Pangolinfo AI Serp
aiskillstore/marketplace
Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots.
Brand GEO diagnosis with search-augmented AI pipeline. An agent skill from infometa/workbuddyskills.
Install Geo Diag Report
$ npx skills add infometa/workbuddyskills --skill geo-diag-report -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install infometa/workbuddyskills geo-diag-report --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .claude/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .claude/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-reportType 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 infometa/workbuddyskills --skill geo-diag-report -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install infometa/workbuddyskills geo-diag-report --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .agents/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .agents/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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 infometa/workbuddyskills --skill geo-diag-report -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install infometa/workbuddyskills geo-diag-report --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .cursor/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .cursor/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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/infometa/workbuddyskills.git --path experts/geo-diagnosis-expert/skills/geo-diag-report--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 infometa/workbuddyskills --skill geo-diag-report -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install infometa/workbuddyskills geo-diag-report --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .gemini/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .gemini/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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 infometa/workbuddyskills geo-diag-reportInstalls 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 infometa/workbuddyskills --skill geo-diag-report -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .github/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .github/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .github/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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 infometa/workbuddyskills --skill geo-diag-report -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install infometa/workbuddyskills geo-diag-report --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/experts/geo-diagnosis-expert/skills/geo-diag-report .opencode/skills/geo-diag-report && 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-diag-report" agent skill from https://github.com/infometa/workbuddyskills/tree/main/experts/geo-diagnosis-expert/skills/geo-diag-report into .opencode/skills/geo-diag-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "geo-diag-report", 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
geo-diag-report- GitHub stars
- 348
- Token cost
- ~1.7k tokens
- SKILL.md length
- 295 words
- Files
- 13 (incl. scripts, references)
- Skills in repo
- 218
- Repo updated
- First seen
- Licence
- None found
At a glance
Brand GEO diagnosis with search-augmented AI pipeline. An agent skill from infometa/workbuddyskills.
- Tasks that involve AI search optimization
- SKILL.md covers 运行要求, 核心概念, 工作流程 and 输入参数, plus 6 more sections
- Runs JavaScript scripts from its folder; calls node
- Tasks that involve Web search
What it does
Geo Diag Report is an agent skill from infometa/workbuddyskills. Brand GEO diagnosis with search-augmented AI pipeline. 4-stage pipeline: real web search + virtual simulation fallback. Platform selection, on-demand reference loading, HTML report output. Triggers: 'GEO诊断', '品牌诊断', '诊断报告', 'brand diagnosis', 'AI可见度', 'AI搜索排名', '品牌曝光', 'GEO优化', '品牌提及率'.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including scripts and reference files (for example `_skillhub_meta.json`, `references/changelog.md` and `references/evals/evals.json`).
It sits in Marketing & SEO, covering AI search optimization and Web search. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.
When your agent uses it
- Tasks that involve AI search optimization
- Tasks that involve Web search
Example prompts
- “brand diagnosis”
- “AI搜索排名”
- “/geo-diag-report”
Requirements
- Node.js
- Pre-approved tools (allowed-tools): Read, Write, Bash, Glob, WebSearch, WebFetch, AskUserQuestion, Agent
What it can do on your machine
Read from SKILL.md and the folder at commit 91b77ea. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteBashGlobWebSearchWebFetchAskUserQuestionAgent
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 3 files in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
node
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):
gree.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Geo Diag Report loads about 1.7k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 295 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Bash, Glob, WebSearch, WebFetch, AskUserQuestion, Agent
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 295 words (~1,663 tokens).
- name
- geo-diag-report
- allowed-tools
- Read, Write, Bash, Glob, WebSearch, WebFetch, AskUserQuestion, Agent
- description_zh
- 品牌GEO诊断专家（搜索增强）。4阶段流水线，真实搜索+虚拟推理双模式，输出HTML可视化报告
- description_en
- Brand GEO diagnosis: 4-stage pipeline, search-augmented, HTML reports
- version
- 4.1.0
- display_name
- GEO诊断报告
- display_name_en
- geo-diag
- visibility
- public
Files
SKILL.md and 12 other files (scripts, references) in experts/geo-diagnosis-expert/skills/geo-diag-report of infometa/workbuddyskills.
