Geo Diag Report
infometa/workbuddyskills
Brand GEO diagnosis with search-augmented AI pipeline. An agent skill from infometa/workbuddyskills.
Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots.
Install Pangolinfo AI Serp
$ npx skills add aiskillstore/marketplace --skill pangolinfo-ai-serp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace pangolinfo-ai-serp --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .claude/skills/pangolinfo-ai-serp && 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 "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .claude/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serpType 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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace pangolinfo-ai-serp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .agents/skills/pangolinfo-ai-serp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .agents/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace pangolinfo-ai-serp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .cursor/skills/pangolinfo-ai-serp && 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 "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .cursor/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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/aiskillstore/marketplace.git --path skills/pangolin-spg/pangolinfo-ai-serp--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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace pangolinfo-ai-serp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .gemini/skills/pangolinfo-ai-serp && 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 "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .gemini/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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 aiskillstore/marketplace pangolinfo-ai-serpInstalls 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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .github/skills/pangolinfo-ai-serp && 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 "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .github/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace pangolinfo-ai-serp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/pangolin-spg/pangolinfo-ai-serp .opencode/skills/pangolinfo-ai-serp && 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 "pangolinfo-ai-serp" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/pangolin-spg/pangolinfo-ai-serp into .opencode/skills/pangolinfo-ai-serp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pangolinfo-ai-serp", 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
pangolinfo-ai-serp- GitHub stars
- 433
- Token cost
- ~661 tokens
- SKILL.md length
- 143 words
- Files
- 6 (incl. scripts, references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- MIT
At a glance
Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots.
- You need structured results (JSON) for pipelines/agents
- SKILL.md covers Migration note (Amazon), Prerequisites, Minimal examples and Output, plus 2 more sections
- Runs Python scripts from its folder; calls python3; needs PANGOLIN_TOKEN and PANGOLIN_PASSWORD
- Tasks that involve AI search optimization
What it does
Pangolinfo AI Serp is an agent skill from aiskillstore/marketplace. Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots. Use when you need structured results (JSON) for pipelines/agents. Requires PANGOLINTOKEN or PANGOLINEMAIL + PANGOLINPASSWORD.
Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/ai-mode-api.md`, `references/ai-overview-serp-api.md` and `references/error-codes.md`).
It sits in Marketing & SEO, covering AI search optimization and Web search. It works with SerpApi. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified. The licence is MIT.
When your agent uses it
- You need structured results (JSON) for pipelines/agents
- Tasks that involve AI search optimization
- Tasks that involve Web search
Example prompts
- “/pangolinfo-ai-serp”
Requirements
- Python 3
- A credential in PANGOLIN_TOKEN
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. 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:
python3
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):
pangolinfo.comtool.pangolinfo.comdocs.pangolinfo.comgithub.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
PANGOLIN_TOKENPANGOLIN_PASSWORD
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Pangolinfo AI Serp loads about 661 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 143 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
The full file from aiskillstore/marketplace at commit 44923f3, republished under its MIT licence (© aiskillstore). 143 words, ~661 tokens.
Download SKILL.mdSave it as
.claude/skills/pangolinfo-ai-serp/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- pangolinfo-ai-serp
- description
- Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots. Use when you need structured results (JSON) for pipelines/agents. Requires PANGOLIN_TOKEN or PANGOLIN_EMAIL + PANGOLIN_PASSWORD.
- homepage
- https://www.pangolinfo.com/ai-serp-skill/
- license
- MIT
Pangolinfo AI SERP (Google SERP + AI Overviews)
Search Google programmatically via Pangolinfo APIs. Extract Google AI Overviews, run AI Mode searches with multi-turn follow-ups, and optionally capture screenshots.
Migration note (Amazon)
Amazon scraping is now a separate skill: Pangolinfo Amazon Scraper.
If you previously used Amazon features from the combined skill, install the new Amazon skill and switch your --mode usage accordingly.
Prerequisites
- Python 3.6+ (standard library only)
- A Pangolinfo account: https://tool.pangolinfo.com/
- Auth env vars (choose one):
PANGOLIN_TOKEN(recommended)- or
PANGOLIN_EMAIL+PANGOLIN_PASSWORD
export PANGOLIN_TOKEN="..."
