chainlon-geo SKILL.md skillA
chainlon-geo from infometa/workbuddyskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add infometa/workbuddyskills/chainlon-geo@git:20261004.0dd7831Pins git:20261004.0dd7831 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- infometa/workbuddyskills
- Path
connectors/chainlon-geo-mcp/skills/chainlon-geo/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261004.0dd7831, committed Oct 4, 2026
- Size
- 5,160 bytes
- Repository stars
- 368
- License
- none declared
链龙 GEO 可见度检测。查询品牌在 AI 搜索里的真实可见度、生成关键词矩阵、输出综合诊断与行动建议。当用户问「我们品牌在 AI 里能不能搜到」「AI 会不会推荐我们」「帮我做 GEO 诊断」「生成关键词矩阵」时使用。.
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
# 链龙 GEO 可见度检测 > 这是「链龙 GEO 连接器」配套的使用说明。 > 它的作用是：教 AI **什么时候该调哪个工具、参数怎么填、返回结果怎么看**。 > 它就是一组远程工具，AI 通过它们拿到**真实检索数据**（不是模型凭记忆猜的）。 --- ## 一、最重要的原则（务必遵守，违反会出事） 1. **绝不编造分数、排名、结论。** 本连接器只返回**真实检索到的内容**。当数据源未配置或检索失败时， 返回里会带 `degraded: true`，表示「没查到真实数据」。 此时你必须**如实转述**："当前未配置真实检索数据源，无法给出真实可见度结论。" **禁止**用你自己的记忆、印象、推测去补一个分数或排名。 链龙踩过这个坑：早期整套诊断都是模型编的，差点被当成真实报告卖出去。 2. **如实标注数据来源。** 有真实数据时，说明"数据来源：博查 AI 搜索"等； 降级时，明确说"无真实数据"。 3. **一次回答不要重复调用同一个工具。** 每个工具都有超时保护（25 秒），重复调用只会拖慢。 --- ## 二、三个工具 ### 1. `check_visibility` —— 查品牌在 AI 搜索里的可见度 **什么时候用**：用户问「XX 品牌在 AI 里能不能搜到 / 被提到 / 有没有存在感」。 | 参数 | 必填 | 默认值 | 说明 | |---|---|---|---| | `brand` | 是 | 无 | 品牌名，如「某某造型」 | | `industry` | 否 | `美发` | 行业，如「美发」「美容」「口腔」 | | `city` | 否 | `''`（空） | 城市，如「北京」。**有城市就一定要填**，本地生意的检索结果差别很大 | **返回怎么看**： - `degraded: false` → 有真实数据。看 `mentioned`（是否被提到）、`found_count`（几个查询命中）、`sources`（命中证据：标题+站点+链接）。 - `degraded: true` → **没查到真实数据**。此时 `mentioned`/`found_count` 一律不存在， 你必须如实说明，不能自己补。 ### 2. `keyword_matrix` —— 生成关键词矩阵 **什么时候用**：用户问「该布局哪些词」「有哪些关键词」「帮我出关键词方案」。 | 参数 | 必填 | 默认值 | 说明 | |---|---|---|---| | `industry` | 是 | 无 | 行业，如「美发」 | | `city` | 是 | 无 | 城市，如「杭州」 | **返回**：三组关键词，每组 5-8 个： …
Read the whole file at its exact version.
How to install
mdr add infometa/workbuddyskills/chainlon-geo@sha256:b7151dcecfb42090The line at the top of this page pins the label git:20261004.0dd7831, 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_fb34fimtd773t4xo)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 4, 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 (5160 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
infometa/workbuddyskills · 368 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fb34fimtd773t4xo GET https://markdownregistry.com/api/v1/resolve?ref=infometa/workbuddyskills/chainlon-geo GET https://markdownregistry.com/api/v1/blob/b7151dcecfb420900bb2f420240a4d475f7d676909a78bce0bad35a8294d4f7d
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.