Individual skill
yao-geo-article-friendly
Optimize an existing article or local article file into a GEO and AI-search-friendly rewrite with source-bound evidence, structure, semantic density, scoring, and change notes. Use for article rewriting and citation-readiness improvement; do not use for new articles, invented citations/data, compliance audits, ranking guarantees, or generic GEO strategy.
skills/yao-geo-article-friendly/SKILL.md
Source commit d21bfc1a7729a4b1baee896bdc51aab1caaf602a
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 10, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 915
- Repository last updated
- Oct 1, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agent Repository topic
- automation Repository topic
- cli Repository topic
- codex Repository topic
- geoflow Repository topic
- skills Repository topic
- workflow Repository topic
- legal Derived category
- data Derived category
- productivity Derived category
- productivity-notes Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 3,007 bytesagents/interface.yamlasset · 1,071 bytesevals/expected_artifacts.jsonasset · 571 bytesevals/trigger_cases.jsonasset · 640 bytesmanifest.jsonasset · 603 bytesreferences/geo-article-transformation-method.mddoc · 4,583 bytesreferences/geo-output-contract.mddoc · 2,636 bytesreports/artifact-design-profile.mddoc · 1,250 bytesreports/output-risk-profile.mddoc · 1,653 bytesreports/prompt-quality-profile.mddoc · 2,205 bytesreports/reference-scan.mddoc · 1,509 bytestemplates/brief-template.mddoc · 743 bytes
Read excerpt
# Yao GEO Article Friendly
## Use
Use when the user provides pasted article text or a local path and wants a GEO/AI 搜索友好化改造 with evidence, structure, readability, and before/after scoring.
Accepted inputs: pasted text, `.md`, `.txt`, `.html`, `.htm`, `.docx`, and `.pdf` when local extraction is available. If the article cannot be read, return a blocker and ask for pasted text.
Do not use for topic-only drafting, legal/compliance judgments, ranking promises, competitor attacks, takedown work, or unsupported statistics, sources, quotes, cases, or claims.
## Required Reading
- `references/geo-article-transformation-method.md`: weighted method, evidence rules, and validation.
- `references/geo-output-contract.md`: final Markdown structure, scoring, and change-note templates.