Test-First Bugfix
Force your agent to reproduce every bug with a failing test before fixing it.
Hand-picked AI agent skills for debugging. Systematically isolate root causes instead of guessing at fixes. Every entry is community-rated and free to copy — grab one and get to work.
Force your agent to reproduce every bug with a failing test before fixing it.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers
Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. Optimizes performance
Pulls recent production logs filtered for errors, warnings, and anomalies. Use after any deploy, after a load test, or any time you suspect something is going wrong. Treats logs as
Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimizat
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