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Process large codebases (>100 files) using parallel map-reduce. Treats code as external environment, prevents context rot.
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Based on SOC occupation classification
| name | rlm |
| description | Process large codebases (>100 files) using parallel map-reduce. Treats code as external environment, prevents context rot. |
| metadata | {"version":"1.0.0","type":"on-demand"} |
Process large codebases without context rot via parallel map-reduce.
Core principle: Context is an external resource, not a local variable.
Identify relevant files without loading them:
Split work into atomic units, process in parallel:
Combine results into coherent answer:
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Checklist and rules for reviewing deployment requests. Architect assesses but NEVER executes.
Rules for triaging new issues, classifying severity, and routing to the correct agent.
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Rules for detecting and managing stale issues and PR reviews.
