summarize
Skill10 starsChanged 4 days agoMITView on GitHub
Read and condense a technical engineering document — standard, code section, specification, datasheet, handbook chapter, research paper, or report — into a faithful, structured summary. Use when the user asks "summarize this standard/spec/datasheet/paper", wants the key requirements extracted, or needs a digestible brief of a dense document. Preserves numbers, units, and caveats; never launders uncertainty.
93 other projects use a version of this.
Adopted by
Most recently taken up by
- 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
- insight68/Skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use openclaw-performance, plugin-sdk-impact and 10 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.
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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.
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AtomicBot-aiSkilltaskflow-inbox-triage
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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.
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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 versions93 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 93
- moltbot/clawdbot★ 394ksame name
- steipete/warelay★ 394ksame name
- steipete/clawdis★ 394ksame name
- moltbot/moltbot★ 394ksame name
- clawdbot/clawdbot★ 394ksame name
- openclaw/openclaw★ 394ksame name
- molt-bot/clawdbot★ 391ksame name
- spinabot/brigade★ 11ksame name
- steipete/summarize★ 6.8ksame name
- the-open-agent/openagent★ 5.7ksame name
83 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 repository28 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .github/copilot-instructions.mdCopilot instructions
- architecturalSkill
- artifact-readingSkill
- auditSkill
- civilSkill
- compareSkill
- design-alternativesSkill
- electricalSkill
- eli5Skill
- engineering-researchSkill
- evidence-rankingSkill
- fmea-brainstormSkill
- gap-analysisSkill
- habitSkill
- hypothesis-generationSkill
- mechanicalSkill
- peer-reviewSkill
- proposalSkill
- research-to-postSkill
- reviewSkill
- scholarly-researchSkill
- simplified-technical-englishSkill
- softwareSkill
- standards-lookupSkill
- verifierSkill
- vitruvius-helpSkill
- vitruviusSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 81 edited versions we read keep these.
2
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 21
Read a technical document and condense it faithfully.
- Distinctive: line 26
Before searching, name the question, the artifact/scope (or say it is a literature review), the jurisdiction/edition, and the effort budget …
- Very specific: line 33
Follow the artifact contract: save summary to outputs/<slug>-summary.md.
“Common” is measured: kept by at least 6 in 10 of the 81 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
<!-- VITRUVIUS-COMPILED-SKILL:BEGIN v1 sha256=e142c5d0f8cb0225b2190c751b622dd4291201db1b9660ff3b9998f08d3d9c61 -->Engineering Document Summary
Read a technical document and condense it faithfully. Reading is a research act: do not summarize what you have not actually read.
Input Gate
Before searching, name the question, the artifact/scope (or say it is a
literature review), the jurisdiction/edition, and the effort budget (user-set or
thorough). Ask ONE clarifying question if the ask is too vague, then proceed.
See references/input-gate.md.
Workflow
Follow the artifact contract: save summary to outputs/<slug>-summary.md.
- Read the whole document — not just the abstract or first pages. For a standard, map its scope, normative references, and the sections that govern the question. For a datasheet, read the tables and notes, not just the headline specs.
- Extract, don't invent — every number, unit, and provision in the
summary must come from the document. Preserve:
- scope and applicability (what it does and does not cover)
- governing requirements with section numbers
- key values: limits, factors, properties, tolerances — with units
- notes, caveats, and exceptions
- Keep the structure — section references map to the original so a reader can jump to the source.
- Mark what is missing — if the document is paywalled, partial, or a
figure/table could not be read, say so (
blocked), and never fill the gap from memory or another source.
Output
A structured summary. For a standards/spec document, prefer this shape:
- What it is and when it applies
- Governing requirements (by section)
- Key values (table with units)
- Exceptions and caveats
- What was not readable (
blocked)
Save to outputs/<slug>-summary.md when the user wants an artifact; otherwise
answer inline. Always cite the document (standard + edition, URL, or path).
Scope and Boundaries
- This skill produces research — it does NOT produce final designs or construction documents.
- Research-only, not for final engineering sign-off. Licensed engineers must review and approve any design based on this research.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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.

