Bootstrap a project's AI-engineering best practices in any repo — injects genericized agent-instruction policy blocks (mandatory verification protocol with lint/typecheck/test/coverage/review/docs-alignment gates, git policy, file organization, and an optional PRD gate) into AGENTS.md/CLAUDE.md, delegates doc systems to the setup-adrs, setup-changelog, and setup-user-scenarios skills, and scaffolds a worktree auto-bootstrap hook plus a detected .worktreeinclude. Stack-agnostic — detects build/test commands per repo (Node, Python, Go, Rust, or config/IaC) and degrades gracefully when none exist. Use when the user says "set up ai engineering", "scaffold best practices in this repo", "apply my engineering standards here", "bootstrap agent instructions", or runs /setup-aiengineering. Do NOT use to author a single ADR or changelog entry, to edit existing policy sections one-off, or to set up only one of the sub-systems (call that specific setup skill directly).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryDeveloper toolsStars0
About this skill
Bootstrap a project's AI-engineering best practices in any repo — injects genericized agent-instruction policy blocks (mandatory verification protocol with lint/typecheck/test/coverage/review/docs-alignment gates, git policy, file organization, and an optional PRD gate) into AGENTS.md/CLAUDE.md, delegates doc systems to the setup-adrs, setup-changelog, and setup-user-scenarios skills, and scaffolds a worktree auto-bootstrap hook plus a detected .worktreeinclude. Stack-agnostic — detects build/test commands per repo (Node, Python, Go, Rust, or config/IaC) and degrades gracefully when none exist. Use when the user says "set up ai engineering", "scaffold best practices in this repo", "apply my engineering standards here", "bootstrap agent instructions", or runs /setup-aiengineering. Do NOT use to author a single ADR or changelog entry, to edit existing policy sections one-off, or to set up only one of the sub-systems (call that specific setup skill directly).
Quick start
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Bootstrap a project's AI-engineering best practices in any repo — injects genericized agent-instruction policy blocks (mandatory verification protocol with lint/typecheck/test/coverage/review/docs-alignment gates, git policy, file organization, and an optional PRD gate) into AGENTS.md/CLAUDE.md, delegates doc systems to the setup-adrs, setup-changelog, and setup-user-scenarios skills, and scaffolds a worktree auto-bootstrap hook plus a detected .worktreeinclude. Stack-agnostic — detects build/test commands per repo (Node, Python, Go, Rust, or config/IaC) and degrades gracefully when none exist. Use when the user says "set up ai engineering", "scaffold best practices in this repo", "apply my engineering standards here", "bootstrap agent instructions", or runs /setup-aiengineering. Do NOT use to author a single ADR or changelog entry, to edit existing policy sections one-off, or to set up only one of the sub-systems (call that specific setup skill directly).
About this listing
Category
Developer tools
Reported license
Apache-2.0
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