# or
export PANGOLIN_EMAIL="..."
export PANGOLIN_PASSWORD="..."Minimal examples
AI Mode search:
python3 scripts/pangolinfo.py --q "what is quantum computing" --mode ai-modeStandard SERP + AI Overview extraction (+ optional screenshot):
python3 scripts/pangolinfo.py --q "openclaw" --mode serp --screenshotMulti-turn dialogue (AI Mode follow-ups):
python3 scripts/pangolinfo.py --q "python web frameworks" --mode ai-mode \
--follow-up "compare flask vs django" \
--follow-up "which is better for beginners"Output
The script prints structured JSON to stdout.
Key output fields:
organic_results[]ai_overview[](only when returned)screenshot(only when requested and available)task_id,success
Links
- Product: https://www.pangolinfo.com/ai-serp-skill/
- AI Overview SERP API: https://www.pangolinfo.com/ai-overview-serp-api/
- AI Overview API documentation: https://docs.pangolinfo.com/en-api-reference/aiModeSerpApi/aiModeSerpAPI
- Source: https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-ai-serp
Deep-dive references
© aiskillstore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 5 other files (scripts, references) in skills/pangolin-spg/pangolinfo-ai-serp of aiskillstore/marketplace.
- SKILL.md
- references/ai-mode-api.md
- references/ai-overview-serp-api.md
- references/error-codes.md
- scripts/pangolinfo.py
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Pangolinfo AI Serp 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 |
|---|---|---|---|---|---|---|
| Pangolinfo AI Serp this skillaiskillstore/marketplace | 433 | — | ~661 | Automated safety check: Pass | MIT | |
| Geo Diag Reportinfometa/workbuddyskills | 348 | — | ~1.7k | Automated safety check: Notes | None | |
| 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 | |
| SEO and GEO Auditdageno-agents/seo-geo-audit | 176 | — | ~2k | Automated safety check: Pass | MIT |
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Categories
Questions about Pangolinfo AI Serp
What does Pangolinfo AI Serp do?
Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots. Pangolinfo AI Serp is an agent skill from aiskillstore/marketplace. Programmatic Google SERP + AI Overviews (including AI Mode multi-turn) via Pangolinfo APIs, with optional page screenshots.
When should I use Pangolinfo AI Serp?
Pangolinfo AI Serp fits situations like: you need structured results (JSON) for pipelines/agents; tasks that involve AI search optimization; tasks that involve Web search.
How do I install Pangolinfo AI Serp in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill pangolinfo-ai-serp -a claude-code`. Or copy the skill folder (skills/pangolin-spg/pangolinfo-ai-serp in aiskillstore/marketplace) into .claude/skills/pangolinfo-ai-serp in your project. Claude Code loads it when a task matches its description.
How do I install Pangolinfo AI Serp in Codex?
Run `npx skills add aiskillstore/marketplace --skill pangolinfo-ai-serp -a codex`. Or copy the skill folder (skills/pangolin-spg/pangolinfo-ai-serp in aiskillstore/marketplace) into .agents/skills/pangolinfo-ai-serp in your project. Codex loads it when a task matches its description.
Can I use Pangolinfo AI Serp 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 aiskillstore/marketplace --skill pangolinfo-ai-serp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pangolinfo-ai-serp, .gemini/skills/pangolinfo-ai-serp, .github/skills/pangolinfo-ai-serp and .opencode/skills/pangolinfo-ai-serp in your project.
What does Pangolinfo AI Serp need to run?
Going by SKILL.md and its folder, Pangolinfo AI Serp needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named PANGOLIN_TOKEN and PANGOLIN_PASSWORD. Our summary lists: Python 3; A credential in PANGOLIN_TOKEN.
Does Pangolinfo AI Serp access the network?
SKILL.md names 4 domains. As links in the text: pangolinfo.com, tool.pangolinfo.com, docs.pangolinfo.com and github.com. This is read from the text; nothing was executed.
Is Pangolinfo AI Serp 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 Pangolinfo AI Serp use?
Pangolinfo AI Serp is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Pangolinfo AI Serp use?
About 661 tokens (SKILL.md is roughly 2.6k 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 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Pangolinfo AI Serp?
Skills that share tags, products or a category with Pangolinfo AI Serp: Geo Diag Report (infometa/workbuddyskills, 348 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 Pangolinfo AI Serp?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.