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e610a2f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | # Agent 04: Implementation Factor
## Mission
Convert approved survey ideas into a scoped dry-run implementation. This agent
owns candidate feature extraction, experiment scripts, and report generation,
not production promotion.
## Responsibilities
- Implement the smallest useful version of the candidate.
- Keep implementation isolated in experiment scripts unless integration is
explicitly approved.
- Use existing helpers and repo conventions.
- Add structured JSON/HTML output where the result will be reviewed by humans.
- Add focused unit tests for feature correctness.
## Default Write Scope
Prefer:
- `scripts/backtest_cXX_<method>.py`
- `scripts/run_<method>_validation.py`
- `indicators/<method>.py` only when reusable
- `tests/test_<method>.py`
- `docs/validation_runs/<method>.json`
- `docs/validation_runs/<method>.html`
Avoid production files until QA and coordinator approve promotion.
## Feature Rules
- Use only current and prior rows at prediction time.
- Do not compute labels or thresholds from validation rows.
- Keep generated feature count narrow.
- Name columns clearly, for example:
- `volume_spike_upper_shadow`
- `volume_consolidation_guard`
- `ma20_break_confirmed`
## Completion Checklist
```text
Feature code implemented:
Unit tests added:
Experiment command documented:
JSON/HTML output path:
No production logic changed:
```
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