GEO（生成式引擎优化）品牌分析工具。自动向豆包、Kimi、DeepSeek 三个 AI 搜索引擎提问，分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比，生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词：GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo…
$ npx skills add redfox-data/redfox-community --skill geo-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install redfox-data/redfox-community geo-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/geo-analyzer .claude/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .claude/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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/geo-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 geo-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install redfox-data/redfox-community geo-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/geo-analyzer .agents/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .agents/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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 geo-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install redfox-data/redfox-community geo-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/geo-analyzer .cursor/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .cursor/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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/geo-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 geo-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install redfox-data/redfox-community geo-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/geo-analyzer .gemini/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .gemini/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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 geo-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 geo-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/geo-analyzer .github/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .github/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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 geo-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 geo-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/geo-analyzer .opencode/skills/geo-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 "geo-analyzer" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/geo-analyzer into .opencode/skills/geo-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-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.
geo-analyzerGEO（生成式引擎优化）品牌分析工具。自动向豆包、Kimi、DeepSeek 三个 AI 搜索引擎提问，分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比，生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词：GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo…
Geo Analyzer is an agent skill from redfox-data/redfox-community. GEO（生成式引擎优化）品牌分析工具。自动向豆包、Kimi、DeepSeek 三个 AI 搜索引擎提问，分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比，生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词：GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo analyzer。
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `README.en.md`, `README.md` and `references/geo-metrics.md`).
It works with DeepSeek and Kimi. 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。
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8263643. It shows what the files ask for, not the result of running them.
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.
Ships 7 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3pip3From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
redfox.hkFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
REDFOX_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Geo Analyzer loads about 1.7k tokens when it runs, and up to ~3k if it reads all its reference files. Until then it costs about 54 tokens; SKILL.md has 312 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.
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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 312 words (~1,706 tokens).
“帮助品牌了解自己在 AI 搜索引擎（豆包、Kimi、DeepSeek）中的表现。系统自动向三个 AI 平台提出相同问题，分析品牌出现率、情绪倾向、信源引用、竞品对比，生成可视化 HTML 报告。”
SKILL.md and 10 other files (scripts, references) in skills/geo-analyzer of redfox-data/redfox-community.
Open the folder on GitHubat commit 8263643
Geo 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 |
|---|---|---|---|---|---|---|
| Geo Analyzer this skillredfox-data/redfox-community | 425 | — | ~1.7k | Automated safety check: Pass | None | |
| AI Model NodejsTencentCloudBase/CloudBase-AI-Toolkit | 1.1k | 3 repos | ~5k | Automated safety check: Pass | MIT | |
| SGLang Model Day-0 SupportBBuf/AI-Infra-Auto-Driven-SKILLS | 900 | — | ~2.3k | Automated safety check: Pass | None | |
| Geoliangdabiao/GEO-Content-Optimizer-Skill | 200 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Bridgic LLMsbitsky-tech/bridgic | 155 | — | ~839 | Automated safety check: Notes | MIT | |
| PiDeck Usage Probe Helperayuayue/PiDeck | 1k | — | ~1.4k | Automated safety check: Pass | MIT |
TencentCloudBase/CloudBase-AI-Toolkit
A skill your agent uses for Node.js backend AI via @cloudbase/node-sdk (=3.16.0) — cloud functions, CloudRun, Express/Koa/NestJS, serverless APIs, scheduled jobs, LLM proxies, agent orchestration.
BBuf/AI-Infra-Auto-Driven-SKILLS
Plans and audits Day-0 SGLang support for a new model release: scope, architecture gaps, PR order, validation gates and sanitized public evidence.
liangdabiao/GEO-Content-Optimizer-Skill
完整的 GEO（生成式引擎优化）服务流水线：给一个产品官网 URL 和介绍材料， 做站点诊断与 AI 答案采样、生成带验收标准的执行工单、产出可直接部署的资产 （llms.txt / JSON-LD / 定义块 / FAQ / 内容大纲与初稿）、自动验收工单是否闭环、 并打包成可直接发给客户的交付物。可按周期复跑，做长期 GEO 运营与月报。
bitsky-tech/bridgic
LLM provider initialization for bridgic projects. An agent skill from bitsky-tech/bridgic.
ayuayue/PiDeck
Helps show a model provider's usage, balance or quota in PiDeck: checks built-in support, points to the dialog templates, or writes a custom probe entry.
