parallel-execution-engine

parallel-execution-engine is a skill for Claude Code from yeaight7/agent-powerups. It costs 41 tokens per session (981 once invoked), scanned A, original, Apache-2.0.

A workflow for running several independent coding or investigation tasks at the same time in defined waves. Each worker handles a bounded task, followed by validation before the next wave.

In plain words
What is it for?
Use it for shallow task graphs with independent branches, faster bounded implementations, or investigations that can be validated in stages.
Why use it?
It reduces waiting when tasks do not depend on one another while limiting overlap and coordination problems. Wave boundaries make it clear when work should be checked.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the software-engineering plugin — 5 skills, 5 agents shipped together

Good fit Use it for shallow task graphs with independent branches, faster bounded implementations, or investigations that can be validated in stages.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yeaight7/agent-powerups/parallel-execution-engine
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add yeaight7/agent-powerups --skill parallel-execution-engine
Clone the repo
git clone --depth 1 https://github.com/yeaight7/agent-powerups

Made for: Claude Code.

Or install software-engineering, the plugin that ships this one along with the rest of its 5 skills, 5 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for parallel-execution-engine

README.md
[![agentmods](https://agentmods.dev/badge/skills/yeaight7/agent-powerups/parallel-execution-engine/github.svg)](https://agentmods.dev/skills/yeaight7/agent-powerups/parallel-execution-engine)
Your own site
<a href="https://agentmods.dev/skills/yeaight7/agent-powerups/parallel-execution-engine"><img src="https://agentmods.dev/badge/skills/yeaight7/agent-powerups/parallel-execution-engine/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for parallel-execution-engine

Your own site · 80×15
<a href="https://agentmods.dev/skills/yeaight7/agent-powerups/parallel-execution-engine"><img src="https://agentmods.dev/badge/skills/yeaight7/agent-powerups/parallel-execution-engine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 981 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.00981
Opus 5.5 $0.00016 $0.00392
Sonnet 5.5 $0.00008 $0.00196
Haiku 4.5 $0.00004 $0.00098

Measured 1mo ago against content hash c231f7cea001, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

parallel-execution-engine scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/software-engineering/skills/parallel-execution-engine/SKILL.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Read the full file on GitHub · 91 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 91 lines · 41 tokens per session scan A c231f7cea001

Subscribe to this mod's changes

parallel-execution-engine is a skill published in the GitHub repository yeaight7/agent-powerups (6 stars, last pushed 19d ago), licensed Apache-2.0. It adds 41 tokens to every session and 981 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-14.