weibo-comment-search SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
weibo-comment-search from redfox-data/redfox-community is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add redfox-data/redfox-community/weibo-comment-search@git:20260813.8216bf8Pins git:20260813.8216bf8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- redfox-data/redfox-community
- Path
skills/weibo-comment-search/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260813.8216bf8, committed Aug 13, 2026
- Size
- 10,480 bytes
- Repository stars
- 456
- License
- none declared
微博评论分析工具。输入微博博文链接即可获取一级评论数据，支持分页浏览和四维情感分析（积极/负面/需求/竞品）。当用户需要查看微博评论、分析评论舆情、了解用户反馈时使用。触发词：微博评论、博文评论、评论查询、评论分析、看评论。.
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
# 微博评论分析
## 📝 简介
微博评论分析工具，输入微博博文链接，即可查看该博文的一级评论数据，支持分页浏览和 AI 情感分析。在对话中展示当前页全部评论及 AI 总结分析，同时生成包含当前页数据和总结的交互式 HTML 报告。
## ✨ 功能特性
| 功能模块 | 能力描述 | 核心价值 |
|---------|---------|---------|
| 评论查询 | 输入微博博文链接查询评论 | 一键查看任意博文的评论 |
| 分页浏览 | 支持多页结果浏览 | 逐页探索更多评论 |
| AI 总结 | 四维情感分析（积极/负面/需求/竞品） | 快速了解评论舆情全貌 |
| HTML 报告 | 深色主题交互式报告 | 离线保存/分享分析结果 |
## 🔑 鉴权
### 获取 API Key
请前往 [红狐hub](https://redfox.hk/settings/api-keys?source=github) 获取 API KEY
### 配置 API Key
方案1: 以 Qoder 为例，将 REDFOX_API_KEY 添加到 `~/.openclaw/openclaw.json` 中：
```bash
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
```
方案2: 终端配置
```bash
export REDFOX_API_KEY="ak_xxxx..."
```
## 🔄 工作流程
### Step 1：理解用户意图，提取 opusId
**1. 从微博博文链接中提取 opusId**
- 若用户提供了博文链接（如 `https://weibo.com/1784473157/R8X4f2lnq`），从中提取 opusId（`R8X4f2lnq`）
- 若用户直接提供了 opusId，直接使用
- 若用户意图模糊（如"帮我查下评论"），主动询问：「请提供微博博文链接」
- 不得在用户未提供链接时擅自猜测并调用脚本
- 若用户在上一轮对话中查询过某博文的评论，且本轮输入模糊（如"下一页"、"评论分析"），沿用上一轮的 opusId
**2. 识别页码参数**
- 用户提到"下一页"、"第2页" → 对应页码，同时使用上一轮返回的 max_cursor
- 用户提到"上一页" → 当前页 - 1
- 未提及页码 → 默认第 1 页
### Step 2：调用查询脚本（自动生成 HTML）
**⚠️ 每次调用仅请求一页数据（一次 API 请求），不可擅自发起多次调用拉取多页。**
…Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/weibo-comment-search@sha256:0aceb8118809a027The line at the top of this page pins the label git:20260813.8216bf8, 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_3ipbkoxorulrhxgp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 13, 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 (10480 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
redfox-data/redfox-community · 456 stars · license none declared · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3ipbkoxorulrhxgp GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/weibo-comment-search GET https://markdownregistry.com/api/v1/blob/0aceb8118809a02715bc9b8b5e8bdcd1d2f02a9db107ace197d1b7ba20e66ef6
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.
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