Agent skill

SEO Validate

by softspark in softspark/ai-toolkit

SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability.

Apache-2.0Auto-check: notesMarketing & SEO

Install SEO Validate

skills CLI
$ npx skills add softspark/ai-toolkit --skill seo-validate -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install softspark/ai-toolkit seo-validate --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/skills/seo-validate .claude/skills/seo-validate && rm -rf skills-src

Use ~/.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/

Facts

Skill name
seo-validate
GitHub stars
179
Token cost
~3.9k tokens
SKILL.md length
1,531 words
Files
11 (incl. scripts)
Skills in repo
112
Repo updated
First seen
Licence
Apache-2.0

At a glance

SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability.

  • Works in 5 steps: Detect Framework & Rendering Mode → Run the Scanner Script → Extend the Scan by Hand → …
  • Tasks that involve Technical SEO
  • SKILL.md covers Usage, What This Command Does, Steps and Scanner Reference, plus 5 more sections
  • Runs Python scripts from its folder; calls python3

What it does

SEO Validate is an agent skill from softspark/ai-toolkit. SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability. Triggers: SEO, meta tags, Schema.org, hreflang, LCP, INP, CLS, Core Web Vitals, sitemap, crawlability.

Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts (for example `reference/ai-pipeline.md`, `reference/content-citability.md` and `reference/core-web-vitals.md`).

It sits in Marketing & SEO, covering Technical SEO, Web performance and Schema markup. The repository describes itself as: Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI… The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Technical SEO
  • Tasks that involve Web performance
  • Tasks that involve Schema markup

Example prompts

  • “/seo-validate”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Read, Grep, Glob, Bash

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Detect Framework & Rendering Mode
  2. Run the Scanner Script
  3. Extend the Scan by Hand
  4. Interpret and Enrich
  5. Report

What it can do on your machine

Read from SKILL.md and the folder at commit d64db2b. 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:

    • Read
    • Grep
    • Glob
    • Bash

    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

    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 Validate loads about 3.9k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 1,531 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~3.9k

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, Grep, Glob, Bash

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 softspark/ai-toolkit at commit d64db2b, republished under its Apache-2.0 licence (© softspark). 1,531 words, ~3,894 tokens.

Download SKILL.mdSave it as .claude/skills/seo-validate/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.
name
seo-validate
description
SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability. Triggers: SEO, meta tags, Schema.org, hreflang, LCP, INP, CLS, Core Web Vitals, sitemap, crawlability.
allowed-tools
Read, Grep, Glob, Bash
user-invocable
true
effort
medium
disable-model-invocation
true
context
fork
agent
seo-specialist
argument-hint
[path] [--scope full|technical|content|performance|geo|rendering|topical] [--severity high|warn|info] [--framework…

/seo-validate — SEO Validation Scanner

$ARGUMENTS

Scan a codebase for SEO issues using pattern-matching heuristics. Detects W3C/HTML violations, meta tag gaps, structured data problems, hreflang errors, Core Web Vitals risks (LCP/INP/CLS), resource-hint misuse, above-the-fold anti-patterns, GEO gaps (chunk architecture, hedging language, decision frameworks, semantic triples, freshness), topical authority gaps (pillar/cluster structure, orphan pages, cannibalization), SPA/CSR/SSG crawlability problems, technical SEO misconfigurations, and accessibility-for-SEO issues. Read-only — never modifies files.

Standards basis: W3C HTML5 Recommendation, W3C WCAG 2.2, Schema.org vocabulary, IETF RFC 5646 (BCP 47 language tags) for hreflang, web.dev Core Web Vitals thresholds (LCP <2.5s, INP <200ms, CLS <0.1), Google Search Central crawlability guidelines, and emerging GEO (Generative Engine Optimization) practices.

