SEO Profound
AgriciDaniel/claude-seo
Profound LLM citation tracker (extension). An agent skill from AgriciDaniel/claude-seo.
How to present the deterministic AI-SEO audit returned by auditpage.
Install SEO Audit
$ npx skills add shadcn-labs/agentcn --skill seo-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install shadcn-labs/agentcn seo-audit --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/shadcn-labs/agentcn.git skills-src && mkdir -p .claude/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .claude/skills/seo-audit && 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 "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .claude/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-auditType 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 shadcn-labs/agentcn --skill seo-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install shadcn-labs/agentcn seo-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shadcn-labs/agentcn.git skills-src && mkdir -p .agents/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .agents/skills/seo-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .agents/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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 shadcn-labs/agentcn --skill seo-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install shadcn-labs/agentcn seo-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shadcn-labs/agentcn.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .cursor/skills/seo-audit && 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 "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .cursor/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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/shadcn-labs/agentcn.git --path registry/flue/ai-seo-audit/skills/seo-audit--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 shadcn-labs/agentcn --skill seo-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install shadcn-labs/agentcn seo-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shadcn-labs/agentcn.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .gemini/skills/seo-audit && 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 "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .gemini/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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 shadcn-labs/agentcn seo-auditInstalls 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 shadcn-labs/agentcn --skill seo-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/shadcn-labs/agentcn.git skills-src && mkdir -p .github/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .github/skills/seo-audit && 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 "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .github/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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 shadcn-labs/agentcn --skill seo-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install shadcn-labs/agentcn seo-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shadcn-labs/agentcn.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/registry/flue/ai-seo-audit/skills/seo-audit .opencode/skills/seo-audit && 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 "seo-audit" agent skill from https://github.com/shadcn-labs/agentcn/tree/main/registry/flue/ai-seo-audit/skills/seo-audit into .opencode/skills/seo-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seo-audit", 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
seo-audit- GitHub stars
- 490
- Token cost
- ~598 tokens
- SKILL.md length
- 265 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
How to present the deterministic AI-SEO audit returned by auditpage.
- Works in 4 steps: The overall score/100, its band.label,… → A per-category breakdown: for each… → The failing and partial checks,… → …
- Reporting a pages readability and citation-readiness for AI answer engines (ChatGPT
- SKILL.md covers What this measures, The result shape, The six categories and Output
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
SEO Audit is an agent skill from shadcn-labs/agentcn. How to present the deterministic AI-SEO audit returned by auditpage. Use when reporting a page's readability and citation-readiness for AI answer engines (ChatGPT, Claude, Perplexity).
Its SKILL.md is about 600 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 SEO audit, AI search optimization and Plain language and style rules. It works with OpenAI and Perplexity. The repository describes itself as: shadcn/ui, but for building agents. 🤖. The licence is MIT.
When your agent uses it
- Reporting a pages readability and citation-readiness for AI answer engines (ChatGPT
- Tasks that involve SEO audit
- Tasks that involve AI search optimization
Example prompts
- “/seo-audit”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- The overall score/100, its band.label, and the band.interpretation.
- A per-category breakdown: for each category, score/maxScore and the
- The failing and partial checks, highest-impact first — use topPriorities
- The agent-ready fix prompt: present agentPrompts.full verbatim in a
What it can do on your machine
Read from SKILL.md and the folder at commit 4cd4d83. 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
SEO Audit loads about 598 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 265 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
The full file from shadcn-labs/agentcn at commit 4cd4d83, republished under its MIT licence (© shadcn-labs). 265 words, ~598 tokens.
Download SKILL.mdSave it as
.claude/skills/seo-audit/SKILL.md (or your agent's skills folder).- name
- seo-audit
- description
- How to present the deterministic AI-SEO audit returned by audit_page. Use when reporting a page's readability and citation-readiness for AI answer engines (ChatGPT, Claude, Perplexity).
What this measures
How well a page can be crawled, chunked, understood, and cited by AI answer
engines — not classic blue-link SEO. The audit_page tool computes this
deterministically: page data flows through context.dev, then a fixed rubric of
~30 checks scores six categories into a 0–100 total. Your job is to present
that result, not to re-score it.
The result shape
audit_page returns JSON with:
score(0–100) andband({ label, interpretation }).stats— words, headings, links, externalLinks, jsonLdBlocks, char counts.categories[]— each{ id, name, score, maxScore, naExcluded, items[] }.categories[].items[]— each check:{ id, label, status, evidence, recommendation, score, maxScore }.statusispass | partial | fail | na.topPriorities[]— the highest-impact failing/partial checks, pre-sorted.agentPrompts—{ full, topIssues[] }, ready-to-run fix prompts.diagnostics— context.dev fetch status and JSON-LD parse failures.
