Parallel Execution Optimizer

When you need Claude to move faster without breaking things, this skill forces it to think in parallel lanes first. It builds a dependency matrix before acting, batches independent reads, isolates writes by file or worktree, and won't merge until verification passes. The lane matrix is the smart part: it maps what can run concurrently versus what needs gating, so you get speed from real parallelism instead of just launching processes and hoping. Good for multi-file refactors, repo scans with focused tests, or deploy pipelines where you want concurrency but need proof that lanes didn't step on each other.

Install to Claude Code

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