Usage

/seo-validate                                # Scan full project, auto-detect framework
/seo-validate src/                           # Scan specific path
/seo-validate --scope rendering              # Only SPA/CSR/SSG crawlability checks
/seo-validate --scope performance            # Only Core Web Vitals static signals
/seo-validate --scope geo                    # Only GEO (Generative Engine Optimization)
/seo-validate --scope topical               # Only topical authority and cluster architecture
/seo-validate --severity high                # Filter to HIGH findings only
/seo-validate --framework next               # Force framework (skip auto-detection)
/seo-validate --rendering csr                # Force rendering-mode interpretation
/seo-validate --output json                  # Structured JSON output for CI integration

Scopes:

  • full (default) — all 10 categories
  • technical — HTML semantics, hreflang, CWV, rendering, technical SEO (categories 1, 4, 5, 7, 8)
  • content — meta/OG, structured data, GEO, a11y-for-SEO (categories 2, 3, 6, 9)
  • performance — only CWV static signals (category 5)
  • geo — only GEO / citability checks (category 6)
  • rendering — only category 7 (SPA/CSR/SSG crawlability) — useful for migration audits
  • topical — only topical authority and cluster architecture (category 10)

Severity filtering: --severity high shows only HIGH, --severity warn shows HIGH+WARN, --severity info shows all. Default: all.

What This Command Does

  1. Detect framework and rendering mode from package.json, config files, and entry HTML.
  2. Run the scanner script for a deterministic baseline over 8 of the 10 categories.
  3. Extend the scan by hand using Grep/Glob/Read against framework-aware patterns for everything the script does not cover.
  4. Interpret findings with specific fix suggestions tied to the detected framework.
  5. Report findings with file paths, line numbers, severity, confidence, and standards citations.

Steps

Step 1: Detect Framework & Rendering Mode

Run detection before scanning so category patterns can adapt. Detection order:

  1. Read package.json (if present) and inspect dependencies + devDependencies:
Deps containFrameworkDefault rendering
nextnexthybrid (per-route)
nuxtnuxtssr
astroastrossg
gatsbygatsbyssg
@sveltejs/kitsveltekithybrid
@remix-run/*remixssr
@angular/core + @angular/ssr or @nguniversal/*angularssr
@angular/core aloneangularcsr (flag as SPA)
vue + nuxtsee nuxt row—
vue without nuxtvuecsr (flag as SPA)
react + vite without Next/Remixvite-spacsr (flag as SPA)
react-scriptscracsr (flag as SPA)
no package.json OR no framework depsstaticstatic
  1. Read config files to refine:

    • next.config.* — check output: 'export' (forces SSG), images, i18n settings.
    • nuxt.config.* — check ssr: false, generate blocks (SSG export).
    • astro.config.* — check output: 'server'|'static'|'hybrid' and prerender directives.
    • gatsby-config.* — plugin list (gatsby-plugin-react-helmet, gatsby-plugin-sitemap).
    • svelte.config.* — adapter choice (static, node, vercel).
    • vite.config.* + package.json scripts — look for vite-plugin-ssr, vite-plugin-prerender.
    • angular.json — look for SSR builder config.
  2. Read entry HTML (public/index.html, index.html, app/layout.tsx, src/app.html, etc.) to confirm whether meaningful content is prerendered or only a mount point (<div id="root"></div>).

  3. Override precedence: --framework and --rendering flags override detection.

Report the detected framework and rendering mode in the Summary table.

Step 2: Run the Scanner Script
bash
python3 ${CLAUDE_SKILL_DIR}/scripts/seo-scanner.py [path] [--output json|text]

Deterministic checks over meta tags, heading order, image alt, JSON-LD, hreflang, robots.txt, sitemap, Core Web Vitals signals and llms.txt. No framework awareness — it reads files, not build config. Categories 7 and 10 are not touched.

Step 3: Extend the Scan by Hand

Read reference/scanner-categories.md in full, then work every category in --scope with Grep (regex across files) and Read (config parsing / ordered checks), skipping only what Step 2 already reported. Patterns are framework-aware — use the framework detected in Step 1 to select the right rule set.