- SKILL.md
- _skillhub_meta.json
- references/changelog.md
- references/evals/evals.json
- references/platform-data.md
- references/prompts.md
- references/scoring-rules.md
- references/search-strategy.md
- references/search-templates.md
- references/skill-relations.md
- scripts/assets/geo-diag-renderer.html
- scripts/build-report.js
- scripts/merge-stages.js
Open the folder on GitHubat commit 91b77ea
Compare with similar skills
Geo Diag Report 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 Diag Report this skillinfometa/workbuddyskills | 348 | — | ~1.7k | Automated safety check: Notes | None | |
| Pangolinfo AI Serpaiskillstore/marketplace | 433 | — | ~661 | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Marketing OsYuzzyuk/marketing-os | 540 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Geoliangdabiao/GEO-Content-Optimizer-Skill | 205 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Geo Optimizerliangdabiao/GEO-Content-Optimizer-Skill | 205 | — | ~1.1k | Automated safety check: Pass | None |
Similar skills
Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
Marketing Os
Yuzzyuk/marketing-os
A complete marketing department in one skill. An agent skill from Yuzzyuk/marketing-os.
Geo
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。
Geo Optimizer
liangdabiao/GEO-Content-Optimizer-Skill
GEO (Generative Engine Optimization) 全流程优化工具。帮助品牌内容被 ChatGPT、Perplexity、Gemini 等 AI 搜索引擎引用。
Research Keywords
onvoyage-ai/gtm-engineer-skills
Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush.
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Categories
Questions about Geo Diag Report
What does Geo Diag Report do?
Brand GEO diagnosis with search-augmented AI pipeline. An agent skill from infometa/workbuddyskills. Geo Diag Report is an agent skill from infometa/workbuddyskills. Brand GEO diagnosis with search-augmented AI pipeline.
When should I use Geo Diag Report?
Geo Diag Report fits situations like: tasks that involve AI search optimization; tasks that involve Web search.
How do I install Geo Diag Report in Claude Code?
Run `npx skills add infometa/workbuddyskills --skill geo-diag-report -a claude-code`. Or copy the skill folder (experts/geo-diagnosis-expert/skills/geo-diag-report in infometa/workbuddyskills) into .claude/skills/geo-diag-report in your project. Claude Code loads it when a task matches its description.
How do I install Geo Diag Report in Codex?
Run `npx skills add infometa/workbuddyskills --skill geo-diag-report -a codex`. Or copy the skill folder (experts/geo-diagnosis-expert/skills/geo-diag-report in infometa/workbuddyskills) into .agents/skills/geo-diag-report in your project. Codex loads it when a task matches its description.
Can I use Geo Diag Report 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 infometa/workbuddyskills --skill geo-diag-report -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-diag-report, .gemini/skills/geo-diag-report, .github/skills/geo-diag-report and .opencode/skills/geo-diag-report in your project.
What does Geo Diag Report need to run?
Going by SKILL.md and its folder, Geo Diag Report needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Write, Bash, Glob, WebSearch, WebFetch, AskUserQuestion, Agent.
Does Geo Diag Report access the network?
SKILL.md names 1 domain. As links in the text: gree.com. This is read from the text; nothing was executed.
Is Geo Diag Report safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. 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 Geo Diag Report use?
No licence was found for Geo Diag Report or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Geo Diag Report use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 11k tokens, read only when the agent opens those files.
What are the alternatives to Geo Diag Report?
Skills that share tags, products or a category with Geo Diag Report: Pangolinfo AI Serp (aiskillstore/marketplace, 433 stars), Geo Fundamentals (wasp-lang/wasp, 19k stars), Marketing Os (Yuzzyuk/marketing-os, 540 stars) and Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Geo Diag Report?
infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.
Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.