Parallel Execution Optimizer

When you need to move fast without breaking things, this skill teaches Claude to think in dependency graphs and execution lanes. It pushes batched reads, isolated worktrees, and parallel test runs while keeping writes from colliding. The lane matrix is the key idea: before any big push, you map what can run concurrently, what each lane touches, and how you'll verify it worked. This isn't about spawning threads blindly. It's about turning "make it faster" into a plan where independent work happens together and you end with proof, not just a claim that something ran quickly.

Install to Claude Code

npx -y skills add affaan-m/ecc --skill parallel-execution-optimizer --agent claude-code