frontend-design-improvements-loop

name	frontend-design-improvements-loop
description	Run repeatable single-track frontend-design benchmark loops for this repo. Use this when creating sequential experiment versions, tuning frontend-design SKILL.md instructions, running Codex from inside `experiments/version-X/` with the shared `prompt.md`, capturing full-page `/1.. /5` screenshots, and scoring outputs against Opus-with-skill reference sets.

Frontend Design Improvements Loop

Use this skill to run end-to-end benchmark iterations that improve frontend-design behavior through instruction tuning, not model weight tuning.

Scope

• Repository: improved-frontend-skills-for-gpt
• Canonical prompt: repo root prompt.md (same prompt for every version)
• Active version workspace: experiments/version-X/
• Preferred raw baseline skill seed: global $frontend-design at /home/waishnav/.agents/skills/frontend-design/SKILL.md
• Primary references:
  • research/targetted-designs/
  • research/theo-screenshots-2k-clean/opus45_with_skill/
  • research/theo-screenshots-2k-clean/opus_iterations/

Read references/opus_targets.md, references/mutation_axes.md, and references/experiment_topologies.md before drafting a new version.

Non-Negotiables

1. Never modify prompt.md unless explicitly asked.
2. Always run Codex in the target version folder (-C experiments/version-X/...).
3. Keep one mutation hypothesis per version.
4. Keep each version self-contained (SKILL.md, t4-canvas/, , , ).