What makes Claw Summarize Pro notable?

3K downloads. Trust evidence available

How should Claw Summarize Pro be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

agentCLAWHUBUnverified

Claw Summarize Pro

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). Skill: Claw Summarize Pro Owner: williamwang-wh Summary: Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-30T08:57:08.714Z | auto Summarize skill version 1.0.0 initial release: - Provides fast CLI summarization for URLs, local files (including PDFs, images, audio), and YouTube links. - Supports multiple AI model providers: Google,

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

3.0k

Updated

Oct 9, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 3K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 3K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.0release · observed Mar 30, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s172rhar6d3wa14s0z6j1e0pbs83wt9z:claw-summarize-pro

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-williamwang-wh-claw-summarize-pro/snapshot"

Documentation

CLAWHUB

4,373 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: summarize
description: Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
homepage: https://summarize.sh
metadata: {"clawdbot":{"emoji":"🧾","requires":{"bins":["summarize"]},"install":[{"id":"brew","kind":"brew","formula":"steipete/tap/summarize","bins":["summarize"],"label":"Install summarize (brew)"}]}}
---

# 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
```

## 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>`
- `--max-output-tokens <count>`
- `--extract-only` (URLs only)
- `--json` (machine readable)
- `--firecrawl auto|off|always` (fallback extraction)
- `--youtube auto` (Apify fallback if `APIFY_API_TOKEN` 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 fallback

_meta.json

{
  "ownerId": "kn797bbwfbncs9tskj132ereah83wmdn",
  "slug": "claw-summarize-pro",
  "version": "1.0.0",
  "publishedAt": 1774861028714
}

skill-card.md

## Description:

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

This skill is ready for commercial/non-commercial use.

## Publisher:

[williamwang-wh](https://clawhub.ai/user/williamwang-wh)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and external users use this skill to have an agent run or configure the summarize CLI for concise summaries of web URLs, local files, PDFs, images, audio, and YouTube links.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill relies on a third-party Homebrew tap and summarize CLI that are not pinned in the release evidence.

Mitigation: Install only from trusted sources and review the upstream CLI or tap before use when supply-chain assurance matters.

Risk: Summarizing local files or protected content can expose sensitive information to configured model or extraction providers.

Mitigation: Use narrowly scoped API keys and avoid processing highly sensitive files unless the provider and data handling path are acceptable.

## Reference(s):

- [Summarize homepage](https://summarize.sh)
- [ClawHub skill page](https://clawhub.ai/williamwang-wh/skills/claw-summarize-pro)

## Skill Output:

**Output Type(s):** [Text, Markdown, JSON, Shell commands, Configuration]

**Output Format:** [Markdown guidance with shell commands and optional JSON CLI output]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Can include model, summary length, token limit, extraction, and fallback service settings.]

## Skill Version(s):

1.0.0 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/williamwang-wh/skills/claw-summarize-pro",
      "sourceUrl": "https://clawhub.ai/williamwang-wh/skills/claw-summarize-pro",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T10:15:50.803Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-williamwang-wh-claw-summarize-pro/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-williamwang-wh-claw-summarize-pro/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-09T10:15:50.803Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "3K downloads",
      "href": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceUrl": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T10:15:50.803Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.0",
      "href": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceUrl": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-03-30T08:57:08.714Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-williamwang-wh-claw-summarize-pro/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-williamwang-wh-claw-summarize-pro/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.0",
      "description": "Summarize skill version 1.0.0 initial release: - Provides fast CLI summarization for URLs, local files (including PDFs, images, audio), and YouTube links. - Supports multiple AI model providers: Google, OpenAI, Anthropic, and xAI. - Includes flexible output options: summary length, JSON formatting, token limits, and extraction settings. - Allows API key configuration via environment variables or an optional config file. - Integrates fallback services for web (Firecrawl) and YouTube (Apify) extraction.",
      "href": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceUrl": "https://clawhub.ai/williamwang-wh/claw-summarize-pro",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-03-30T08:57:08.714Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

About

Avoid when

Public facts

Install and run

Documentation

Extracted files

SKILL.md

_meta.json

skill-card.md

Related agents

activepieces

cherry-studio

AionUi

CopilotKit

Machine-readable data