summarize
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). Skill: summarize Owner: tobeyrebecca Summary: Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube). Tags: ai:1.0.0, latest:1.0.0 Version history: v1.0.0 | 2026-04-16T03:00:18.650Z | auto - 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_
Rank
62
Safety
84
Downloads
1.1k
Updated
Oct 11, 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. 1.1K downloads reported by the source. Last updated 10/11/2026.
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 11, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 11, 2026
- Adoption signal
- 1.1K downloadsadoption · observed Oct 11, 2026
- Latest release
- 1.0.0release · observed Apr 16, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
clawhub skill install s17a4w4rxr2w5b31z6gnpnqg2184msz0:toby-summarize- 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-tobeyrebecca-toby-summarize/snapshot"
Documentation
CLAWHUB
4,992 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"],"env":["SKILLBOSS_API_KEY"]},"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 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|<chars>`
- `--max-output-tokens <count>`
- `--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`
```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`)_meta.json
{
"ownerId": "kn75aaehvd4xfsfbm812a3vth982rqfk",
"slug": "toby-summarize",
"version": "1.0.0",
"publishedAt": 1776308418650
}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: [tobeyrebecca](https://clawhub.ai/user/tobeyrebecca) ### License/Terms of Use: MIT-0 ## Use Case: Developers and external users can use this skill to summarize web pages, local documents, images, audio files, and YouTube links through the summarize CLI. It is useful when an agent needs concise text or JSON summaries from heterogeneous input sources. ### Deployment Geography for Use: Global ## Known Risks and Mitigations: Risk: Selected URLs, local files, transcripts, images, or audio may be processed remotely through SkillBoss API Hub and downstream model or scraping services. Mitigation: Do not submit confidential, restricted, private, or regulated content unless organizational policy permits that remote processing. Risk: The CLI is installed from the third-party Homebrew tap steipete/tap/summarize. Mitigation: Review and approve the tap and package source before installation in managed or production environments. ## Reference(s): - [summarize homepage](https://summarize.sh) - [ClawHub skill page](https://clawhub.ai/tobeyrebecca/skills/toby-summarize) - [SkillBoss API Hub endpoint](https://api.skillbossai.com/v1/pilot) ## Skill Output: **Output Type(s):** [Text, Markdown, JSON, Shell commands, Configuration] **Output Format:** [Markdown guidance with shell command examples; the CLI can also produce machine-readable JSON summaries.] **Output Parameters:** [1D] **Other Properties Related to Output:** [Output length and token budget can be adjusted with CLI flags such as --length and --max-output-tokens.] ## 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.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
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"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-11T05:31:20.840Z",
"isPublic": true
},
{
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"value": "OpenClaw",
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"isPublic": true
},
{
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"category": "adoption",
"label": "Adoption signal",
"value": "1.1K downloads",
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"sourceUrl": "https://clawhub.ai/tobeyrebecca/toby-summarize",
"sourceType": "profile",
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"observedAt": "2026-10-11T05:31:20.840Z",
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},
{
"factKey": "latest_release",
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"value": "1.0.0",
"href": "https://clawhub.ai/tobeyrebecca/toby-summarize",
"sourceUrl": "https://clawhub.ai/tobeyrebecca/toby-summarize",
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"observedAt": "2026-04-16T03:00:18.650Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-tobeyrebecca-toby-summarize/trust",
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"observedAt": null,
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}
],
"events": [
{
"eventType": "release",
"title": "Release 1.0.0",
"description": "- 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.",
"href": "https://clawhub.ai/tobeyrebecca/toby-summarize",
"sourceUrl": "https://clawhub.ai/tobeyrebecca/toby-summarize",
"sourceType": "release",
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"observedAt": "2026-04-16T03:00:18.650Z",
"isPublic": true
}
]
}Record generated Oct 11, 2026.
