Multi-Agent SEO Prompt & Execution Flow
Executes a 7-layer recursive SEO prompt workflow choreographing research, outline generation, semantic drafting, and schema validation.
seoskillsai.com is the universal open-source directory and package manager for AI SEO skills. Automate technical audits, JSON-LD schema generation, topic clustering, and Generative Engine Optimization (GEO) across Claude Code, Google Antigravity, OpenAI ChatGPT, Cursor IDE, DeepSeek R1, and Nous Hermes Agent.
npx @seoskillsai/cli run seo-audit --domain yourwebsite.com --agent antigravity Deploy verified SEO skills across 12 agentic runtimes without proprietary vendor lock-in.
Execute deep SEO crawling, architectural refactoring, and automated content repairs with Claude Code CLI and MCP servers.
Harness native agentic SKILL.md choreography, sidecars, and Google Gemini 2.5 Pro for autonomous website optimization.
Empower marketing teams and non-coders with turnkey SEO GPT Actions, OpenAPI schemas, and Canvas automations.
Enforce strict semantic markup, Core Web Vitals, and JSON-LD schemas automatically during codebase development with Cursor AI.
Leverage deep context awareness and Codeium Cascade flows to refactor full-site internal linking networks in Windsurf.
Directly execute terminal commands, edit production files, and automate schema testing using the open-source Cline extension.
Harness the mathematical reasoning power of DeepSeek R1 for deep topical map generation, entity clustering, and zero-hallucination audits.
Execute unrestricted, on-premise SEO audits and semantic entity extractions without sending proprietary site data to third parties.
Modular, executable agent packages engineered for zero-cannibalization topical dominance.
Executes a 7-layer recursive SEO prompt workflow choreographing research, outline generation, semantic drafting, and schema validation.
Automates Google Search Console API reporting, indexation requests, URL inspections, and performance delta alerts.
Optimizes user dwell time, click-input-click interactive loops, mobile centerpiece visibility, and eliminates bounce triggers.
Autonomous site crawl inspecting status codes, canonicals, DOM hierarchy, schema syntax, and semantic entity density in under 30 seconds.
Generates 10-phase semantic topical authority roadmaps, crawl budget sequencing, and entity cluster matrices.
Generates and validates interconnected JSON-LD schema graphs (WebSite, TechArticle, SoftwareSourceCode, FAQPage, BreadcrumbList).
Authors high-converting, metric-backed developer content free of AI filler words, optimized for Information Gain and SERP triples.
See how seoskillsai.com generates structured JSON-LD schemas, technical diffs, and knowledge graph triples in seconds.
{
"audit_target": "https://example.com",
"crawl_score": 98.4,
"cost_of_retrieval": {
"server_response_ms": 12.8,
"dom_element_count": 441,
"rendering_budget_status": "OPTIMAL_TIER_1"
},
"diagnostics": {
"status_200_ratio": "100.0%",
"canonical_alignment": "PERFECT",
"robots_ai_permissions": {
"Google-Extended": "ALLOWED",
"GPTBot": "ALLOWED",
"ClaudeBot": "ALLOWED"
}
}
} {
"@context": "https://schema.org",
"@graph": [
{
"@type": "SoftwareApplication",
"name": "seoskillsai CLI",
"applicationCategory": "DeveloperApplication",
"offers": {
"@type": "Offer",
"price": "0",
"priceCurrency": "USD"
}
},
{
"@type": "TechArticle",
"headline": "AI SEO Audit & Schema Automation Standard",
"inLanguage": "en-US"
}
]
} {
"central_entity": "Universal AI SEO Platform",
"wikidata_qid": "Q11660",
"semantic_triples": [
{
"subject": "seoskillsai",
"predicate": "automates",
"object": "Search Engine Optimization"
},
{
"subject": "seoskillsai",
"predicate": "supports",
"object": "Claude Code MCP"
},
{
"subject": "seoskillsai",
"predicate": "supports",
"object": "Google Antigravity AGY"
}
]
} Traditional SEO suites charge $1,500 – $6,000/year for fixed crawlers and static tables. Calculate how much your engineering team saves by switching to open-source agentic SEO skills.
Why forward-thinking engineering teams are migrating from expensive SaaS seats to autonomous agent skill packages.
| Capability / Dimension | Traditional SaaS (Ahrefs / Semrush) | Autonomous AI SEO (seoskillsai.com) |
|---|---|---|
| Monthly Recurring Cost | $129 – $499 / month (Per seat pricing) | 10x Advantage $0.00 / month (100% Free & Open Source CLI) |
| Execution Model & Remediation | Manual CSV export → tickets to devs | 10x Advantage Autonomous direct codebase fixes & pull requests |
| Crawl Customization & Depth | Strict URL limits & fixed SaaS crawler rules | 10x Advantage Infinite scale via local MCP tools & agent scripts |
| Supported AI Coding Agents | None (Requires separate third-party integrations) | 10x Advantage 12 Native Agents (Claude, Antigravity, ChatGPT, Cursor, DeepSeek) |
| Generative Engine Optimization (GEO) | Limited / Stale static database scraping | 10x Advantage Real-time Perplexity & LLM citation tracking & llms.txt generation |
| Historical Backlink Database | 10+ years historical link indexes (Ahrefs/Semrush) | Live API connectors (DataForSEO, GSC, Open-Source Indexers) |
| Data Privacy & On-Premise Execution | Cloud-hosted (Data leaves your boundary) | 10x Advantage 100% Local / On-premise capable (Nous Hermes / Ollama) |
Calculate exact annual balance sheet savings by replacing manual SaaS seats with autonomous agent skills.
Zero complex configurations. Run verified agentic workflows in seconds.
Choose from Claude Code, Google Antigravity, ChatGPT Actions, Cursor IDE, or local Hermes-3.
npx @seoskillsai/cli list Install your desired skill module directly into your local agent configuration or IDE workspace.
npx @seoskillsai/cli add seo-audit Prompt your agent in natural language to perform deep site audits, cluster keywords, and generate pull requests.
/seo-audit analyze https://example.com Verified answers to common technical and architectural questions.
AI SEO skills are modular, executable code configurations (SKILL.md files, Model Context Protocol servers, and .cursorrules) that equip AI coding agents (Claude, Google Antigravity, ChatGPT, Cursor, DeepSeek) to autonomously perform technical website audits, JSON-LD schema generation, topic clustering, and live code remediation.
Yes, all skill packages, CLI scripts, and schema blueprints on seoskillsai.com are 100% free and open-source under the MIT license. You only pay for your own direct LLM API token usage (typically $0.005–$0.02 per audit run), or $0.00 if using local open-weight models like Nous Hermes-3 on Ollama.
Anthropic Claude Code and Google Antigravity excel at deep autonomous crawling, large-scale reasoning, and complex multi-agent workflows. Cursor IDE and Windsurf are optimal for real-time, in-editor code refactoring and template schema injection.
seoskillsai.com employs a 4-Tier Mathematical Search Intent Disambiguation Framework that enforces clear entity-attribute separation between Macro Universal Pillars (/skills/{skill}), Platform Silo Hubs (/{agent}/), and Granular Task Modules (/{agent}/{skill}).
Traditional SEO focuses on keyword density and static backlinks for Google search results. GEO optimizes information salience, semantic Knowledge Graph triples, and markdown structures (e.g. llms.txt) to maximize direct citations inside LLM search engines like Perplexity, ChatGPT Search, Gemini, and Claude.