kuaishou-comment SKILL.md skillA
kuaishou-comment from redfox-data/redfox-community-dsh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add redfox-data/redfox-community-dsh/kuaishou-comment@git:20260817.17b8940Pins git:20260817.17b8940 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- redfox-data/redfox-community-dsh
- Path
skills/kuaishou-comment/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260817.17b8940, committed Aug 17, 2026
- Size
- 8,675 bytes
- Repository stars
- 10
- License
- MIT
快手评论分析工具。输入作品链接即可获取一级评论数据，支持分页浏览、评论情感分析（积极/负面/需求/竞品），生成精美 HTML 报告。当用户需要查看快手作品评论、分析评论舆情、了解用户反馈时使用。触发词：快手评论、作品评论、评论查询、评论分析、评论舆情、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
# 快手评论分析
## 📝 简介
输入快手作品链接即可获取一级评论数据，每页 20 条，支持 cursor 游标分页翻页。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 |
|---------|---------|---------|
| 评论获取 | 粘贴作品链接即可获取评论 | 实时拉取作品评论区数据 |
| 分页浏览 | 每页 20 条，cursor 游标翻页 | 逐页浏览大量评论 |
| 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 |
| 置顶标记 | 置顶评论特殊标识 | 一眼识别重要评论 |
| HTML 报告 | 深色主题交互式报告 | 离线保存/分享分析结果 |
| 合并报告 | 多页合并，超3页自动折叠 | 一次导出全部评论分析 |
## 🔑 鉴权
前往 [红狐hub](https://redfox.hk/settings/api-keys?source=github) 获取 API Key，通过以下方式配置：
```bash
# 方式一：配置文件（如 OpenClaw 的 ~/.openclaw/openclaw.json）
{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }
# 方式二：终端环境变量
export REDFOX_API_KEY="ak_xxxx..."
```
## 🔄 工作流程
### Step 1：理解用户意图，提取 opusId
**⚠️ 核心规则：用户提供作品链接，Agent 从链接中提取 opusId。**
- 用户提供作品链接（如 `https://www.kuaishou.com/short-video/3x4ibfzs5e68yxu`），Agent 从链接中提取 opusId
- 用户也可能直接提供 opusId（如 `3x4ibfzs5e68yxu`），此时直接使用
- 若用户未提供作品链接，主动询问：「请提供快手作品链接」
- 若用户在上一轮对话中查询过某作品的数据，且本轮输入模糊（如"下一页"、"评论分析"），沿用上一轮的 opusId
### Step 2：调用评论获取脚本（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。**
**脚本每次调用自动生成 HTML 报告**（含占位符，未回填分析数据）。终端展示与 HTML 基于**同一次 API 调用**，确保数据一致。
```bash
…Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community-dsh/kuaishou-comment@sha256:76692d4447d7fc53The line at the top of this page pins the label git:20260817.17b8940, 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_u2tfqt7c7ernqn2o)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 17, 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 (8675 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-dsh · 10 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u2tfqt7c7ernqn2o GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community-dsh/kuaishou-comment GET https://markdownregistry.com/api/v1/blob/76692d4447d7fc53b611213f070635f972b020cb56b8968844afb8593f235056
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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