native-parallel

Plan, dispatch, and collect parallel agent work using native concurrency primitives.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/reiserwang/Coding_Agent --skill native-parallel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: native-parallel
Source: https://github.com/reiserwang/Coding_Agent/tree/main/.gemini/skills/native-parallel
Command: npx skills add https://github.com/reiserwang/Coding_Agent --skill native-parallel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinating multiple agents to run in parallel without heavy infrastructure, maximizing throughput and minimizing idle time.

Core Features & Use Cases

  • Lane planning and dependency-aware partitioning for parallel execution
  • Runtime-optimized dispatch using Claude Task tool or Gemini async-invoke
  • Collective result handling and SCRATCHPAD integration to move to subsequent stages

Quick Start

Plan parallel lanes from your task list, dispatch them with the appropriate runtime, and collect results into SCRATCHPAD to continue.

Frequently Asked Questions about native-parallel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate parallel agents without setting up heavy infrastructure?

To coordinate parallel agents without heavy infrastructure, use native runtime concurrency primitives. This approach applies dependency-aware lane partitioning and dispatches tasks to Claude or Gemini, maximizing throughput while minimizing idle time.

What is dependency-aware lane partitioning for concurrent task execution?

Dependency-aware lane partitioning splits two or more independent tasks into parallel execution lanes. It organizes work so independent tasks run concurrently while respecting dependencies, allowing efficient orchestration across multiple agents.

How do I dispatch independent tasks concurrently using Claude or Gemini?

Dispatch independent tasks concurrently by choosing Claude Task tool or Gemini async-invoke based on runtime optimization. This native dispatch mechanism sends parallel work across multiple agents without requiring external orchestration infrastructure.

Can I use worktrees for isolated parallel execution across multiple agents?

Yes, you can use worktrees for isolated parallel execution across multiple agents. The system creates on-demand worktrees when needed, allowing concurrent tasks to operate in isolated environments without conflicting with each other.

How do I collect and reconcile results from parallel agent tasks?

Collect and reconcile results from parallel agent tasks by integrating them into a SCRATCHPAD. This collective result handling moves completed parallel work into subsequent stages, ensuring progression and state management.