Geo Site Diagnose
yaojingang/GEOHub
Crawl one public website from a supplied URL, select up to ten representative page types, score evidence-lined GEO readiness, and generate a standalone visual HTML report.
Watches AEO citation-check results in system.aeocitationchecks and files an inbox report when a domain's citation rate on an answer engine drops or spikes versus its baseline, or when the citation…
Install Signals Scout Aeo Citations
$ npx skills add PostHog/posthog --skill signals-scout-aeo-citations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PostHog/posthog signals-scout-aeo-citations --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/PostHog/posthog.git skills-src && mkdir -p .claude/skills && cp -r skills-src/products/aeo/scout .claude/skills/signals-scout-aeo-citations && 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 "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .claude/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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/PostHog/posthog/tree/master/products/aeo/scoutType 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 PostHog/posthog --skill signals-scout-aeo-citations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PostHog/posthog signals-scout-aeo-citations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .agents/skills && cp -r skills-src/products/aeo/scout .agents/skills/signals-scout-aeo-citations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .agents/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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 PostHog/posthog --skill signals-scout-aeo-citations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PostHog/posthog signals-scout-aeo-citations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/products/aeo/scout .cursor/skills/signals-scout-aeo-citations && 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 "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .cursor/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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/PostHog/posthog.git --path products/aeo/scout--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 PostHog/posthog --skill signals-scout-aeo-citations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PostHog/posthog signals-scout-aeo-citations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/products/aeo/scout .gemini/skills/signals-scout-aeo-citations && 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 "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .gemini/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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 PostHog/posthog signals-scout-aeo-citationsInstalls 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 PostHog/posthog --skill signals-scout-aeo-citations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .github/skills && cp -r skills-src/products/aeo/scout .github/skills/signals-scout-aeo-citations && 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 "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .github/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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 PostHog/posthog --skill signals-scout-aeo-citations -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PostHog/posthog signals-scout-aeo-citations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PostHog/posthog.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/products/aeo/scout .opencode/skills/signals-scout-aeo-citations && 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 "signals-scout-aeo-citations" agent skill from https://github.com/PostHog/posthog/tree/master/products/aeo/scout into .opencode/skills/signals-scout-aeo-citations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "signals-scout-aeo-citations", 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
signals-scout-aeo-citations- GitHub stars
- 40k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 626 words
- Files
- 1
- Skills in repo
- 254
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Watches AEO citation-check results in system.aeocitationchecks and files an inbox report when a domain's citation rate on an answer engine drops or spikes versus its baseline, or when the citation…
- Tasks that involve AI search optimization
- SKILL.md covers Untrusted text, Quick close-out, Orient and Decide, plus 2 more sections
- Calls python
- Tasks that involve Citation management
What it does
Signals Scout Aeo Citations is an agent skill from PostHog/posthog, published by the product's own GitHub organization. Watches AEO citation-check results in system.aeocitationchecks and files an inbox report when a domain's citation rate on an answer engine drops or spikes versus its baseline, or when the citation runner itself is failing.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering AI search optimization and Citation management. It works with PostHog. The repository describes itself as: :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error…
When your agent uses it
- Tasks that involve AI search optimization
- Tasks that involve Citation management
Example prompts
- “Use the signals-scout-aeo-citations skill to watch AEO citation-check results in system.aeocitationchecks and files an inbox report when a domain's…”
- “/signals-scout-aeo-citations”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit c012c8d. 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
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Signals Scout Aeo Citations loads about 1.4k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 626 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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 626 words (~1,379 tokens).
“POC scout — deliberately NOT under products/signals/skills/ so it is never auto-seeded fleet-wide. Register it per-team on the pilot project through the skills-store path (scout-create-prepare / scout-create-execute API, with this file's frontmatter and body as the skill), leaving default trusted…”
- name
- signals-scout-aeo-citations
- metadata.owner_team
- web-analytics
- metadata.scope
- aeo
Files
Just SKILL.md in products/aeo/scout of PostHog/posthog.
Open the folder on GitHubat commit c012c8d
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in PostHog/posthog, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Signals Scout Aeo Citations 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 |
|---|---|---|---|---|---|---|
| Signals Scout Aeo Citations this skillPostHog/posthog | 40k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Geo Site Diagnoseyaojingang/GEOHub | 165 | — | ~515 | Automated safety check: Pass | AGPL-3.0 | |
| Grokipedia Recommendationskostja94/marketing-skills | 1k | 1 repos | ~4.2k | Automated safety check: Pass | MIT | |
| SEO Auditshadcn-labs/agentcn | 490 | — | ~598 | Automated safety check: Pass | MIT | |
| SEO Content Auditseranking/seo-skills | 161 | — | ~3k | Automated safety check: Pass | MIT | |
| Geo Diagnoseyaojingang/GEOHub | 165 | — | ~434 | Automated safety check: Pass | AGPL-3.0 |
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Categories
Questions about Signals Scout Aeo Citations
What does Signals Scout Aeo Citations do?
Watches AEO citation-check results in system.aeocitationchecks and files an inbox report when a domain's citation rate on an answer engine drops or spikes versus its baseline, or when the citation…. Signals Scout Aeo Citations is an agent skill from PostHog/posthog, published by the product's own GitHub organization.aeocitationchecks and files an inbox report when a domain's citation rate on an answer engine drops or spikes versus its baseline, or when the citation runner itself is failing.
When should I use Signals Scout Aeo Citations?
Signals Scout Aeo Citations fits situations like: tasks that involve AI search optimization; tasks that involve Citation management.
How do I install Signals Scout Aeo Citations in Claude Code?
Run `npx skills add PostHog/posthog --skill signals-scout-aeo-citations -a claude-code`. Or copy the skill folder (products/aeo/scout in PostHog/posthog) into .claude/skills/signals-scout-aeo-citations in your project. Claude Code loads it when a task matches its description.
How do I install Signals Scout Aeo Citations in Codex?
Run `npx skills add PostHog/posthog --skill signals-scout-aeo-citations -a codex`. Or copy the skill folder (products/aeo/scout in PostHog/posthog) into .agents/skills/signals-scout-aeo-citations in your project. Codex loads it when a task matches its description.
Can I use Signals Scout Aeo Citations 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 PostHog/posthog --skill signals-scout-aeo-citations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/signals-scout-aeo-citations, .gemini/skills/signals-scout-aeo-citations, .github/skills/signals-scout-aeo-citations and .opencode/skills/signals-scout-aeo-citations in your project.
What does Signals Scout Aeo Citations need to run?
Going by SKILL.md and its folder, Signals Scout Aeo Citations needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Signals Scout Aeo Citations access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Signals Scout Aeo Citations 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. Review the folder before installing.
What licence does Signals Scout Aeo Citations use?
Signals Scout Aeo Citations has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Signals Scout Aeo Citations 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.
What are the alternatives to Signals Scout Aeo Citations?
Skills that share tags, products or a category with Signals Scout Aeo Citations: Geo Site Diagnose (yaojingang/GEOHub, 165 stars), Grokipedia Recommendations (kostja94/marketing-skills, 1k stars), SEO Audit (shadcn-labs/agentcn, 490 stars) and SEO Content Audit (seranking/seo-skills, 161 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Signals Scout Aeo Citations?
PostHog (a GitHub organization, an official publisher) maintains it in PostHog/posthog, which has 40,209 GitHub stars. The repository holds 254 skills in this directory. The repository was last updated on October 10, 2026.
Source: PostHog/posthog on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.