pushes, and resolves the threads.

    904 GitHub stars~532 tokensUpdated 1 mo ago
    Auto-check passed
  • CLI Development

    cashew-labs/libretto

    Design rules for command-line tools: subcommand-scoped help, actionable success output, debuggable failures, stable output, meaningful exit codes and a --json mode.

    904 GitHub stars~781 tokensUpdated 1 mo ago
    Auto-check passed
  • Drives desktop Electron apps already installed on your machine, such as Slack, Discord or VS Code, by relaunching them with a debugging port and using the Libretto CLI.

    904 GitHub stars~967 tokensUpdated 1 mo ago
    Auto-check passed
  • Merge Conflict Resolver

    cashew-labs/libretto

    Resolves Git merge, rebase and cherry-pick conflicts by reading the PRs behind each side, keeping both intents and asking you when they truly clash.

    904 GitHub stars~1.1k tokensUpdated 1 mo ago
    Auto-check passed
  • Feature Spec Generator

    cashew-labs/libretto

    Researches the codebase and relevant docs, asks clarifying questions, then writes a spec sheet in specs/ for a significant feature or complex fix.

    904 GitHub stars~2.4k tokensUpdated 1 mo ago
    Auto-check passed

Works with

Categories

Questions about Summarize

What does Summarize do?

Summarize a spec or current changes into a format suitable for sharing on Slack. Summarize is an agent skill from cashew-labs/libretto. Summarize a spec or current changes into a format suitable for sharing on Slack.

When should I use Summarize?

Summarize fits situations like: creating a summary for team communication.

How do I install Summarize in Claude Code?

Run `npx skills add cashew-labs/libretto --skill summarize -a claude-code`. Or copy the skill folder (.agents/skills/summarize in cashew-labs/libretto) into .claude/skills/summarize in your project. Claude Code loads it when a task matches its description.

How do I install Summarize in Codex?

Run `npx skills add cashew-labs/libretto --skill summarize -a codex`. Or copy the skill folder (.agents/skills/summarize in cashew-labs/libretto) into .agents/skills/summarize in your project. Codex loads it when a task matches its description.

Can I use Summarize 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 cashew-labs/libretto --skill summarize -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/summarize, .gemini/skills/summarize, .github/skills/summarize and .opencode/skills/summarize in your project.

What does Summarize need to run?

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

Does Summarize access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Summarize 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 Summarize use?

Summarize is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Summarize use?

About 233 tokens (SKILL.md is roughly 932 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 Summarize?

Skills that share tags, products or a category with Summarize: Code Design Rationale Investigator (cursor/plugins, 10k stars), Release Digest (Kiln-AI/Kiln, 5.2k stars), Pre Release (rusq/slackdump, 2.8k stars) and Dev Instance (yc-software/qm, 15k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Summarize?

cashew-labs (a GitHub organization) maintains it in cashew-labs/libretto, which has 904 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on August 21, 2026.

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