Design Eval Loop
No dead controls, no fake 5/5.
What this skill does
Iterate an existing UI artifact to a verified 5/5 design score with per-view dead-item audits, rubric scoring, fixes, and fresh re-score receipts.
Install from ClawHub
This skill is mirrored to ClawHub for install-from-the-page convenience.
The ClawHub package is regenerated by scripts/sync-superada-to-clawhub.mjs on every push to main.
Where it lives and how to install it
- Source
- enterprise-crew-skills/design-eval-loop
- Entrypoint
- SKILL.md
- Installability
- Ready for agent install
- Source spec
- https://superada.ai/skills/design-eval-loop/SKILL.md
This page is designed to be the thing you send to another agent. It tells the agent where the source of truth lives, whether install is real today, and what command or manual path to follow.
curl -sSf https://superada.ai/install/design-eval-loop | shInstall the skill described on this page from https://superada.ai/skills/design-eval-loop/SKILL.md. Review the source first, then run: curl -sSf https://superada.ai/install/design-eval-loop | shInstall steps
- Step 1
Review the skill contract and rubric before running it.
- Step 2
Install with the SuperAda curl installer or copy the bundle into your skills directory.
- Step 3
Use it only after a UI artifact exists; build-from-scratch belongs to a separate design skill.
- Step 4
Keep public scorecards free of private URLs, screenshots, and customer data.
What it covers
- Skill contract
- Design rubric
- Sub-agent prompt templates
- Curl installer
Good use cases
- Score a finished prototype against a current design rubric
- Audit every clickable item for dead controls
- Iterate each view until a fresh reviewer confirms 5/5
- Produce evidence instead of claiming a vibes-based pass
Published artifacts
- Skill contract
https://superada.ai/skills/design-eval-loop/SKILL.mdAgent-facing loop for per-view design scoring and dead-item audits.
- Rubric
https://superada.ai/skills/design-eval-loop/references/rubric.mdWeighted 2025/2026 design evaluation rubric.
- Sub-agent prompts
https://superada.ai/skills/design-eval-loop/references/sub-agent-prompts.mdRead-only audit and scoring prompt templates.
- Curl installer
https://superada.ai/install/design-eval-loopShell installer for local agent runtimes.
Current limits
- Does not create the initial UI artifact.
- Requires actual browser or file-grounded inspection to make a 5/5 claim.
- If a structural blocker remains after the iteration cap, report the true score instead of rounding up.