The Only Skill You Need to Improve Your Codebase

Optimize your AI coding workflow by using a powerful model to audit your codebase and generate actionable plans, then execute them with a cheaper or local model. This method slashes costs while maintaining high-quality output, solving the pain point of managing expensive LLM calls for repetitive tasks. 🔗 improve: https://github.com/shadcn/improve 🔗 mimo: https://mimo.xiaomi.com/mimocode ━━━━━━━━━━━━━ 🔥 WHAT YOU'LL LEARN ━━━━━━━━━━━━━ ✅ Install and configure the shadns/improve skill via CLI ✅ Run the AI audit phase to identify codebase issues ✅ Prioritize and generate detailed implementation plans ✅ Execute generated plans using a cost-effective cloud model ✅ Test implementation results with a local quantized model ✅ Verify passing tests and successful code integration ✅ Integrate this two-tier strategy into your daily workflow ━━━━━━━━━━━━━ ⏯️ TIMESTAMPS ━━━━━━━━━━━━━ 00:00 Introduction to ShadCN's Improve Skill 01:03 Understanding the Workflow 01:57 Installation and Setup 02:50 Running the Audit Phase 03:26 Reviewing the Audit Phase 04:06 Reviewing the Generated Plans 05:23 Testing a Plan with a Cloud Model 07:34 Testing a Plan with a Local Model 08:23 Final Review and Conclusion ━━━━━━━━━━━━━ 🍿 WATCH THESE VIDEOS ━━━━━━━━━━━━━ ▶ Run MLX LLMs 23% Faster on a Mac with MTP:    • Run MLX LLMs 23% Faster on a Mac with MTP   ▶ Run MLX LLMs 50% Faster on a Mac with DSpark (Speculative Decoding):    • Run MLX LLMs 50% Faster on a Mac with DSpa...   ▶ Cut Local LLM Prompt Processing 30% on a Mac with Headroom:    • Cut Local LLM Prompt Processing 30% on a M...   📌 SUBSCRIBE FOR MORE 👉    / @joemaddalone   #claude #skills #omlx #mlx