wepr-geo-citation-lab SKILL.md skillA
wepr-geo-citation-lab 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-citation-lab@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-citation-lab/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261028.adc2364, committed Oct 28, 2026
- Size
- 3,068 bytes
- Repository stars
- 7
- License
- MIT
为 WEPR GEO 项目读取引用研究报告、安装本地研究阅读器，并将跨平台信源选择、内容吸收和中文 Web/App 差异转为采样、内容优化与客户报告方法。适用于 GEO 研究学习、引用数据分析准备、研究证据审查和实验设计；实时品牌表现采样交给对应平台采集技能。.
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 引用研究工作台 把公开研究转为可复核的客户方法。WEPR 是技能与服务入口；研究作者、实验和数据的归属保留在来源说明中。 ## 按任务调用 - 阅读结论或设计客户实验：先读 [研究证据与应用边界](references/research-evidence.md)。 - 本地阅读：运行 `python3 scripts/install_viewer.py --dir <独立安装目录>`。脚本校验固定版本 ZIP 与 SHA-256，安装原始研究报告，并生成 WEPR 导航页；不需要额外 Python 包。返回入口后按用户需要打开。 - 已下载阅读包：加 `--archive <ZIP> --checksum <SHA256文件>`，离线核验并安装。 - 全量数据复算：先读 [数据分析方法](references/analysis-method.md)，再按所需目录下载。完整数据约 568 MiB，不在普通安装中下载；分析环境按项目 README 使用 Python 3.11+ 与 uv。 - 发布阅读器或网站：先确定用户指定的目标；检查报告、数据与论文各自的许可。用户仅要求安装或学习时不发布网站。 ## 引用与采样流程 1. 确定研究的是搜索触发、引用选择、内容吸收、实体出现还是业务转化，分别定义分子与分母。 2. 记录平台、Web/App、地区、语言、登录条件、联网模式、Prompt、重复批次、采集时间和模型信息（可得时）。 3. 分开统计来源域名、规范页面、引用观察和完整回答。重复引用不能混算为不同页面或不同回答。 4. 把“出现在引用列表”“证据支持答案”“正文被实际使用”“品牌被推荐”作为不同观察结果。 5. 用对题、可追溯事实、定义、比较与步骤改善页面，再做同口径对照采样。研究中的相关性不转换为客户增长承诺。 6. 报告注明研究版本、实际读取范围、客户样本、缺失字段与后续复算方法。 ## 与现有技能衔接 - `$wepr-geo-suite`：安排研究、内容、采集与验收。 - `$wepr-geo-effect-monitor`：将研究假设落实为重复采样与变化监测。 - `$wepr-geo-content-refiner`：基于实际问题改造页面，不机械增加篇幅和 FAQ。 - `$wepr-geo-tracking`：从引用与推荐进一步检查真实访问、咨询及成交。 - `$wepr-geo-knowledge-base-builder`：维护事实、来源、版本与可公开范围。 ## 输出 …
Read the whole file at its exact version.
How to install
mdr add shenyuannext/wepr-growth-skills/wepr-geo-citation-lab@sha256:14730e0d3a25861aThe 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_baqoma5nvi4elmi7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 28, 2026.
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 (3068 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_baqoma5nvi4elmi7 GET https://markdownregistry.com/api/v1/resolve?ref=shenyuannext/wepr-growth-skills/wepr-geo-citation-lab GET https://markdownregistry.com/api/v1/blob/14730e0d3a25861a85316817cf77d87f0f928eb7e2e7129174675ecd09f05c5a
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.