Categories 7 (Rendering Mode & Crawlability) and 10 (Topical Authority) get no help from the script. Run them in full or say in the report that you did not.

Step 4: Interpret and Enrich

For each finding:

  1. Read the flagged file/lines to confirm the match is real (not a comment, not a type-only reference).
  2. Add a specific fix tied to the framework (e.g., "use next/image with priority prop" vs. "add <link rel="preload" as="image"> to <head>").
  3. Mark confidence: definitive for regex matches against known-bad patterns, heuristic for co-occurrence / absence checks.
  4. Skip false positives when context shows the concern is addressed elsewhere (e.g., meta tags set in a layout file the route inherits from).
Step 5: Report

Present findings sorted by severity (HIGH → WARN → INFO), then by file path. State which findings came from the script and which from the manual pass, and name any category you did not complete.


Scanner Reference

scripts/seo-scanner.py gives a deterministic baseline over 8 of the 10 categories. The full pattern tables, per-framework rules and standards citations live in reference/scanner-categories.md.

#CategoryCovered by the scriptManual pass
1HTML Semantics & W3Cheading orderrest of the category
2Meta & Open Graphtitle, description, OG/Twitter tagsrest of the category
3Structured Data / Schema.orgJSON-LD presence and shaperest of the category
4Hreflang & i18nhreflang pairs, x-defaultrest of the category
5Core Web Vitals (static signals)LCP/CLS/INP signal patternsrest of the category
6GEO (Generative Engine Optimization)llms.txt presencerest of the category
7Rendering Mode & SPA/CSR/SSG Crawlabilitynothingthe whole category
8Technical SEOrobots.txt, sitemaprest of the category
9Accessibility for SEOimage altrest of the category
10Topical Authority & Cluster Architecturenothingthe whole category

Categories 7 and 10 have no script coverage at all — they are entirely manual, and skipping them is the most likely way this skill under-reports.

Output Format

markdown
## SEO Validation Report

### Summary
| Metric | Value |
|--------|-------|
| Scope | full / technical / content / performance / geo / rendering / topical |
| Framework detected | next / nuxt / astro / gatsby / sveltekit / remix / angular / vue / react-spa / vite-spa / cra / static |
| Rendering mode | csr / ssr / ssg / isr / hybrid |
| Files scanned | N |
| Public routes found | N |
| Routes with prerendering | N of N |
| Findings: HIGH | N |
| Findings: WARN | N |
| Findings: INFO | N |

### Findings

#### [HIGH] app/layout.tsx:12
Category: HTML Semantics & W3C
Confidence: definitive
Pattern: `<html>` element missing `lang` attribute
W3C Rule: HTML5 §3.2.6
Fix: Add `lang="en"` (or appropriate BCP 47 code) to the `<html>` element.
See: reference/w3c-guidelines.md#lang-attribute

#### [HIGH] components/HomeHero.tsx:24
Category: Core Web Vitals (LCP)
Confidence: definitive
Pattern: Above-the-fold `<img>` with `loading="lazy"`
Rule: LCP anti-pattern — lazy loading the LCP element delays it
Fix: Remove `loading="lazy"`, add `fetchpriority="high"`. For Next.js use `<Image priority />`.
See: reference/core-web-vitals.md#above-the-fold

#### [HIGH] src/App.tsx:1
Category: Rendering Mode & SPA Crawlability
Confidence: definitive
Pattern: CSR-only React app (Vite) with no prerender plugin
Rule: Content-site SPAs without SSR/SSG are invisible to most crawlers
Fix: Add `vite-plugin-ssr` or migrate to Next.js/Remix; OR add `react-snap` for build-time prerender.
See: reference/spa-ssg-patterns.md#react-spa-migration

Confidence values:

  • definitive — regex match against a known-bad pattern with high precision.
  • heuristic — co-occurrence / absence / ordering / above-the-fold inference — may be false positive.

