microclaw/summarize
skills/built-in/summarize/SKILL.md
Condense long text, articles, threads, documents, or transcripts into a faithful short summary at the requested length and focus. Use when users paste a wall of text or a link's content and want the gist, key points, TL;DR, or a one-line takeaway. Triggers on mentions of summarize, summary, TL;DR, key points, gist, takeaways, condense, in short, 总结, 概括, 摘要, 要点, 提炼, 长话短说.
$ install --global
skillsauthnpx skillsauth add microclaw/microclaw summarizeInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jun 3, 2026, 3:20 AM9.0s1 file scanned
SKILL.md
- name:
- summarize
- description:
- Condense long text, articles, threads, documents, or transcripts into a faithful short summary at the requested length and focus. Use when users paste a wall of text or a link's content and want the gist, key points, TL;DR, or a one-line takeaway. Triggers on mentions of summarize, summary, TL;DR, key points, gist, takeaways, condense, in short, 总结, 概括, 摘要, 要点, 提炼, 长话短说.
- license:
- Proprietary. LICENSE.txt has complete terms
- compatibility:
- No external dependencies. Works on macOS, Linux, and Windows.
Summarize
Give the reader the value of the text in a fraction of the words — accurately.
Pick the right shape
- One-liner / TL;DR — the single most important takeaway, one sentence.
- Key points — 3–6 bullets, each a distinct idea, most important first.
- Executive summary — a short paragraph: what it's about, the conclusion, why it matters.
- Structured (for docs/papers) — problem → approach → findings → implications.
Default to bullets unless the user asks otherwise; ask the target length only if it matters.
Rules for a faithful summary
- Preserve the author's actual claims and emphasis. Don't inject your opinion or new facts.
- Keep the nuance that changes meaning — caveats, conditions, "only if", numbers.
- Drop examples, repetition, and digressions — keep the load-bearing ideas.
- Flag uncertainty in the source rather than presenting it as settled.
Guidance
- Lead with the conclusion/bottom line, then supporting points.
- Keep numbers, names, and dates that matter; round prose, not data.
- For a thread/conversation, note who concluded what and any decision reached.
- If the text is itself contradictory or thin, say so — that's part of an honest summary.
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