Geo Fact Checker
LeoYeAI/openclaw-master-skills
GEO-focused fact-checking and evidence collection assistant for written content.
A skill your agent uses whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI…
Install Citation Recovery Optimizer
$ npx skills add amplitude/builder-skills --skill citation-recovery-optimizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install amplitude/builder-skills citation-recovery-optimizer --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/amplitude/builder-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .claude/skills/citation-recovery-optimizer && 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 "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .claude/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizerType 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 amplitude/builder-skills --skill citation-recovery-optimizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install amplitude/builder-skills citation-recovery-optimizer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .agents/skills/citation-recovery-optimizer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .agents/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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 amplitude/builder-skills --skill citation-recovery-optimizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install amplitude/builder-skills citation-recovery-optimizer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .cursor/skills/citation-recovery-optimizer && 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 "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .cursor/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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/amplitude/builder-skills.git --path content-marketing-skills/skills/citation-recovery-optimizer--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 amplitude/builder-skills --skill citation-recovery-optimizer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install amplitude/builder-skills citation-recovery-optimizer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .gemini/skills/citation-recovery-optimizer && 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 "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .gemini/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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 amplitude/builder-skills citation-recovery-optimizerInstalls 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 amplitude/builder-skills --skill citation-recovery-optimizer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .github/skills/citation-recovery-optimizer && 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 "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .github/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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 amplitude/builder-skills --skill citation-recovery-optimizer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install amplitude/builder-skills citation-recovery-optimizer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/amplitude/builder-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/content-marketing-skills/skills/citation-recovery-optimizer .opencode/skills/citation-recovery-optimizer && 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 "citation-recovery-optimizer" agent skill from https://github.com/amplitude/builder-skills/tree/main/content-marketing-skills/skills/citation-recovery-optimizer into .opencode/skills/citation-recovery-optimizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "citation-recovery-optimizer", 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
citation-recovery-optimizer- GitHub stars
- 159
- Token cost
- ~3.3k tokens
- SKILL.md length
- 1,756 words
- Files
- 1
- Skills in repo
- 61
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI…
- Works in 8 steps: CMS Discovery (run once at the start of… → Identify the Brand and Pull Own Pages → Find the Competitor Pages Winning on the… → …
- A user wants to improve existing pages on their website to get cited more by AI models — whether they say our pages arent getting cited
- SKILL.md covers Step 0 — CMS Discovery (run…, Step 1 — Identify the Brand…, Step 2 — Find the Competitor… and Step 3 — Score and Prioritize…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Citation Recovery Optimizer is an agent skill from amplitude/builder-skills. Use this skill whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI visibility", "which of our pages should we update", "make this article more cite-worthy", "our competitors are getting cited instead of us", "update our content for AI search", or any variation where the goal is improving an existing asset rather than creating something new. This skill pulls owned pages from AI Visibility…
Its SKILL.md is about 3.3k 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 Research & Science, covering Citation management and AI search optimization. It works with WordPress, Contentful, HubSpot and Webflow. The repository describes itself as: Open-source AI skills for product managers — battle-tested by PMs at Amplitude.
When your agent uses it
- A user wants to improve existing pages on their website to get cited more by AI models — whether they say our pages arent getting cited
- Improve this page for AI visibility
- Which of our pages should we update
- Make this article more cite-worthy
Example prompts
- “our pages aren”
- “improve this page for AI visibility”
- “which of our pages should we update”
- “/citation-recovery-optimizer”
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- CMS Discovery (run once at the start of every session)
- Identify the Brand and Pull Own Pages
- Find the Competitor Pages Winning on the Same Topics
- Score and Prioritize Pages
- Diagnose the Selected Page
- Generate the Rewrite
- Simulate Before Publishing (optional but recommended)
- Push the Update to CMS
What it can do on your machine
Read from SKILL.md and the folder at commit 51838c2. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Citation Recovery Optimizer loads about 3.3k tokens when it runs. Until then it costs about 231 tokens; SKILL.md has 1,756 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,756 words (~3,303 tokens).
