codepropose only3-10 min
De-Sloppify Pass
"Leverage compounds slop too. Sweep it."
Sweep a diff or module for AI slop — dead code, vague names, redundant comments — and tighten it.
anatomy
01
Collect context
Gather the source events and inputs for De-Sloppify Pass.
02
Run loop steps
Execute the template with its declared tools, model posture, and budget guard.
03
Verify checks
Hold output against: behavior-preserving, diff stays minimal, human approval.
04
Record trace
Write the run trace, audit event, and any proposal for operator review.
output contract
summaryRequired human-readable result with source references where applicable.checksEvery declared check must report pass, fail, or held.proposalOptional change proposal; never applied without the configured governance gate.audit_refRequired trace pointer for replay and rollback.