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pareto-frontier-updater

@ConnorWhelan11/glia-fab
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Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name pareto-frontier-updater
description Maintain non-dominated set across quality/cost/determinism objectives. Manages Pareto frontier for prompt evolution. Use when working on evolution tasks.
metadata [object Object]

Pareto Frontier Updater

Maintain non-dominated set across quality/cost/determinism objectives.

Inputs

Parameter Type Required Default Description
frontier_path string Yes - Path to current frontier.json
new_genomes array Yes - New genome evaluation results to consider
objectives array No ['quality', 'cost', 'determinism'] Objectives to optimize (quality, cost, determinism, etc.)

Outputs

Field Type Description
frontier_path string Path to updated frontier.json
added array Genomes added to frontier
removed array Genomes dominated and removed
frontier_size integer Current frontier size

Usage

python scripts/pareto-frontier-updater.py [arguments]

Generated from `skills/evolution/pareto-frontier-updater.yaml`