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ProSWARM Neural Orchestration

Decompose complex development tasks into parallelized subtasks executed by multiple AI agents.

Updated Aug 23, 2026
Search Tags:#software development#bug fixing#parallel execution#orchestration#task decomposition#feature implementation#neural networks
One-click install
npx skills add https://github.com/Proaptus/proagentic-dfx --skill proswarm-neural-orchestration
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ProSWARM Neural Orchestration
Source: https://github.com/Proaptus/proagentic-dfx/tree/main/.claude/skills/proswarm
Command: npx skills add https://github.com/Proaptus/proagentic-dfx --skill proswarm-neural-orchestration

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pro-swarm, npm, npx, vitest, python3, and includes scripts (resource) components.

What problem does it solve?

ProSWARM transforms complex, multi-step development tasks into streamlined, parallelized workflows. It eliminates manual task decomposition and resource allocation, allowing AI to instantly classify, plan, and execute work with superhuman efficiency, freeing you from the cognitive load of project management.

Core Features & Use Cases

  • Neural Task Decomposition: Instantly breaks down complex tasks using 70+ specialized neural models, achieving 84.8% SWE-Bench accuracy.
  • Parallel Execution: Orchestrates independent subtasks to run simultaneously, drastically reducing overall completion time.
  • Shared Memory System: Enables seamless data sharing and coordination between multiple AI agents throughout the task lifecycle.
  • Use Case: When asked to "Build a complete authentication system with tests," ProSWARM automatically decomposes it into API, UI, database, and testing subtasks, executing them in parallel and coordinating results.

Quick Start

To fix the authentication timeout bug, simply ask: Fix the authentication timeout bug.