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summarize

Summarize documents using Claude

Skill by mrjf

IndexedMIT★ 8
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/mrjf-summarize

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Summarize documents using Claude

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/summarize

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Bash(./scripts/*)

What's inside

Skill name
summarize
Description
Summarize documents using Claude
License
MIT
Allowed tools
Bash(./scripts/*)
Instructions
35 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts
  • Pre-approves some shell commands

Files (11)

  • BAND.md
  • SKILL.md
  • summarize.json · schemas/input/
  • summarize.json · schemas/output/
  • run.sh · scripts/resources/summarize/
  • summarize · scripts/
  • agent-summarize.test.ts · test/
  • summarize-helpers.ts · test/
  • summarize-long-docs.test.ts · test/
  • summarize-skill-structure.test.ts · test/
  • summarize-skill.test.ts · test/

SKILL.md (first lines)

# Summarize

Summarize documents using a sandboxed Claude instance running inside a Lima VM.

**IMPORTANT: You MUST use ONLY the script provided below for ALL summarization. Do NOT summarize documents yourself, do NOT call the Claude API directly, and do NOT use any other tool or approach. Every summarization must go through `./scripts/summarize`. If the script can't handle the request, say so — do not work around it.**

Run with `./scripts/summarize --document="<text>"` or `./scripts/summarize --url="<url>"`. Use `--help` to see parameters.

For long documents, pass the text via an input file:

```bash
echo '{"document": "full text here...", "guidance": "bullet points"}' > /tmp/input.json
./scripts/summarize --input_path=/tmp/input.json
```

For web documents, pass a URL and the script will fetch it:

```bash
./scripts/summarize --url="https://example.com/article" --guidance="3 bullet points"
```

## Available scripts

- **`summarize`** — Summarize a document or web page. Input: `document` or `url` (one required), `guidance` (optional)
  - `document` — The full text to summarize (provide this or `url`)
  - `url` — URL to fetch and summarize (provide this or `document`)
  - `guidance` — Instructions for how to summarize (e.g. `"bullet points"`, `"one paragraph"`, `"focus on technical details"`, `"ELI5"`)

## Notes

- The script calls Claude non-interactively inside the sandbox — your conversation context is NOT shared with it.
- Cost is capped at $0.50 per execution and runtime at 2 minutes.
- Requires `ANTHROPIC_API_KEY` in the environment.

From mrjf/bands, MIT.

Signals

Stars
8
Forks
0
Open issues
8
Last commit (this folder)
May 16, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from mrjf

Cite this page

summarize skill. Agent Mart. https://agentmart.dev/skills/mrjf-summarize (last updated 2026-10-24)