run-quality-gates

name	run-quality-gates
description	Run Wildlife Watcher ruff, mypy, pytest, coverage, and ML pipeline checks through the repo harness. Use for lint, typecheck, regression, quality gate, and pre-merge validation tasks.
argument-hint	Optional dry-run flag or reason for running the quality gate.
user-invocable	true

Run Quality Gates

When To Use

• Validate a change before review or merge.
• Reproduce the repo-standard ruff, mypy, pytest, coverage, and ML pipeline flow.
• Confirm that setup and CI use the same commands.

Procedure

1. Activate the project virtual environment.
2. Run python .agents/harness/orchestrator.py quality.
3. When the slice touches ml-pipeline/, also run python .agents/harness/orchestrator.py ml-pipeline-lint, ml-pipeline-typecheck, ml-pipeline-test, and ml-pipeline-smoke.
4. If the gate fails, rerun the narrow failing command before editing more code.
5. Report the smallest failing slice, not the entire repo history.