wepr-geo-content-refiner SKILL.md skillA
wepr-geo-content-refiner from shenyuannext/wepr-growth-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shenyuannext/wepr-growth-skills/wepr-geo-content-refiner@git:20261028.adc2364Pins git:20261028.adc2364 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shenyuannext/wepr-growth-skills
- Path
skills/wepr-geo-content-refiner/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261028.adc2364, committed Oct 28, 2026
- First version recorded
- Aug 5, 2026
- Size
- 4,222 bytes
- Repository stars
- 7
- License
- MIT
将已有 SEO 文章、公众号文章、官网内容、白皮书或产品页改造成更适合 GEO、便于 AI 引用且可核验的内容。输出包括原文评分、改写稿、前后差异、事实卡、FAQ、语义补强、数据核验计划、证据缺口和 CMS 发布建议；默认交付 Word、PDF、HTML 和 Markdown 四种格式。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# WEPR 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。 - 面向 DeepSeek、豆包、千问、Kimi、腾讯元宝和微信生态输出中文简体交付物。 ## 必要输入 - 原始文章全文、目标品牌、目标问题或关键词、目标平台和目标读者。 - 品牌知识库、官网资料、产品资料、客户案例、报告、资质、已授权引用来源。 - 是否保留原文风格、是否允许新增 FAQ、是否允许新增表格、是否允许新增来源。 - 是否允许联网核验、是否有内部知识库/API/表格/CRM/BI 权限、哪些数据禁止访问或禁止写入报告。 ## 不适用场景 - 从零写新文章、只做标题优化、全站 GEO 诊断、页面技术审计或后端归因方案。 - 没有原文和来源，却要求补充具体数据、价格、客户案例、资质或效果承诺。 - 未授权访问登录后台、付费数据库、私有 API、客户隐私数据或内部系统。 ## 必读资料 - `references/content-refinement-method.md` - `references/data-access-and-verification.md` - `references/evidence-and-fact-rules.md` - `references/platform-adaptation.md` - `references/research-backed-framework.md` - `references/artifact-layout.md` - `references/quality-gates.md` ## 执行流程 引用研究依据或设计内容改写实验时，可调用 `$wepr-geo-citation-lab`。页面对题性、定义、证据、比较和步骤属于可测试变量；相关性不代表因果，不强制固定字数、标题数或无实际用途的 FAQ。 1. 界定改造边界，确认可用来源和禁止扩写事实。 2. 先做分析完整性检查：输入边界、来源分层、主问题、追问、评分、事实、证据、结构、语义、平台、发布和自 Review。 3. 做真实数据获取与核验计划：区分公开网页、用户提供资料、授权连接器/API、内部系统和无法访问项，记录权限、时间、新鲜度和失败处理。 4. 按 8 个 GEO 维度做原文评分：语义密度、结构规范性、可引用性、权威信号、可读性、鲁棒性、新颖性、跨域贡献。 5. 提取原子事实卡：主体、属性、数值、时间、来源、适用边界、核验状态、可引用句。 6. 补结构：直接回答、摘要、H2/H3、表格、FAQ、有序步骤和来源列表。 …
Read the whole file at its exact version.
How to install
mdr add shenyuannext/wepr-growth-skills/wepr-geo-content-refiner@sha256:937a60830212d4a4The line at the top of this page pins the label git:20261028.adc2364, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_sq55l2il5g3t24vc)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 5, 2026 and Oct 28, 2026, about one every 28 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.adc2364 latest | 2026-10-28 | adc2364 | 4,222 B | A | view · diff |
| git:20260830.447b4d2 | 2026-08-30 | 447b4d2 | 3,969 B | A | view · diff |
| git:20260805.7628a39 | 2026-08-05 | 7628a39 | 4,102 B | A | view · diff |
| git:20260805.ad16d59 | 2026-08-05 | ad16d59 | 4,177 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4222 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
shenyuannext/wepr-growth-skills · 7 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sq55l2il5g3t24vc GET https://markdownregistry.com/api/v1/resolve?ref=shenyuannext/wepr-growth-skills/wepr-geo-content-refiner GET https://markdownregistry.com/api/v1/blob/937a60830212d4a4519934cf9f3ca4f0dafdca5e8c03439e53a2b1448b521de5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.