Individual skill
parallel-execution-optimizer
Speed up a task by turning it into a dependency graph of parallel lanes with a lane matrix, batched reads and checks, write surfaces isolated by file, worktree, branch, or service, and a final verification table. Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, many independent verification lanes, or bounded homogeneous work that reuses shared preparation while record operations remain sequential, without losing correctness.
pi/core/skills/parallel-execution-optimizer/SKILL.md
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- Last checked
- Nov 3, 2026
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- Repository last updated
- Nov 6, 2026
- License
- MIT
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# Parallel Execution Optimizer
Use this skill when speed comes from doing independent work at the same time:
repo inspection, file reads, API checks, browser checks, build/test lanes,
deploy readbacks, or multi-worktree implementation passes. Also use it when
homogeneous work repeats unchanged preparation between records, even if the
record operations must remain sequential.
## Core Pattern
Turn urgency into a dependency graph before acting.
1. Define the objective and done signal.
2. Split work into lanes.