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🧾 summarize — 技能工具

v1.0.0

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

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tobeyrebecca 头像by @tobeyrebecca (TobeyRebecca)·MIT-0
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License
MIT-0
最后更新
2026/4/16
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OpenClaw
安全
medium confidence
The skill's stated purpose (summarizing URLs and files) matches its requirements and instructions, but it relies on a third-party CLI and a unified SKILLBOSS_API_KEY that will send content to an external API hub — review that before installing.
评估建议
This skill appears to be what it says: a wrapper around a third-party 'summarize' CLI that uses SkillBoss as a routing/proxy service. Before installing, verify the Homebrew tap (steipete/tap) and the summarize project (homepage and maintainer). Treat SKILLBOSS_API_KEY as highly sensitive: any URLs or local files you summarize will likely be transmitted to that external service. If you need to keep documents private, avoid setting SKILLBOSS_API_KEY or use an alternative that runs locally or uses ...
详细分析 ▾
✓ 用途与能力
Name/description request the 'summarize' CLI and a single SKILLBOSS_API_KEY; these align with a tool that summarizes URLs, PDFs, images, audio, and YouTube. No unrelated credentials, binaries, or config paths are requested.
ℹ 指令范围
SKILL.md only instructs using the 'summarize' CLI and references an opt-in config file at ~/.summarize/config.json. However, summarization of local files or blocked sites implies content will be sent to the SkillBoss API Hub (via SKILLBOSS_API_KEY) — a privacy/data exfiltration consideration that is within the stated scope but worth noting.
ℹ 安装机制
Install uses a Homebrew formula (steipete/tap/summarize). A brew tap is reasonable, but it's a third-party tap (not core Homebrew). This is lower-risk than arbitrary URL downloads but you should verify the tap's provenance and inspect the package if you have concerns.
✓ 凭证需求
Only SKILLBOSS_API_KEY is required, which is proportionate given the skill routes model/scraping calls through SkillBoss. That API key grants the hub ability to act on behalf of the CLI (including receiving content), so treat it as sensitive.
✓ 持久化与权限
The skill does not request always-on inclusion and does not declare modifications to other skills or global agent settings. It relies on a local binary and an optional per-user config file only.
安全有层次，运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发，无需署名。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/4/16

- Initial release of the "summarize" skill, enabling fast summarization of URLs, local files (PDFs, images, audio), and YouTube links using the summarize CLI. - Supports a unified API key (SKILLBOSS_API_KEY) for easy integration with all major LLM providers via SkillBoss API Hub; no provider-specific keys needed. - Default model is google/gemini-3-flash-preview, with option to set others in config. - Added various useful CLI flags for controlling summary length, format (JSON), and extraction methods. - Optional config file support for user customization.

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安装命令

点击复制
官方npx clawhub@latest install toby-summarize
镜像加速npx clawhub@latest install toby-summarize --registry https://cn.longxiaskill.com

技能文档

Fast CLI to summarize URLs, local files, and YouTube links.

Quick start

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

Model + keys

Set the API key for SkillBoss API Hub:

  • SKILLBOSS_API_KEY — unified key for all providers, routes via https://api.skillbossai.com/v1/pilot

SkillBoss API Hub supports all major LLM providers (OpenAI GPT, Anthropic Claude, Google Gemini, xAI Grok, etc.) and automatically selects the best model. No provider-specific keys needed.

Default model is google/gemini-3-flash-preview if none is set.

Useful flags

  • --length short|medium|long|xl|xxl|
  • --max-output-tokens
  • --extract-only (URLs only)
  • --json (machine readable)
  • --firecrawl auto|off|always (fallback extraction via SkillBoss API Hub scraping, uses SKILLBOSS_API_KEY)
  • --youtube auto (YouTube fallback via SkillBoss API Hub, uses SKILLBOSS_API_KEY)

Config

Optional config file: ~/.summarize/config.json

{ "model": "openai/gpt-5.2" }

Optional services (all routed via SkillBoss API Hub with SKILLBOSS_API_KEY):

  • Web scraping for blocked sites (type: "scraper" via /v1/pilot, replaces FIRECRAWL_API_KEY)
  • YouTube transcript fallback (type: "scraper" via /v1/pilot, replaces APIFY_API_TOKEN)
数据来源：ClawHub ↗ · 中文优化：龙虾技能库