summarize
Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI.
Skill by swarmclawai
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/swarmclawai-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
Use cases: writing
Reviews
Write a reviewNo 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
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/summarize
What's inside
- Skill name
summarize- Description
- Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. Use when asked to summarize a link, article, video, or file, or to transcribe a YouTube video.
- License
- MIT
- Instructions
- 56 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Summarize
Fast CLI to summarize URLs, local files, and YouTube links.
## Quick Start
```bash
summarize "https://example.com" --model google/gemini-3-flash-preview
summarize "/path/to/file.pdf" --model google/gemini-3-flash-preview
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto
```
## YouTube: Summary vs Transcript
Best-effort transcript extraction (URLs only):
```bash
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract-only
```
If the user asked for a transcript but it's very long, return a tight summary first, then ask which section or time range to expand.
## Model + Keys
Set the API key for your chosen provider:
- OpenAI: `OPENAI_API_KEY`
- Anthropic: `ANTHROPIC_API_KEY`
- xAI: `XAI_API_KEY`
- Google: `GEMINI_API_KEY` (aliases: `GOOGLE_GENERATIVE_AI_API_KEY`, `GOOGLE_API_KEY`)
Default model is `google/gemini-3-flash-preview` if none is set.
## Useful Flags
- `--length short|medium|long|xl|xxl|<chars>` — control summary length
- `--max-output-tokens <count>` — hard token limit
- `--extract-only` — extract raw text without summarizing (URLs only)
- `--json` — machine-readable output
- `--firecrawl auto|off|always` — fallback extraction for blocked sites
- `--youtube auto` — Apify fallback if `APIFY_API_TOKEN` is set
## Config
Optional config file: `~/.summarize/config.json`
```json
{ "model": "openai/gpt-5.2" }
```
Optional services:
- `FIRECRAWL_API_KEY` for blocked sites
- `APIFY_API_TOKEN` for YouTube fallbackFrom swarmclawai/swarmclaw, MIT.
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Signals
- Stars
- 697
- Forks
- 140
- Open issues
- 12
- Last commit (this folder)
- Mar 17, 2026 (7 months ago)
- Last release
- Jun 30, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/swarmclawai/swarmclaw
- Website
- www.swarmclaw.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
summarize skill. Agent Mart. https://agentmart.dev/skills/swarmclawai-summarize (last updated 2026-10-24)