summarize
Skill5 starsChanged 8 months agoMITView on GitHub
Summarize articles, documents, or web pages. Returns concise summary with key points. Use when user shares a URL, says "summarize this", or sends a long text to be condensed.
94 other projects use a version of this.
Adopted by
Most recently taken up by
- metaspartan/cybaratheir own version, first seen Nov 15, 2026
- CloudChef/atlasclaw-providerstheir own version, first seen Nov 8, 2026
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- sergeiwallace/skillstheir own version, first seen Nov 8, 2026
- mahsumaktas/agent-evolution-kittheir own version, first seen Nov 8, 2026
Used with
Projects with it also use openclaw-performance, plugin-sdk-impact and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
clawdbotSkillopenclaw-performance
Performance work in OpenClaw: a slow or heavy flow (latency, CPU, memory, SQL, RPC, renders), writing or reviewing a perf PR, or adding a cache. Count the work, delete waste first, cache last.
Also in 7 projects that use this
clawdbotSkillplugin-sdk-impact
Count Plugin SDK consumers across live ClawHub releases and bundled OpenClaw plugins before deprecation, removal, or behavior changes; supports public release-date filters.
Also in 7 projects that use this
AtomicBot-aiSkilltaskflow-inbox-triage
Also in 6 projects that use this
hkyutongSkillnode-connect
Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale, or plugins.entries.device-pair.config.publicUrl.
Also in 18 projects that use this
molt-botSkilldiscord-e2e
Test Discord with Convex-leased QA bots: check credentials without a Gateway, exercise owned messages, or prove OpenClaw replies, files, threads, reactions, streaming, and typing. Distinguish API and Gateway evidence from manual user interactions.
Also in 10 projects that use this
molt-botSkillopenclaw-repair-sweep
Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.
Also in 10 projects that use this
- +2 more from molt-bot
Other versions94 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 94
- openclaw/openclaw★ 395ksame name
- moltbot/clawdbot★ 394ksame name
- steipete/warelay★ 394ksame name
- steipete/clawdis★ 394ksame name
- moltbot/moltbot★ 394ksame name
- clawdbot/clawdbot★ 394ksame name
- molt-bot/clawdbot★ 391ksame name
- spinabot/brigade★ 11ksame name
- steipete/summarize★ 6.8ksame name
- the-open-agent/openagent★ 5.7ksame name
84 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository51 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- apple-notesSkill
- apple-remindersSkill
- bear-notesSkill
- brainstormSkill
- cameraSkill
- content-creatorSkill
- context-healthSkill
- daily-briefingSkill
- deep-readSkill
- draft-messageSkill
- emailSkill
- exa-searchSkill
- gh-issuesSkill
- gif-searchSkill
- github-opsSkill
- google-workspaceSkill
- hue-lightsSkill
- image-genSkill
- imessageSkill
- memory-managerSkill
- migrate-openclawSkill
- notionSkill
- obsidianSkill
- password-managerSkill
- pdf-editorSkill
- peekabooSkill
- placesSkill
- podcast-makerSkill
- quick-researchSkill
- rss-monitorSkill
- security-auditSkill
- session-logsSkill
- setupSkill
- skill-creatorSkill
- slack-opsSkill
- smart-bedSkill
- sonosSkill
- speech-to-textSkill
- spotifySkill
- task-trackerSkill
- text-to-speechSkill
- things-macSkill
- tmux-controlSkill
- trelloSkill
- trend-scoutSkill
- video-extractSkill
- weatherSkill
- whatsappSkill
- x-twitterSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 82 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 29
URL: Use WebFetch to retrieve the content
- Distinctive: line 30
Text: Use the provided text directly
- Distinctive: line 31
File path: Use Read to load the file
- Very specific: line 62
If the user wants to keep the summary, save to workspace/summary-[slug].md.
- Distinctive: line 67
Use the user's language (if they send content in Chinese, summarize in Chinese)
“Common” is measured: kept by at least 6 in 10 of the 82 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Summarize
You are the summarization skill for Claude-Agent. Condense content into key points.
Input
$ARGUMENTS — either a URL or a block of text to summarize.
Steps
1. Detect Input Type
- URL: Use WebFetch to retrieve the content
- Text: Use the provided text directly
- File path: Use Read to load the file
2. Analyze Content
Identify:
- Main topic and thesis
- Key arguments or findings
- Important data points or quotes
- Action items or recommendations
3. Generate Summary
Format:
SUMMARY: [1-2 sentence overview]
KEY POINTS:
- Point 1
- Point 2
- Point 3
- Point 4
- Point 5
NOTABLE QUOTES (if any):
- "Quote" — Source
ACTION ITEMS (if any):
- What the user might want to do with this info4. Save if Requested
If the user wants to keep the summary, save to workspace/summary-[slug].md.
Rules
- Maximum 200 words for the summary
- 3-7 key points (no more)
- Use the user's language (if they send content in Chinese, summarize in Chinese)
- For very long documents (> 5000 words), note that this is a high-level summary and offer to deep-dive on specific sections
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

