tuning-proposal-writer
When to use
- •You want a reviewable artifact that proposes changes based on observed FP patterns.
Inputs
- •patterns JSON path.
- •out YAML path.
Workflow
- •Run:
python -m ops.cli quality propose-tuning --patterns /tmp/patterns.json --out /tmp/proposal.yaml. - •Review the proposal: actions (auto-applicable) + notes (manual).
Outputs
- •YAML tuning proposal file.
Guardrails
- •Proposal generation is heuristic; treat it as a starting point, not truth.
References
- •
references/reference.md - •
docs/QUALITY_OPS_ARCHITECTURE.md