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evo-reflow-json-output

Formats and serializes computed analysis results into exact JSON structures for q01-q05 output files with numpy/pandas type coercion, rounding, and sorting.

tasks-evolved/manufacturing-equipment-maintenance/environment/skills/evo-reflow-json-output/SKILL.md

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Sep 10, 2026
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# evo-reflow-json-output

## Purpose
JSON serialization with proper type handling for manufacturing data.

## Key Functions
- `safe_json_dump(data, filepath)` - Write JSON with numpy type handling
- `build_q01_output(max_ramp_by_run, ramp_rate_limit)` - Format Q1
- `build_q02_output(tal_results)` - Format Q2
- `build_q03_output(failing_runs, min_peak_by_run)` - Format Q3
- `build_q04_output(speed_results)` - Format Q4
- `build_q05_output(best_runs)` - Format Q5

## Usage