TECHThe Smallest Agent That Works, Part 3: The Three Agents With StateTECHThe Smallest Agent That Works, Part 2: The Three Reach-Out AgentsTECHThe Smallest Agent That Works, Part 1: The Three Cheap AgentsTECHWhat MLX Got to Throw Away (That PyTorch Can't)TECHThe Unified-Memory Bet: Why On-Device Inference Stopped Being a ToyTECHEvery Useful Skill Is One of Five ShapesTECHMCP Gives You the Kitchen. Skills Are the Recipe.TECHThe Three-Level Skill, and Why Yours Is Probably One Level Too ManyTECHThe Smallest Agent That Works, Part 3: The Three Agents With StateTECHThe Smallest Agent That Works, Part 2: The Three Reach-Out AgentsTECHThe Smallest Agent That Works, Part 1: The Three Cheap AgentsTECHWhat MLX Got to Throw Away (That PyTorch Can't)TECHThe Unified-Memory Bet: Why On-Device Inference Stopped Being a ToyTECHEvery Useful Skill Is One of Five ShapesTECHMCP Gives You the Kitchen. Skills Are the Recipe.TECHThe Three-Level Skill, and Why Yours Is Probably One Level Too Many
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Tech· 2026-05-14· 5min

Every Useful Skill Is One of Five Shapes

Skills aren't a freeform format. The useful ones fit one of five shapes — sequential workflow, multi-MCP coordination, iterative refinement, context-aware selection, domain-specific intelligence. Picking the right shape is most of the design work. Picking the wrong one is most of the bugs.

#claude-code#workflow#agents#skills
Tech· 2026-04-20· 5min

A working developer's toolkit for Claude Code

Ten repos that genuinely change how I work with Claude Code — and a suggested order for adopting them. Install one, use it for a week, keep only the ones that stuck. Never install a bundle.

#claude-code#developer-tools#workflow#mcp