The six categories
| ID | Category | Max |
|---|---|---|
| A | Technical AI Crawlability | 28.4 |
| B | Content Structure & Chunking | 25.4 |
| C | Structured Data / Schema | 13.4 |
| D | E-E-A-T & Entity Authority | 21.4 |
| E | Off-site / Citation Surface Presence | 8.4 |
| F | Measurement & Governance | 3 |
Scoring (already applied by the tool): pass = full weight, partial = half,
fail = 0, na = excluded from the denominator. Bands: Critical ≤40 ·
Below average ≤55 · Average ≤70 · Strong ≤85 · Excellent >85.
Output
Report, in order:
- The overall
score/100, itsband.label, and theband.interpretation. - A per-category breakdown: for each category,
score/maxScoreand the pass/partial/fail counts. - The failing and partial checks, highest-impact first — use
topPrioritiesand the matchingitems(cite each check'sid,evidence, andrecommendation). - The agent-ready fix prompt: present
agentPrompts.fullverbatim in a copy-paste block.
Report only the checks and numbers the tool returned. Never invent or recompute scores, checks, evidence, or content.
© shadcn-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in registry/flue/ai-seo-audit/skills/seo-audit of shadcn-labs/agentcn.
Open the folder on GitHubat commit 4cd4d83
Compare with similar skills
SEO Audit 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 |
|---|---|---|---|---|---|---|
| SEO Audit this skillshadcn-labs/agentcn | 490 | — | ~598 | Automated safety check: Pass | MIT | |
| SEO ProfoundAgriciDaniel/claude-seo | 19k | 1 repos | ~441 | Automated safety check: Pass | MIT | |
| Suede SEO AuditJasonColapietro/suede-creator-skills | 127 | — | ~5.5k | Automated safety check: Pass | MIT | |
| AI Search Visibility Auditdavepoon/buildwithclaude | 3.6k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Money SEOiamzifei/show-me-the-money | 1k | — | ~4.4k | Automated safety check: Pass | Custom licence | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT |
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Questions about SEO Audit
What does SEO Audit do?
How to present the deterministic AI-SEO audit returned by auditpage. SEO Audit is an agent skill from shadcn-labs/agentcn. How to present the deterministic AI-SEO audit returned by auditpage.
When should I use SEO Audit?
SEO Audit fits situations like: reporting a pages readability and citation-readiness for AI answer engines (ChatGPT; tasks that involve SEO audit; tasks that involve AI search optimization.
How do I install SEO Audit in Claude Code?
Run `npx skills add shadcn-labs/agentcn --skill seo-audit -a claude-code`. Or copy the skill folder (registry/flue/ai-seo-audit/skills/seo-audit in shadcn-labs/agentcn) into .claude/skills/seo-audit in your project. Claude Code loads it when a task matches its description.
How do I install SEO Audit in Codex?
Run `npx skills add shadcn-labs/agentcn --skill seo-audit -a codex`. Or copy the skill folder (registry/flue/ai-seo-audit/skills/seo-audit in shadcn-labs/agentcn) into .agents/skills/seo-audit in your project. Codex loads it when a task matches its description.
Can I use SEO Audit 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 shadcn-labs/agentcn --skill seo-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seo-audit, .gemini/skills/seo-audit, .github/skills/seo-audit and .opencode/skills/seo-audit in your project.
What does SEO Audit need to run?
SKILL.md names no scripts, command-line tools or credentials: SEO Audit is instructions for the agent only.
Does SEO Audit 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 SEO Audit 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 SEO Audit use?
SEO Audit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does SEO Audit use?
About 598 tokens (SKILL.md is roughly 2.4k 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 SEO Audit?
Skills that share tags, products or a category with SEO Audit: SEO Profound (AgriciDaniel/claude-seo, 19k stars), Suede SEO Audit (JasonColapietro/suede-creator-skills, 127 stars), AI Search Visibility Audit (davepoon/buildwithclaude, 3.6k stars) and Money SEO (iamzifei/show-me-the-money, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains SEO Audit?
shadcn-labs (a GitHub organization) maintains it in shadcn-labs/agentcn, which has 490 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 7, 2026.
Source: shadcn-labs/agentcn on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.