evo-reflow-json-output
SkillFiles & storageFormats and serializes computed analysis results into exact JSON structures for q01-q05 output files with numpy/pandas type coercion, rounding, and sorting.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the evo-reflow-json-output skill
What this skill tells your AI
The instructions your AI receives, as published by openlair/openskill in tasks-evolved/manufacturing-equipment-maintenance/environment/skills/evo-reflow-json-output/SKILL.md and read by ahel’s review.
Purpose
JSON serialization with proper type handling for manufacturing data.
Key Functions
safe_json_dump(data, filepath)- Write JSON with numpy type handlingbuild_q01_output(max_ramp_by_run, ramp_rate_limit)- Format Q1build_q02_output(tal_results)- Format Q2build_q03_output(failing_runs, min_peak_by_run)- Format Q3build_q04_output(speed_results)- Format Q4build_q05_output(best_runs)- Format Q5
Usage
import sys
sys.path.insert(0, '/app/environment/skills/evo-reflow-json-output/scripts')
from utils import build_q01_output, safe_json_dump
output = build_q01_output(ramp_data, 2.0)
safe_json_dump(output, '/app/output/q01.json')
Signals
- GitHub stars
- 91
- Forks
- 4
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
evo-reflow-json-output- Source
- github.com/openlair/openskill