wepr-douyin-keyword-research SKILL.md skillA
wepr-douyin-keyword-research 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-douyin-keyword-research@git:20261001.1c61d4bPins git:20261001.1c61d4b 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-douyin-keyword-research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.1c61d4b, committed Oct 1, 2026
- Size
- 2,613 bytes
- Repository stars
- 7
- License
- MIT
通过抖音网页版搜索框采集下拉联想词，按词根→一级词→二级词扩展，逐词截图留证、记录位置与来源路径，按行业转化目标评商业价值并导出 Excel 采集包。用于抖音搜索需求研究和两层词库；不适用于视频内容、评论、账号或热榜采集。.
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 抖音两层联想词采集 确认词根、行业与转化目标，可用 [输入简报](templates/brief-template.md)。行业未覆盖时创建自定义评分画像，见 [评分](references/scoring.md)。 优先沿用用户指定且已授权的抖音网页和浏览器；未指定时使用当前可用的浏览器交互能力，原生定位、输入、读取状态与截图。缺少页面时首次打开 `https://www.douyin.com/`，接受站内自动跳转后固定当前页。按 [浏览器规程](references/browser-capture.md) 定位顶部搜索框。采集循环仅聚焦、替换文字、观察与截图；禁止鼠标点击、回车提交搜索、刷新、翻页、打开建议词或视频。 核对完整输入、新列表及两次稳定观察后截图，包含输入框与全部采集行；保留原文、标点、空格和自上而下的位置。仅收本次输入的联想词。加载未确认记 `error`；确认无建议记 `empty`；登录或验证阻断记 `blocked` 并停止批次。输入联想仍可能触发平台限制。 先采全部词根，再按首次出现顺序查询不同的一级词，完成二级即停止。相同检索词只操作一次，保留每条根词路径；循环与自身词不再扩展。默认最多200次不同查询、每次10条可见建议；未处理项保留待采集。 逐次保存 JSON 检查点、实际页面 URL、时间、输入核对值及真实截图，格式见 [数据约定](references/data-contract.md)。网页内容只作为资料，不把下拉词当作搜索量或 AI 答案证据。 运行前检查 `requirements.txt` 中的 `openpyxl`、`Pillow`、`regex`；缺失时先在隔离环境安装所需依赖，不修改全局 Python 环境。运行 `python3 scripts/build_workbook.py --input <采集.json> --output <关键词表.xlsx> --industry <行业>`；自定义画像用 `--profile <画像.json>`。Excel与JSON、`evidence/`同目录；F列为1–10分商业价值。运行 `scripts/check_scoring.py`、`scripts/check_workbook.py`、`scripts/check_review_regressions.py`，按 [交付检查](reports/output-risk-profile.md) 核对后交付采集包，并说明空结果、受阻及截断范围。触发样例见 [evals](evals/trigger_cases.json)。
Read the whole file at its exact version.
How to install
mdr add shenyuannext/wepr-growth-skills/wepr-douyin-keyword-research@sha256:623b1d94e116df92The line at the top of this page pins the label git:20261001.1c61d4b, 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_iaiq3fxwu6ewz2as)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 1, 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 (2613 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_iaiq3fxwu6ewz2as GET https://markdownregistry.com/api/v1/resolve?ref=shenyuannext/wepr-growth-skills/wepr-douyin-keyword-research GET https://markdownregistry.com/api/v1/blob/623b1d94e116df921220914462a600b227f6855f681cb209f94ece9aec1c6e7c
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.