Agent skill

Weibo Comment Search

by redfox-data in redfox-data/redfox-community

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。

No licenceAuto-check passed

Install Weibo Comment Search

skills CLI
$ npx skills add redfox-data/redfox-community --skill weibo-comment-search -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install redfox-data/redfox-community weibo-comment-search --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/weibo-comment-search .claude/skills/weibo-comment-search && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
weibo-comment-search
GitHub stars
425
Used in
1 other repo
Token cost
~1.5k tokens
SKILL.md length
406 words
Files
7 (incl. scripts, assets)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

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。

  • Works in 5 steps: :理解用户意图,提取 opusId → :调用查询脚本(自动生成 HTML) → :判断结果并展示 → …
  • SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 鉴权 and 🔄 工作流程, plus 2 more sections
  • Runs Python scripts from its folder; calls python3; reaches weibo.com; needs REDFOX_API_KEY

What it does

Weibo Comment Search is an agent skill from redfox-data/redfox-community. 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。

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and assets (for example `README.en.md`, `README.md` and `_user_meta.json`).

The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

Example prompts

  • “/weibo-comment-search”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. :理解用户意图,提取 opusId
  2. :调用查询脚本(自动生成 HTML)
  3. :判断结果并展示
  4. :翻页处理
  5. :错误处理

What it can do on your machine

Read from SKILL.md and the folder at commit 24d4093. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • weibo.com

    Also links to:

    • redfox.hk

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Weibo Comment Search loads about 1.5k tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 406 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 406 words (~1,530 tokens).

“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。”

— opening of SKILL.md by redfox-data
name
weibo-comment-search

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, assets) in skills/weibo-comment-search of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • _user_meta.json
  • assets/report_template.html
  • scripts/backfill_html.py
  • scripts/weibo_comment_search.py

Open the folder on GitHubat commit 24d4093

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in redfox-data/redfox-community, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Weibo Comment Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Weibo Comment Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Weibo Comment Search this skillredfox-data/redfox-community4251 repos~1.5kAutomated safety check: PassNone
No Commentscursor/plugins10k7 repos~640Automated safety check: PassNone
Commentsanthropics/claude-for-legal9.6k1 repos~1kAutomated safety check: PassApache-2.0
Clean Up Commentsthedaviddias/Front-End-Checklist74k—~435Automated safety check: PassMIT
Comment Checkercode-yeongyu/oh-my-openagent70k—~160Automated safety check: PassCustom licence
Writing Commentswithastro/astro63k—~2.7kAutomated safety check: PassCustom licence

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Questions about Weibo Comment Search

What does Weibo Comment Search do?

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。. Weibo Comment Search is an agent skill from redfox-data/redfox-community.

How do I install Weibo Comment Search in Claude Code?

Run `npx skills add redfox-data/redfox-community --skill weibo-comment-search -a claude-code`. Or copy the skill folder (skills/weibo-comment-search in redfox-data/redfox-community) into .claude/skills/weibo-comment-search in your project. Claude Code loads it when a task matches its description.

How do I install Weibo Comment Search in Codex?

Run `npx skills add redfox-data/redfox-community --skill weibo-comment-search -a codex`. Or copy the skill folder (skills/weibo-comment-search in redfox-data/redfox-community) into .agents/skills/weibo-comment-search in your project. Codex loads it when a task matches its description.

Can I use Weibo Comment Search in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add redfox-data/redfox-community --skill weibo-comment-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weibo-comment-search, .gemini/skills/weibo-comment-search, .github/skills/weibo-comment-search and .opencode/skills/weibo-comment-search in your project.

What does Weibo Comment Search need to run?

Going by SKILL.md and its folder, Weibo Comment Search needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Weibo Comment Search access the network?

SKILL.md names 2 domains. In commands or code: weibo.com; the agent is likely to contact it when it follows the instructions. As links in the text: redfox.hk. This is read from the text; nothing was executed.

Is Weibo Comment Search safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Weibo Comment Search use?

No licence was found for Weibo Comment Search or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Weibo Comment Search use?

About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Weibo Comment Search?

Skills that share tags, products or a category with Weibo Comment Search: No Comments (cursor/plugins, 10k stars), Comments (anthropics/claude-for-legal, 9.6k stars), Clean Up Comments (thedaviddias/Front-End-Checklist, 74k stars) and Comment Checker (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weibo Comment Search?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on October 8, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.