Exit codes (when --output json):

  • 0 — no HIGH findings.
  • 1 — one or more HIGH findings.
Show full SKILL.md (625 more words)Show less

Rules

  • Read-only: Never modify any files. Report findings only.
  • Framework-aware: Always detect framework first; apply the correct rule set.
  • Standards citation: Every HIGH/WARN finding must cite a W3C/Schema.org/RFC/web.dev reference.
  • Skip non-source files: Binary files, lock files (package-lock.json, yarn.lock, pnpm-lock.yaml), vendored directories (node_modules/, vendor/, .git/, dist/, build/, out/, .next/, .nuxt/, .svelte-kit/, public/build/).
  • No false confidence: Label heuristic findings clearly; above-the-fold detection is always heuristic.
  • GEO severity: Category 6 findings may be WARN (chunk size, author quality, freshness) or INFO (hedging, frameworks, contrast, bio) — see table. Never raise GEO findings to HIGH.
  • SPA HIGH bar: Only flag Category 7 HIGH when the app is clearly a content site (has public routes with meaningful content). Auth-gated apps (dashboards, admin panels) should stay at WARN/INFO since SEO is not a concern.
  • Noscript is not a substitute for SSR/SSG: <noscript> catches only the "no-JS" case, not the "crawler without JS execution" case — don't upgrade a CSR HIGH to WARN just because noscript exists.
  • No auto-fix in v1: Fixing SEO issues requires design/content decisions beyond pattern matching.

Gotchas

  • scripts/seo-scanner.py reads files, not build output. A Next.js metadata export, a useHead() call, or a <svelte:head> block produces correct tags at runtime that the scanner cannot see, so "missing meta description" on a framework project is a claim about the source, not about the page.
  • Categories 7 (Rendering & Crawlability) and 10 (Topical Authority) get zero script coverage. They are also the two that most often carry the real problem, because a CSR-only app can pass every other category while being invisible to crawlers. Skipping Step 3 for these silently converts the worst finding into no finding.
  • robots.txt and sitemap.xml are checked at the project root. Frameworks that generate them at build time (next-sitemap, @astrojs/sitemap, gatsby-plugin-sitemap) leave nothing on disk, so absence is not evidence — check the config and the plugin list before reporting it.
  • Hreflang correctness needs both directions. A page declaring hreflang="de" is only valid if the German page declares the reverse; a one-file scan sees half the pair and cannot conclude.
  • Core Web Vitals here are static signals only — missing width/height, unbounded images, render-blocking patterns. Real LCP/CLS/INP come from field data (CrUX, RUM). Reporting a passing CWV category is out of this skill's reach.
  • Category 6 (GEO) is genuinely young. Its "signals" track how generative engines behaved recently, not a ratified standard, so its findings stay WARN/INFO by rule — raising one to HIGH asserts more certainty than the field supports.

When NOT to Use

  • On an auth-gated app — dashboards and admin panels have no crawler audience, and every category-7 finding will be noise.
  • To measure Core Web Vitals — use PageSpeed Insights, CrUX, or your RUM; this skill sees source patterns, not field metrics.
  • To verify tags a framework generates at build time — build the site and scan the output, or read the framework config instead.
  • For accessibility beyond the SEO overlap — use /a11y-validate; category 9 here is deliberately shallow.
  • To rewrite content for topical authority — this skill is read-only and reports gaps; the writing is a separate job.

