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Use when the user asks about codebase conventions, architecture rules, context health, CLAUDE.md generation, or wants AI context files kept in sync with the code. auk analyzes the codebase deterministically and generates verifiable rules.
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Based on SOC occupation classification
| name | auk |
| description | Use when the user asks about codebase conventions, architecture rules, context health, CLAUDE.md generation, or wants AI context files kept in sync with the code. auk analyzes the codebase deterministically and generates verifiable rules. |
auk (npx -y auk-develop) generates, verifies, and compiles AI context from
the actual codebase.
auk generate — analyze code → .auk/rules.yaml, graph.json, semantic.json, compiled context filesauk verify — re-check every rule against current code; reports context rotauk review --diff <ref> — architectural diff review (layer violations, new cycles, god objects)auk enhance --emit / --apply <json> — LLM enhancement loop (you write the JSON)auk graph --open — interactive dependency/call-graph viewerauk mcp — MCP server (tools: get_rules, get_architecture, get_call_graph, get_dependencies, get_enhancement_tasks, apply_enhancements, …).auk/rules.yaml, graph.json, decisions.yaml, semantic.json should be committed; .auk/cache.json and .auk/prompts/ gitignored.auk compile.