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/parallel-execution-engine

Use when latency matters and several independent tasks can run at once -- a bounded implementation or investigation that needs waves of concurrent workers, not a persistent completion loop or stage-based orchestration.

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Install
$ npx -y skills add yeaight7/agent-powerups --skill parallel-execution-engine --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/parallel-execution-engine

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when latency matters and several independent tasks can run at once -- a bounded implementation or investigation that needs waves of concurrent workers, not a persistent completion loop or stage-based orchestration.

SKILL.md

parallel-execution-engine.SKILL.md
name: parallel-execution-engine
description: Use when latency matters and several independent tasks can run at once -- a bounded implementation or investigation that needs waves of concurrent workers, not a persistent completion loop or stage-based orchestration.

Purpose

Run independent work in parallel with explicit wave boundaries, lightweight coordination, and bounded verification. Use when the task benefits from concurrency but does not need the full orchestration stack: launch independent work together, keep each worker narrow, and validate after each wave.

When to Use

  • Multiple independent tasks can run at the same time
  • You want faster turnaround on a bounded implementation or investigation
  • The task graph is shallow and easy to reason about
  • You need waves, not long-lived persistence

Do NOT use when dependencies are complex enough to need stage-based orchestration, the user expects guaranteed completion across retries (use a persistent completion loop instead), or the task still needs clarification or planning before execution.

Inputs

  • The set of tasks to perform and their dependency relationships
  • The changed surface or files each task will touch (to detect overlapping ownership)
  • Available worker tiers (fast / standard / deep)

Core Rules

  • Launch independent work together, not sequentially
  • Keep each worker bounded to a narrow objective
  • Separate wave boundaries explicitly
  • Use the smallest suitable worker capability for each task
  • Run lightweight validation after each wave
  • Escalate to a persistent completion loop if repeated failures appear

Workflow

1. **Classify the work.** Bucket every task as independent, dependency-gated, or verification. Independent tasks share no state and can run concurrently; dependency-gated tasks wait on an earlier wave's output; verification tasks run last.

2. **Build waves.** Use Wave 0 only for setup or discovery when later waves need its output; run independent execution in parallel waves; reserve a final wave for integration and checks.

  • Wave 0: setup/discovery (optional)
  • Wave 1..N: parallel independent execution
  • Final wave: integration and verification

3. **Route by tier.** Match each task to the smallest worker that can do it:

  • Fast workers for mechanical lookups or edits (rename, find usages, single-file edits)
  • Standard workers for typical implementation
  • Deep workers only for architecture, security, or stubborn failures

4. **Launch by wave.** Fire every parallel-safe task in the same wave at once. Keep prompts short, scoped, and file-aware, and ensure no two workers own the same file in one wave. Use a fixed dispatch template per task:

  • Objective: one sentence, single deliverable
  • Files: the exact paths this worker owns (no overlap with siblings)
  • Constraints: do not touch anything outside the listed files; do not edit unless the objective requires it
  • Return: a short summary of what changed and any checks run

5. **Collect and verify.** Summarize outputs by task, then run only the checks that match the changed surface first; broaden validation only when needed. Run the narrowest relevant command before any wide gate, for example:

   npm test -- path/to/changed.test.ts   # only the touched suite first
   git diff --stat                        # confirm the changed surface

If a wave produces repeated failures, stop parallelizing and escalate to a persistent completion loop.

Output

  • A wave plan listing each task, its tier, and the files it owns
  • Per-task result summaries collected after each wave
  • The validation run after each wave, in this shape:
  Wave 0:
  - ...

  Wave 1:
  - ...

  Validation:
  - ...

Verification

  • [ ] Every task classified as independent, dependency-gated, or verification before launch
  • [ ] Wave boundaries are explicit and no two workers in a wave own the same file
  • [ ] Each task routed to the smallest suitable worker tier
  • [ ] Lightweight validation run after each wave, narrowest checks first
  • [ ] Repeated failures triggered escalation to a persistent completion loop rather than more parallelism

Failure Modes

  • **Overlapping ownership** — two workers edit the same file in one wave and clobber each other; assign disjoint file sets per wave.
  • **Over-routing** — sending mechanical edits to deep workers wastes capability and latency; use the smallest tier that fits.
  • **Skipping wave validation** — broadening to a full test suite immediately, or deferring all checks to the end, hides which wave broke; validate the changed surface after each wave.
  • **Parallelizing through failure** — re-firing waves when the same task keeps failing; escalate to a persistent completion loop instead.
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