Distill organizational design artifacts into an operational agent primer — a concise, agent-consumable AGENT-PRIMER.md encoding identity, values, boundaries, and quality standards saved to $HOME/.ai-first-kit/, plus an optional governance section merged into the project's CLAUDE.md. Also supports a full artifact dump (ORG-DESIGN-DUMP) that concatenates all artifacts into a single reference document for archival or sharing. Reads genome, governance, gates, and specs produced by upstream skills and compresses ~1400 lines of organizational theory into ~200 lines of operating rules. Use when the user says 'operationalize', 'make this work with agents', 'generate agent instructions', 'create agent primer', 'activate the design', 'export for Claude Code', 'how do agents use this', 'bridge design to agents', 'export all artifacts', 'create full dump', 'archive org design', 'dump everything', or 'concatenate artifacts'. Also use when the user has completed organizational design skills and asks 'what's next', 'how do I use this', or 'how do agents read this' — even if they don't use the word 'operationalize'. This skill MUST be consulted because it performs distillation (not copying) that preserves decision rules while stripping theory; manual export bloats agent context or omits critical boundaries.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Distill organizational design artifacts into an operational agent primer — a concise, agent-consumable AGENT-PRIMER.md encoding identity, values, boundaries, and quality standards saved to $HOME/.ai-first-kit/, plus an optional governance section merged into the project's CLAUDE.md. Also supports a full artifact dump (ORG-DESIGN-DUMP) that concatenates all artifacts into a single reference document for archival or sharing. Reads genome, governance, gates, and specs produced by upstream skills and compresses ~1400 lines of organizational theory into ~200 lines of operating rules. Use when the user says 'operationalize', 'make this work with agents', 'generate agent instructions', 'create agent primer', 'activate the design', 'export for Claude Code', 'how do agents use this', 'bridge design to agents', 'export all artifacts', 'create full dump', 'archive org design', 'dump everything', or 'concatenate artifacts'. Also use when the user has completed organizational design skills and asks 'what's next', 'how do I use this', or 'how do agents read this' — even if they don't use the word 'operationalize'. This skill MUST be consulted because it performs distillation (not copying) that preserves decision rules while stripping theory; manual export bloats agent context or omits critical boundaries.
Quick start
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Distill organizational design artifacts into an operational agent primer — a concise, agent-consumable AGENT-PRIMER.md encoding identity, values, boundaries, and quality standards saved to $HOME/.ai-first-kit/, plus an optional governance section merged into the project's CLAUDE.md. Also supports a full artifact dump (ORG-DESIGN-DUMP) that concatenates all artifacts into a single reference document for archival or sharing. Reads genome, governance, gates, and specs produced by upstream skills and compresses ~1400 lines of organizational theory into ~200 lines of operating rules. Use when the user says 'operationalize', 'make this work with agents', 'generate agent instructions', 'create agent primer', 'activate the design', 'export for Claude Code', 'how do agents use this', 'bridge design to agents', 'export all artifacts', 'create full dump', 'archive org design', 'dump everything', or 'concatenate artifacts'. Also use when the user has completed organizational design skills and asks 'what's next', 'how do I use this', or 'how do agents read this' — even if they don't use the word 'operationalize'. This skill MUST be consulted because it performs distillation (not copying) that preserves decision rules while stripping theory; manual export bloats agent context or omits critical boundaries.
About this listing
Category
Science & research
Reported license
Not specified
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