promotion-gate

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• SKILL.md

SKILL.md (first lines)

# Promotion Gate

Use this skill when deciding whether a strategy candidate moves from research iteration to deeper validation.

## What this skill does

1. Reads flywheel output (`summary`, `promotion`, `costs`).
2. Verifies required gates:
   - realized Sharpe
   - net Sharpe
   - alignment guard
   - event ordering guard
3. Produces a decision summary with blocking reasons.

## Core APIs

- `openquant.research.run_flywheel_iteration(...)`
- `openquant.pipeline.summarize_pipeline(...)`

## Decision contract

Required outputs:
- `promote_candidate` (bool)
- failed gate list
- key metrics (`realized_sharpe`, `net_sharpe`, `turnover`, `estimated_cost`)
- short rationale

## Artifact source

- `decision.md` and `metrics.parquet` in each experiment run folder.

## Quality checks

```bash
uv run --python .venv/bin/python pytest python/tests/test_experiment_scaffold.py -q
```

From Open-Quant/openquant, MIT.

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