BBuf/AI-Infra-Auto-Driven-SKILLS
Looks up public original architecture diagrams for named LLM, vision-language, MoE, diffusion and OCR models and returns the image with its source attribution.
redfox-data/redfox-community
B站评论分析工具。输入B站视频链接或BV号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B站视频评论、分析评论舆情、了解用户反馈时使用。触发词：B站评论、B站视频评论、评论查询、评论分析、评论舆情、看评论、bilibili评论。
redfox-data/redfox-community
抖音每日最具影响力账号榜单追踪分析工具；日榜每日17:30更新/回溯7天，周榜每周一17:30更新/回溯3周，月榜每月2号9点更新/回溯3月；当用户需要查询抖音账号排名、抖音日榜/周榜/月榜、抖音赛道TOP账号或下载榜单报告时使用
redfox-data/redfox-community
全球AI新闻简报 — 一个关键词同时搜索抖音、小红书、公众号、B站、快手、视频号、今日头条、TikTok、Instagram、X(Twitter)、YouTube 共 11 大平台，跨平台聚合后由 AI 生成智能摘要、热点聚类、舆情分析和深度解读报告，输出终端表格 + 交互式 HTML 报告。包含详细信息源列表，适用于各种AI…
redfox-data/redfox-community
公众号投资博主蒸馏器。通过公众号文章数据，自动提取交易体系、市场判断、表达风格、内容深度、互动特征、热点图谱、 人设基因七维DNA，输出结构化风格画像 profile。
redfox-data/redfox-community
全网内容出海信息源 — 每日扫描全平台(公众号/抖音/视频号/小红书/快手/B站)内容出海爆款作品,按点赞量筛选Top50,智能聚类题材方向后生成包含平台标签、封面、互动数据与创作洞察的HTML日报。支持按平台、关键词、时间范围定向查询。⚠️数据每日15:00更新前一天数据,目标日期无数据时必须先告知用户并等待确认后才能调用接口,禁止自动获取。当用户需要内容出海日报、内容出海爆款、内容出海热点、…
redfox-data/redfox-community
短剧-公众号信息源 — 每日扫描公众号短剧爆款文章,按阅读量筛选热门内容,智能聚类题材方向后生成包含封面图、互动数据与创作洞察的HTML日报。支持按题材(穿越/霸总/重生等)、公众号、时间范围定向查询。⚠️查询前脚本先做输入校验：关键词需命中短剧题材词库（topickeywords…
GEO（生成式引擎优化）品牌分析工具。自动向豆包、Kimi、DeepSeek 三个 AI 搜索引擎提问，分析品牌在 AI 回答中的出现率、情绪、信源引用、竞品对比，生成交互式 HTML 报告。当用户需要分析品牌在 AI 搜索引擎中的表现、GEO 优化、AI 搜索品牌监测、品牌 AI 可见度分析时使用。触发词：GEO分析、品牌AI搜索分析、AI搜索引擎优化、品牌可见度、GEO、geo…. Geo Analyzer is an agent skill from redfox-data/redfox-community.
Run `npx skills add redfox-data/redfox-community --skill geo-analyzer -a claude-code`. Or copy the skill folder (skills/geo-analyzer in redfox-data/redfox-community) into .claude/skills/geo-analyzer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add redfox-data/redfox-community --skill geo-analyzer -a codex`. Or copy the skill folder (skills/geo-analyzer in redfox-data/redfox-community) into .agents/skills/geo-analyzer in your project. Codex loads it when a task matches its description.
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 geo-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/geo-analyzer, .gemini/skills/geo-analyzer, .github/skills/geo-analyzer and .opencode/skills/geo-analyzer in your project.
Going by SKILL.md and its folder, Geo Analyzer needs Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.
SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.
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.
No licence was found for Geo Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 1.7k tokens (SKILL.md is roughly 6.8k 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 1.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Geo Analyzer: AI Model Nodejs (TencentCloudBase/CloudBase-AI-Toolkit, 1.1k stars), SGLang Model Day-0 Support (BBuf/AI-Infra-Auto-Driven-SKILLS, 900 stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 200 stars) and Bridgic LLMs (bitsky-tech/bridgic, 155 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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 September 29, 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.
