wepr-geo-intent-miner SKILL.md skillA
wepr-geo-intent-miner 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-intent-miner@git:20260830.447b4d2Pins git:20260830.447b4d2 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-intent-miner/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260830.447b4d2, committed Aug 30, 2026
- First version recorded
- Aug 5, 2026
- Size
- 4,245 bytes
- Repository stars
- 7
- License
- MIT
挖掘 GEO 和 AI 搜索中的真实用户意图，并形成可执行的问题体系。适用于核心词+拓展词、槽位组合拓词、意图拓词、问题集与问题簇、连续追问链路、查询改写、内容选题库、FAQ 题库和监测提示词库建设；机械组合只能作为候选池，正式词库必须通过词根完整性、自然语言、场景、意图、证据与去重质检。.
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 Intent Miner ## 使用场景 - 把种子词、品牌、产品、竞品、区域、人群和业务材料扩展成 AI 搜索问题集。 - 先于内容生产建立问题底座，输出意图簇、追问链路、查询重写、内容选题、FAQ、知识库和监测 Prompt。 - 面向 DeepSeek、豆包、千问、Kimi、元宝适配国内 AI 平台的口语、多轮、场景和复杂决策问法。 ## 必读资料 - `references/research-foundation.md` - `references/intent-mining-method.md` - `references/structured-expansion-workbook-logic.md` - `references/cn-platform-adaptation.md` - `references/scoring-and-mapping.md` - `references/real-data-ingestion.md` - `references/report-module-contract.md` - `references/four-format-output.md` - `references/quality-gates.md` ## 执行流程 1. 归一化输入对象：主对象、品牌、产品线、行业、竞品、区域、人群、预算、场景、痛点、资质、规模、时效和材料来源。 2. 判断真实数据模式：`未接入 / 用户提供 / 工具或连接器导入 / 已采样校准`。没有真实数据时，必须输出数据缺口和采样计划，不能伪造真实平台回答、搜索量或转化数据。 3. 做事实与证据校准：品牌、产品、价格、合规、竞品和行业事实必须标注来源状态，未校准信息只能作为假设或待确认项。 4. 建立双层意图：先映射到信息、导航/验证、交易/行动任务层，再扩展为九类 GEO 操作意图。 5. 按角色、场景、决策阶段、约束条件、证据需求和内容资产用途生成完整自然语言问题，不能只堆短关键词。用户要求“核心词+拓展词”、每词固定数量或参考拓词表格时，读取 `references/structured-expansion-workbook-logic.md`，先用槽位组合扩充候选池，再做语义筛选；若要求拓展词完整包含核心词，逐条做字符串与语义双重校验。 6. 输出五段式重写：口语问法、独立重写、检索短语、证据查询、标题输入。 7. 保留多轮追问链路：`root_question_id / parent_question_id / standalone_rewrite / context_dependency / platform_fit`。 8. 聚类去重，按问题目标、用户角色、约束条件、资产用途和合规等级合并同义问题。 …
Read the whole file at its exact version.
How to install
mdr add shenyuannext/wepr-growth-skills/wepr-geo-intent-miner@sha256:a8f418a61d682a19The line at the top of this page pins the label git:20260830.447b4d2, 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_4xyxe7hsp44jsw6m)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 5, 2026 and Aug 30, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260830.447b4d2 latest | 2026-08-30 | 447b4d2 | 4,245 B | A | view · diff |
| git:20260805.7628a39 | 2026-08-05 | 7628a39 | 3,856 B | A | view · diff |
| git:20260805.ad16d59 | 2026-08-05 | ad16d59 | 3,827 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 (4245 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_4xyxe7hsp44jsw6m GET https://markdownregistry.com/api/v1/resolve?ref=shenyuannext/wepr-growth-skills/wepr-geo-intent-miner GET https://markdownregistry.com/api/v1/blob/a8f418a61d682a19b124831d9eb4603592c8c57d66300e0d5783d91c571343e5
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.