x-comment-analyzer 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.
x-comment-analyzer 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/x-comment-analyzer@git:20260811.0e4facdPins git:20260811.0e4facd 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/twitter-comment/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260811.0e4facd, committed Aug 11, 2026
- First version recorded
- Jul 28, 2026
- Size
- 9,926 bytes
- Repository stars
- 456
- License
- none declared
X(Twitter)作品评论分析工具。输入推文链接或推文ID即可获取一级评论数据，支持游标翻页，并进行四维情感分析（积极/负面/需求/竞品）。当用户需要查看X(Twitter)推文评论、分析推文舆情、了解用户反馈时使用。触发词：X评论、Twitter评论、推文评论、X作品评论分析、评论查询、评论分析、评论舆情、看评论、twitter评论、X推文。.
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
# X作品评论分析 > 输入推文链接，一键获取评论数据与四维情感洞察，用数据看清 X 平台的用户真实声音 --- ## 简介 **X作品评论分析** 是一款专为社交媒体运营、品牌方、市场研究人员和内容创作者设计的智能评论洞察工具。通过红狐 API 获取 X(Twitter) 推文的真实评论数据，结合 AI 四维情感分析（积极/负面/需求/竞品），快速掌握任意推文下的用户反馈全貌。 - **核心价值**：告别逐条翻评论，一次查询即可获得推文详情、评论全量列表与情感占比分析，快速定位舆情风向与用户需求 - **适用对象**：品牌运营、社媒运营、市场策划、产品经理、内容创作者、MCN机构 - **技术基础**：基于红狐API实时数据 + Python 数据处理脚本 + Agent 智能情感分析 --- ## 功能特性 ### 核心能力 | 功能 | 说明 | |------|------| | 💬 **评论获取** | 粘贴推文链接或推文ID即可拉取一级评论数据，支持多链接批量查询 | | 📄 **游标翻页** | 单页约 30~40 条一级评论，`cursor` 游标继续获取下一页（每页消耗一次积分） | | 🤖 **四维 AI 分析** | 积极/负面/需求/竞品四类情感分析，各维度附占比与代表评论引用 | | 📊 **推文详情展示** | 作者信息、推文内容、互动数据（点赞/转发/引用/回复/收藏/浏览）全量展示 | | 🌐 **多语言支持** | 支持各语种推文评论，AI 分析基于原文语境（hashtag、@提及、emoji） | | 🛡️ **积分保护** | 多链接查询、翻页前主动提示积分消耗，确认后才执行 | ### 特色亮点 - **⚡ 一句话查询**：粘贴推文链接即可获取完整分析，无需记忆命令 - **🕐 北京时间统一**：所有时间字段自动转换为北京时间，无需手动换算时区 - **🔒 零缓存设计**：结果 JSON 仅输出到对话，不落盘缓存，数据安全可控 - **📋 强制格式输出**：4板块固定模板（推文详情→查询范围→评论列表→四维情感分析），章节/顺序/格式强制锁定 --- ## 一键安装 ### 前置条件 - 已安装 Python 3.6+ ### 安装步骤 1. 将技能文件夹放入你的 Skills 目录 2. 配置数据服务接入凭证（详见 [核心工作流](references/core_workflow.md)） --- ## 使用指南 ### 触发方式 当用户提到以下任意关键词时自动激活： - "X评论"、"Twitter评论"、"推文评论"、"X作品评论分析" - "评论分析"、"评论舆情"、"看评论"、"评论查询" …
Read the whole file at its exact version.
How to install
mdr add redfox-data/redfox-community/x-comment-analyzer@sha256:a854c010ea6877a0The line at the top of this page pins the label git:20260811.0e4facd, 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_rnv3ed6tbzyqmkzh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 28, 2026 and Aug 11, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260811.0e4facd latest | 2026-08-11 | 0e4facd | 9,926 B | A | view · diff |
| git:20260811.d7435a9 | 2026-08-11 | d7435a9 | 9,912 B | A | view · diff |
| git:20260729.b0283c8 | 2026-07-29 | b0283c8 | 9,858 B | A | view · diff |
| git:20260728.5b15c5a | 2026-07-28 | 5b15c5a | 6,160 B | A | view · diff |
| git:20260728.4afafa3 | 2026-07-28 | 4afafa3 | 6,010 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 (9926 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_rnv3ed6tbzyqmkzh GET https://markdownregistry.com/api/v1/resolve?ref=redfox-data/redfox-community/x-comment-analyzer GET https://markdownregistry.com/api/v1/blob/a854c010ea6877a00348b60a1ea4b88a66ad0ef6e978e82fc3beaa7ff996031f
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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