“You're helping a content team squeeze more AI citations out of pages that already exist. The logic: it's faster to improve a page that already has some signal than to build from scratch. AI Visibility shows which owned pages are…”
- name
- citation-recovery-optimizer
Files
Just SKILL.md in content-marketing-skills/skills/citation-recovery-optimizer of amplitude/builder-skills.
Open the folder on GitHubat commit 51838c2
Compare with similar skills
Citation Recovery Optimizer 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 |
|---|---|---|---|---|---|---|
| Citation Recovery Optimizer this skillamplitude/builder-skills | 159 | — | ~3.3k | Automated safety check: Pass | None | |
| Geo Fact CheckerLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.3k | Automated safety check: Pass | MIT | |
| Cms Migrationpayloadcms/skills | 163 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Sanity Migrationsanity-io/agent-toolkit | 188 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Content Management Systemsgithub/awesome-copilot | 40k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Geo Site Diagnoseyaojingang/GEOHub | 165 | — | ~515 | Automated safety check: Pass | AGPL-3.0 |
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Questions about Citation Recovery Optimizer
What does Citation Recovery Optimizer do?
A skill your agent uses whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI…. Citation Recovery Optimizer is an agent skill from amplitude/builder-skills. Use this skill whenever a user wants to improve existing pages on their website to get cited more by AI models — whether they say "our pages aren't getting cited", "improve this page for AI visibility", "which of our pages should we update", "make this article more cite-worthy", "our competitors are getting cited instead of us", "update our content for AI search", or any variation where the goal is improving an existing asset rather than creating something new.
When should I use Citation Recovery Optimizer?
Citation Recovery Optimizer fits situations like: A user wants to improve existing pages on their website to get cited more by AI models — whether they say our pages arent getting cited; improve this page for AI visibility; which of our pages should we update; make this article more cite-worthy.
How do I install Citation Recovery Optimizer in Claude Code?
Run `npx skills add amplitude/builder-skills --skill citation-recovery-optimizer -a claude-code`. Or copy the skill folder (content-marketing-skills/skills/citation-recovery-optimizer in amplitude/builder-skills) into .claude/skills/citation-recovery-optimizer in your project. Claude Code loads it when a task matches its description.
How do I install Citation Recovery Optimizer in Codex?
Run `npx skills add amplitude/builder-skills --skill citation-recovery-optimizer -a codex`. Or copy the skill folder (content-marketing-skills/skills/citation-recovery-optimizer in amplitude/builder-skills) into .agents/skills/citation-recovery-optimizer in your project. Codex loads it when a task matches its description.
Can I use Citation Recovery Optimizer 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 amplitude/builder-skills --skill citation-recovery-optimizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/citation-recovery-optimizer, .gemini/skills/citation-recovery-optimizer, .github/skills/citation-recovery-optimizer and .opencode/skills/citation-recovery-optimizer in your project.
What does Citation Recovery Optimizer need to run?
SKILL.md names no scripts, command-line tools or credentials: Citation Recovery Optimizer is instructions for the agent only.
Does Citation Recovery Optimizer 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 Citation Recovery Optimizer 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 Citation Recovery Optimizer use?
No licence was found for Citation Recovery Optimizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Citation Recovery Optimizer use?
About 3.3k tokens (SKILL.md is roughly 13k 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 Citation Recovery Optimizer?
Skills that share tags, products or a category with Citation Recovery Optimizer: Geo Fact Checker (LeoYeAI/openclaw-master-skills, 2.2k stars), Cms Migration (payloadcms/skills, 163 stars), Sanity Migration (sanity-io/agent-toolkit, 188 stars) and Content Management Systems (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Citation Recovery Optimizer?
amplitude (a GitHub organization) maintains it in amplitude/builder-skills, which has 159 GitHub stars. The repository holds 61 skills in this directory. The repository was last updated on July 24, 2026.
Source: amplitude/builder-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.