Use to DESIGN or REVIEW software, docs, SDKs, and repos so AI agents can consume them as a first-class audience — agent experience (AX), the agent-facing analog of UX and DX. Covers agent-readable docs (llms.txt, AGENTS.md, MCP and tool descriptions, RAG-friendly structure), AI and Agent SDK design (streaming, tools, structured output, agent loops, tracing), repo agent-readiness review, and human-versus-agent audience conflicts. The umbrella AX discipline — it routes to harden-repo-for-coding-agents to HARDEN a repo, rules-from-coding-agent-failures to PROMOTE observed failures into rules, and agent-evals to INSTRUMENT an AI product's eval loops. Triggers on 'make our app agent-friendly', 'review our llms.txt for agents', 'design an Agent SDK', 'is this AGENTS.md agent-ready', 'AX review'. Do NOT use for human developer experience (use dx-audit or dx-design), end-user UX (use ux-audit), or to actually scaffold a repo's gates and hooks (use harden-repo-for-coding-agents).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryProduct & designStars0
About this skill
Use to DESIGN or REVIEW software, docs, SDKs, and repos so AI agents can consume them as a first-class audience — agent experience (AX), the agent-facing analog of UX and DX. Covers agent-readable docs (llms.txt, AGENTS.md, MCP and tool descriptions, RAG-friendly structure), AI and Agent SDK design (streaming, tools, structured output, agent loops, tracing), repo agent-readiness review, and human-versus-agent audience conflicts. The umbrella AX discipline — it routes to harden-repo-for-coding-agents to HARDEN a repo, rules-from-coding-agent-failures to PROMOTE observed failures into rules, and agent-evals to INSTRUMENT an AI product's eval loops. Triggers on 'make our app agent-friendly', 'review our llms.txt for agents', 'design an Agent SDK', 'is this AGENTS.md agent-ready', 'AX review'. Do NOT use for human developer experience (use dx-audit or dx-design), end-user UX (use ux-audit), or to actually scaffold a repo's gates and hooks (use harden-repo-for-coding-agents).
Quick start
Copy the install prompt. Use the green button above this README.
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Use to DESIGN or REVIEW software, docs, SDKs, and repos so AI agents can consume them as a first-class audience — agent experience (AX), the agent-facing analog of UX and DX. Covers agent-readable docs (llms.txt, AGENTS.md, MCP and tool descriptions, RAG-friendly structure), AI and Agent SDK design (streaming, tools, structured output, agent loops, tracing), repo agent-readiness review, and human-versus-agent audience conflicts. The umbrella AX discipline — it routes to harden-repo-for-coding-agents to HARDEN a repo, rules-from-coding-agent-failures to PROMOTE observed failures into rules, and agent-evals to INSTRUMENT an AI product's eval loops. Triggers on 'make our app agent-friendly', 'review our llms.txt for agents', 'design an Agent SDK', 'is this AGENTS.md agent-ready', 'AX review'. Do NOT use for human developer experience (use dx-audit or dx-design), end-user UX (use ux-audit), or to actually scaffold a repo's gates and hooks (use harden-repo-for-coding-agents).
About this listing
Category
Product & design
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI