Individual skill

yao-geo-content-refiner

当用户需要把已有 SEO 文章、公众号文章、官网文章、白皮书或产品页文案改造成 GEO 友好、AI 可引用、可核验、可扫描的内容时使用；输出原文 GEO 评分、改造版文章、改造前后差异、原子事实卡、FAQ、语义补强、真实数据获取与核验计划、证据缺口和 CMS 发布版 HTML 建议，并交付 Word、PDF、HTML、Markdown 四格式报告。

skills/yao-geo-content-refiner/SKILL.md

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Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: No
Observed behavior: Not checked yet
Last checked: Nov 10, 2026

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Repository context

Repository stars (not skill ratings): 917
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
marketing 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 · 4,202 bytes
agents/interface.yamlasset · 766 bytes
evals/expected_artifacts.jsonasset · 1,446 bytes
evals/quality_cases.jsonasset · 1,866 bytes
evals/rubric.mddoc · 1,600 bytes
evals/trigger_cases.jsonasset · 290 bytes
examples/hubspot-cn-demo/hubspot-cn-geo-content-refiner-report.docxasset · 58,379 bytes
examples/hubspot-cn-demo/hubspot-cn-geo-content-refiner-report.htmlasset · 40,881 bytes
examples/hubspot-cn-demo/hubspot-cn-geo-content-refiner-report.mddoc · 31,135 bytes
examples/hubspot-cn-demo/hubspot-cn-geo-content-refiner-report.pdfasset · 49,492 bytes
examples/hubspot-cn-demo/quality-report.jsonasset · 4,594 bytes
examples/hubspot-cn-demo/report_input.jsonasset · 30,945 bytes
manifest.jsonasset · 278 bytes
references/artifact-layout.mddoc · 2,816 bytes
references/content-refinement-method.mddoc · 3,213 bytes
references/data-access-and-verification.mddoc · 2,243 bytes
references/evidence-and-fact-rules.mddoc · 2,637 bytes
references/platform-adaptation.mddoc · 1,739 bytes
references/quality-gates.mddoc · 2,074 bytes
references/research-backed-framework.mddoc · 3,527 bytes
reports/artifact-design-profile-2026-05-21.mddoc · 2,123 bytes
reports/capability-iteration-2026-05-21.mddoc · 1,566 bytes
reports/layout-overflow-review.mddoc · 1,596 bytes
reports/overall-review-2026-05-19.mddoc · 2,227 bytes
reports/overall-review-2026-05-21.mddoc · 2,301 bytes
reports/reference-scan-2026-05-21.mddoc · 2,603 bytes
scripts/render_content_refiner_bundle.pyruns · 29,359 bytes
templates/brief-template.mddoc · 983 bytes

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<!--
Copyright © 2026 姚金刚. All rights reserved.
Project: yao-geo-content-refiner
Created by: 姚金刚
Date: 2026-05-16
X: https://x.com/yaojingang
-->

# Yao GEO Content Refiner

## 使用场景

- 将已有文章、产品页、公众号稿、白皮书章节或 SEO 页面改造成 AI 更容易理解、抽取、引用和推荐的内容。
- 需要提升结构化、可信度、FAQ 覆盖、原子事实密度、语义信息密度和跨平台可引用性。