Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
小红书笔记优化助手工具，基于全网爆款数据对用户文案进行多维度评分并给出改进建议；当用户需要评估文案质量、获取优化建议时使用
No licenceAuto-check passed
Install Xiaohongshu Note Analyzer
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .claude/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.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/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .claude/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .agents/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .agents/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .cursor/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .cursor/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/redfox-data/redfox-community.git --path skills/xiaohongshu-note-analyzer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .gemini/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .gemini/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .github/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .github/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install redfox-data/redfox-community xiaohongshu-note-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/xiaohongshu-note-analyzer .opencode/skills/xiaohongshu-note-analyzer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "xiaohongshu-note-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/xiaohongshu-note-analyzer into .opencode/skills/xiaohongshu-note-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "xiaohongshu-note-analyzer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
xiaohongshu-note-analyzer- GitHub stars
- 425
- Token cost
- ~1.4k tokens
- SKILL.md length
- 192 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
小红书笔记优化助手工具，基于全网爆款数据对用户文案进行多维度评分并给出改进建议；当用户需要评估文案质量、获取优化建议时使用
- Works in 5 steps: 接收用户文案 → 提取关键词并获取爆款数据 → 提炼评分维度 → …
- SKILL.md covers 自我介绍, 鉴权, 前置准备 and 任务目标, plus 5 more sections
- Runs Python scripts from its folder; calls python; needs REDFOX_API_KEY
What it does
Xiaohongshu Note Analyzer is an agent skill from redfox-data/redfox-community. 小红书笔记优化助手工具，基于全网爆款数据对用户文案进行多维度评分并给出改进建议；当用户需要评估文案质量、获取优化建议时使用
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `README.en.md`, `README.md` and `references/xhs_trend_data_format.md`).
It works with Xiaohongshu. 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
- “/xiaohongshu-note-analyzer”
Requirements
- Python 3
- A credential in REDFOX_API_KEY
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- 接收用户文案
- 提取关键词并获取爆款数据
- 提炼评分维度
- 对比评分
- 输出前自检
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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
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
Xiaohongshu Note Analyzer loads about 1.4k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 22 tokens; SKILL.md has 192 words of instructions outside code blocks.
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 192 words (~1,364 tokens).
- name
- xiaohongshu-note-analyzer
Files
SKILL.md and 4 other files (scripts, references) in skills/xiaohongshu-note-analyzer of redfox-data/redfox-community.
- SKILL.md
- README.en.md
- README.md
- references/xhs_trend_data_format.md
- scripts/fetch_xhs_trends.py
Open the folder on GitHubat commit 24d4093
Compare with similar skills
Xiaohongshu Note Analyzer 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Xiaohongshu Note Analyzer this skillredfox-data/redfox-community | 425 | — | ~1.4k | Automated safety check: Pass | None | |
| Agent ReachPanniantong/Agent-Reach | 93k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Guizang Social Cardsop7418/guizang-social-card-skill | 7.4k | 1 repos | ~7.8k | Automated safety check: Pass | AGPL-3.0 | |
| Yuwen Publish Precheckyuwen-cool/yuwen-publish-precheck | 771 | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Video Podcast MakerAgents365-ai/video-podcast-maker | 1.7k | — | ~4.9k | Automated safety check: Pass | MIT | |
| Xhs Note Creatorcomeonzhj/Auto-Redbook-Skills | 2.3k | — | ~580 | Automated safety check: Notes | None |
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Works with
Questions about Xiaohongshu Note Analyzer
What does Xiaohongshu Note Analyzer do?
小红书笔记优化助手工具，基于全网爆款数据对用户文案进行多维度评分并给出改进建议；当用户需要评估文案质量、获取优化建议时使用. Xiaohongshu Note Analyzer is an agent skill from redfox-data/redfox-community.
How do I install Xiaohongshu Note Analyzer in Claude Code?
Run `npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a claude-code`. Or copy the skill folder (skills/xiaohongshu-note-analyzer in redfox-data/redfox-community) into .claude/skills/xiaohongshu-note-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Xiaohongshu Note Analyzer in Codex?
Run `npx skills add redfox-data/redfox-community --skill xiaohongshu-note-analyzer -a codex`. Or copy the skill folder (skills/xiaohongshu-note-analyzer in redfox-data/redfox-community) into .agents/skills/xiaohongshu-note-analyzer in your project. Codex loads it when a task matches its description.
Can I use Xiaohongshu Note Analyzer 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 xiaohongshu-note-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiaohongshu-note-analyzer, .gemini/skills/xiaohongshu-note-analyzer, .github/skills/xiaohongshu-note-analyzer and .opencode/skills/xiaohongshu-note-analyzer in your project.
What does Xiaohongshu Note Analyzer need to run?
Going by SKILL.md and its folder, Xiaohongshu Note Analyzer needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.
Does Xiaohongshu Note Analyzer access the network?
SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.
Is Xiaohongshu Note Analyzer 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 Xiaohongshu Note Analyzer use?
No licence was found for Xiaohongshu Note Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Xiaohongshu Note Analyzer use?
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.
What are the alternatives to Xiaohongshu Note Analyzer?
Skills that share tags, products or a category with Xiaohongshu Note Analyzer: Agent Reach (Panniantong/Agent-Reach, 93k stars), Guizang Social Cards (op7418/guizang-social-card-skill, 7.4k stars), Yuwen Publish Precheck (yuwen-cool/yuwen-publish-precheck, 771 stars) and Video Podcast Maker (Agents365-ai/video-podcast-maker, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Xiaohongshu Note Analyzer?
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.