Auto detect jank and fix it

mkdir -p ~/.claude/skills/jank ~/.claude/skills/test ~/.claude/skills/feedback ~/.claude/skills/index && for s in jank test feedback index; do curl -sL "https://jank.ai/plugins/skills/$s/SKILL.md" -o ~/.claude/skills/$s/SKILL.md; done
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Jank Level
62%
✓ All clear — your jank is at production levels.
ai coding agent · my-project
🤖 The AI Development Loop
AI Jank Agents work with your AI Coding Agents
AI agents find bugs, generate fix prompts, and feed them directly to AI coding agents.
AI CODING AGENTS Develop · Bug Fix AI JANK AGENTS Detect · Monitor DEVELOP JANK BUG FIX MONITOR 👨‍💻 Developers 👩‍💻 Jank Agents
🔧 AI Fix 🐛 AI Bug
Develop
Jank
Bug Found
Fix Applied
Benchmarked Jank Index
Know when you're good enough
See how your app stacks up against the best — and the rest — in your category.
We benchmark thousands of sign-in pages, checkout flows, dashboards and product detail pages so you know exactly where your jank stands — not just a number, but a percentile against pages doing the same job as yours.
Less jank means faster users, fewer support tickets, and more conversions. Less janky is always better.
yourapp.com/signin
You Avg sign-in
vs. 2,148 sign-in pages benchmarked
Overall Jank Score
71 vs 72 avg
Sites We've Janked
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