Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT.
Claude Skill for Generative Engine Optimization and agent readiness. Get cited by ChatGPT, Perplexity, and Google AI Overviews. Expose MCP, llms.txt, and OAuth to AI agents.
Track what LLMs say before users choose your developer tool.
Eval Your Product for Agents: Docs Discoverability; API/CLI/SDK/MCP surfaces across Codex and Claude Code
Deterministic repo readiness scanner for AI coding agents.
Build, retrofit, and score agent-native CLIs. An Agent Skill with a 12-step workflow, an 11-axis weighted rubric, and a Python+Typer scaffold.
LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.
Open-source readiness scanner for agent-facing websites, merchants, APIs, docs, and support surfaces.
CI gate for your webpage's agent-readiness level 🤖✅
Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos
Agent Experience Optimization (AXO) skill — transform any website or business into an AI agent-operable layer. Generates llms.txt, permission models, tool schemas, and evaluation scenarios.
Free CLI to scan AI-agent readiness (12/33 signals, MIT). Bad score? Get ready-to-install ZIP fix-pack with llms.txt, schema, A2A, MCP for $1/$29/$99 at agentfix.pro.
Agent skill bundle for xurl-rs . The X (Twitter) CLI for agents
GEO (Generative Engine Optimization) audit skill for Claude — evidence-tagged, hype-filtered. Audits websites and repos for AI search visibility and agent readability.
Free agent-readiness scanner: score your site for robots.txt, llms.txt, sitemaps, MCP, OAuth & agent skills—plus free llms.txt & agent.json generators at llmsok.com
Agent-Native CLI skill bundle: north-star standard for agentic CLI tools (8 principles, compliance checker). See https://anc.dev/skill
Agent-Adoption Correlation Study — empirical investigation of how website agent-readiness practices correlate with LLM visibility outcomes. n=908 brands, three scanners, three LLMs.
milkyway.center — AI-native site with Level 5 agent-readiness, Cloudflare Workers
[ARCHIVED 2026-05-31 — superseded by https://kineticgain.com/trust/ai-system-card/]
Marketing landing page for Conversell — AI sales agent for WooCommerce. Fast Vite + React 19 SPA deployed to Cloudflare Pages with Framer Motion animations, email collection via Cloudflare Workers + D1 + Resend, and agent readiness features
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