model-audit
Audit every AI model call in the codebase and output a complete routing table.
Steps
1. Find the model config
Search for where models are configured. Common patterns:
grep -r "gpt-4\|claude\|gemini\|anthropic\|openai" --include="*.py" --include="*.ts" --include="*.js" -l
grep -r "MODEL\|model_config\|AI_MODEL\|LLM" --include="*.py" --include="*.ts" -l
Read those files. Understand the alias → actual model name mapping.
Example: an alias "fast" might map to "gpt-4o-mini", an alias "quality" to "claude-opus-4-6".
2. Find every AI call in the codebase
Search for API call patterns:
grep -rn "\.chat\.completions\.create\|anthropic\.messages\|genai\.\|\.generate\|embeddings\.create" --include="*.py" --include="*.ts" --include="*.js"
Also search for your specific client/wrapper function names found in step 1.
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