youtube-comment-insights SKILL.md skillA
youtube-comment-insights from devinchen2014/socialdatax-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add devinchen2014/socialdatax-skills/youtube-comment-insights@git:20261103.3dd8b10Pins git:20261103.3dd8b10 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- devinchen2014/socialdatax-skills
- Path
modelscope-skills/youtube-comment-insights/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261103.3dd8b10, committed Nov 3, 2026
- First version recorded
- Aug 18, 2026
- Size
- 12,890 bytes
- Repository stars
- 6
- License
- MIT
当用户需要做 YouTube 评论分析、YouTube 评论洞察、YouTube 用户反馈分析、需求挖掘、痛点总结、购买顾虑整理、FAQ 提炼、口碑分析、评论回复观察或内容讨论复盘时使用。基于用户提供的 YouTube 视频链接下的评论结果，面向内容运营、产品调研、品牌调研和创作者。.
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
<!-- AUTO-GENERATED from socialdatax-skill-source. Do not edit directly; run `node scripts/generate_socialdatax_skills.mjs`. -->
# YouTube评论分析与需求挖掘
## 适用场景
当用户需要做 YouTube 评论分析、YouTube 评论洞察、YouTube 用户反馈分析、需求挖掘、痛点总结、购买顾虑整理、FAQ 提炼、口碑分析、评论回复观察或内容讨论复盘时使用。基于用户提供的 YouTube 视频链接下的评论结果，面向内容运营、产品调研、品牌调研和创作者。
## 快速开始
- 先给出当前 skill 支持的输入：视频链接。
- 如果结果有分页，先取第一页；要继续扩大，再按返回的下一页标记继续。
- 你通常会得到：评论文本、回复线索和用户反馈主题。
## API Key 获取
获取或管理 API Key：访问 <https://socialdatax.com/ai?from=modelscope>，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 `SOCIALDATAX_API_KEY`；不要引导用户使用其他域名。
- 先确认调用方式和命令实际运行位置：已认证的 hosted MCP 不要求本地 CLI 变量或 Node/npm；需要 Key 的直接 CLI 则在同一执行环境用下方命令检查。已能读取就继续原任务，不覆盖已有配置。不能运行命令或缺少 Node.js 属于执行环境问题，不能当成 Key 缺失；仅在确认用户没有 Key 时，才引导从上述官网获取。
- 本地 Agent：优先用客户端官方支持的持久化 Secret / env，并确认它注入 Agent 命令进程。WorkBuddy 可在当前可信工作空间的 `.codebuddy/settings.local.json` 中合并 `{"env":{"SOCIALDATAX_API_KEY":"<YOUR_API_KEY>"}}`，保留其他设置和 env；此路径只适用于 WorkBuddy，作用域只限该工作空间。真实 Key 由用户本地填写，文件不提交版本库。
- 远程 Agent：在实际运行命令的远程主机或服务配置客户端持久化 Secret / env，按该客户端的官方方式重新加载执行进程，并在同一远程会话检查；本机系统变量不会自动传到远程。不要因本机检查成功就认定远程也可用。
…Read the whole file at its exact version.
How to install
mdr add devinchen2014/socialdatax-skills/youtube-comment-insights@sha256:8105815556ec4923The line at the top of this page pins the label git:20261103.3dd8b10, 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_gq7ducitc3bfett2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 18, 2026 and Nov 3, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.3dd8b10 latest | 2026-11-03 | 3dd8b10 | 12,890 B | A | view · diff |
| git:20261029.de2a8f4 | 2026-10-29 | de2a8f4 | 8,814 B | A | view · diff |
| git:20261020.d673480 | 2026-10-20 | d673480 | 8,596 B | A | view · diff |
| git:20261019.f146253 | 2026-10-19 | f146253 | 8,356 B | A | view · diff |
| git:20260818.7ba1bb0 | 2026-08-18 | 7ba1bb0 | 7,963 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 (12890 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
devinchen2014/socialdatax-skills · 6 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gq7ducitc3bfett2 GET https://markdownregistry.com/api/v1/resolve?ref=devinchen2014/socialdatax-skills/youtube-comment-insights GET https://markdownregistry.com/api/v1/blob/8105815556ec49233309ac8cd28d5c8d8209b5c7cbfc1d37539cdea8b02c3ead
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.