Reference Documents

  • reference/w3c-guidelines.md — HTML5 semantic requirements, meta tag specs, language tag rules.
  • reference/core-web-vitals.md — LCP/INP/CLS thresholds, resource hints, above-the-fold heuristic, per-framework image components.
  • reference/geo-guidelines.md — GEO principles, speakable schema, citation/source markup, AI-extractable content structure, chunk anatomy, 13-week freshness strategy.
  • reference/geo-aeo-patterns.md — AEO (Answer Engine Optimization): FAQPage/HowTo/QAPage schema, llms.txt, AI bot robots.txt directives, E-E-A-T signals, automated grep patterns for Category 6.
  • reference/content-citability.md — Chunk architecture, semantic triples, opinionated vs hedging language, decision frameworks, contrast patterns, negative definitions, justified superlatives, grep patterns.
  • reference/ai-pipeline.md — Google's 4-stage AI pipeline (Prepare/Retrieve/Signal/Serve), 7 ranking signals (Gecko, Jetstream, PCTR, Freshness, BM25, Base, Boost/Bury), Query Fan Out, probabilistic ranking, format routing.
  • reference/schema-types.md — Schema.org JSON-LD templates (Article, FAQ, BreadcrumbList, Organization, Product, LocalBusiness) with required properties.
  • reference/spa-ssg-patterns.md — Rendering-mode decision tree, SPA pitfalls, per-framework detection patterns, prerendering strategies.

© softspark, Apache-2.0. 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 10 other files (scripts) in app/skills/seo-validate of softspark/ai-toolkit.

  • SKILL.md
  • reference/ai-pipeline.md
  • reference/content-citability.md
  • reference/core-web-vitals.md
  • reference/geo-aeo-patterns.md
  • reference/geo-guidelines.md
  • reference/scanner-categories.md
  • reference/schema-types.md
  • reference/spa-ssg-patterns.md
  • reference/w3c-guidelines.md
  • scripts/seo-scanner.py

Open the folder on GitHubat commit d64db2b

Compare with similar skills

SEO Validate 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.

SEO Validate compared with similar skills
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SEO Auditjosstei/maestro-orchestrate465—~218Automated safety check: PassApache-2.0
SEO Audittextura-agency/next16-claude-starter132—~2.2kAutomated safety check: NotesUnlicense
SEO Geoericrisco/rsc-harness167—~2.8kAutomated safety check: PassMIT
Product Page SEOadobe/skills196—~2.8kAutomated safety check: PassApache-2.0

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Questions about SEO Validate

What does SEO Validate do?

SEO validator: meta/OG, Schema.org, hreflang, Core Web Vitals, crawlability. SEO Validate is an agent skill from softspark/ai-toolkit.org, hreflang, Core Web Vitals, crawlability.

When should I use SEO Validate?

SEO Validate fits situations like: tasks that involve Technical SEO; tasks that involve Web performance; tasks that involve Schema markup.

How do I install SEO Validate in Claude Code?

Run `npx skills add softspark/ai-toolkit --skill seo-validate -a claude-code`. Or copy the skill folder (app/skills/seo-validate in softspark/ai-toolkit) into .claude/skills/seo-validate in your project. Claude Code loads it when a task matches its description.

How do I install SEO Validate in Codex?

Run `npx skills add softspark/ai-toolkit --skill seo-validate -a codex`. Or copy the skill folder (app/skills/seo-validate in softspark/ai-toolkit) into .agents/skills/seo-validate in your project. Codex loads it when a task matches its description.

Can I use SEO Validate 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 softspark/ai-toolkit --skill seo-validate -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-validate, .gemini/skills/seo-validate, .github/skills/seo-validate and .opencode/skills/seo-validate in your project.

What does SEO Validate need to run?

Going by SKILL.md and its folder, SEO Validate needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash.

Does SEO Validate 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 Validate 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 SEO Validate use?

SEO Validate is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does SEO Validate use?

About 3.9k tokens (SKILL.md is roughly 16k 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 Validate?

Skills that share tags, products or a category with SEO Validate: Persian SEO (TronIsHere/vibefarsiui, 208 stars), SEO Audit (josstei/maestro-orchestrate, 465 stars), SEO Audit (textura-agency/next16-claude-starter, 132 stars) and SEO Geo (ericrisco/rsc-harness, 167 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains SEO Validate?

softspark (a GitHub user) maintains it in softspark/ai-toolkit, which has 179 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on October 7, 2026.

Source: softspark/ai-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.