skills.rest
Kasempiternal
KasempiternalCOMMUNITY
Explore all skills by this author →
GitHub

hydra

Orchestrate complex software projects by decomposing tasks and coordinating AI agents in waves.

15|4|Updated Jul 4, 2025
Search Tags:#ai agents#parallel execution#code development#conflict resolution#task orchestration#wave-based deployment
One-click install
npx skills add https://github.com/Kasempiternal/Claude-Agent-System --skill hydra-kasempiternal
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hydra
Source: https://github.com/Kasempiternal/Claude-Agent-System/tree/main/claude-agent-system-plugin/skills/hydra
Command: npx skills add https://github.com/Kasempiternal/Claude-Agent-System --skill hydra-kasempiternal

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill tackles complex projects by breaking them down into parallelizable tasks, managing inter-task dependencies, and coordinating multiple AI agents to execute them in waves, ensuring conflicts are resolved before implementation.

Core Features & Use Cases

  • Multi-Task Parallelization: Submit multiple distinct tasks at once.
  • Conflict Analysis & Resolution: Identifies and resolves file conflicts between tasks at the planning stage.
  • Wave-Based Execution: Deploys implementation agents in sequential waves, maximizing parallel execution within each wave.
  • Automated Planning & Verification: Generates detailed plans, coordinates agent execution, and performs per-wave and global verification.
  • Use Case: Develop a new feature that involves changes to the backend API, frontend components, and database schema by submitting all related tasks to Hydra, which will then plan, execute, and verify them in the correct order.

Quick Start

Use the hydra skill to coordinate the implementation of a new user authentication system and a dashboard redesign.

Frequently Asked Questions about hydra

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

FAQPage Schema
How do I run parallel AI agents for code development without file conflicts?▼

Wave-based deployment manages inter-task dependencies by deploying parallel AI implementation agents in sequential waves, maximizing concurrent execution within each wave while ensuring correct task ordering.

What is wave-based deployment for task orchestration?▼

Wave-based deployment manages inter-task dependencies by deploying parallel AI implementation agents in sequential waves, maximizing concurrent execution within each wave while ensuring correct task ordering.

How do I coordinate a full-stack feature across backend, frontend, and database tasks?▼

You coordinate full-stack features by submitting related backend, frontend, and database tasks together, allowing automated planning to analyze dependencies, sequence execution, and perform multi-stage verification.

Can I prioritize code development tasks by risk during parallel execution?▼

Yes, task orchestration supports risk-based execution prioritization, allowing you to direct AI agent swarms to process higher-risk code development tasks according to their evaluated risk profiles.

How does multi-stage verification work for parallel AI code generation?▼

Multi-stage verification for parallel AI code generation operates by performing automated checks after each execution wave completes, followed by a final global verification pass across all implemented tasks.

Related Skills

Explore More Software Engineering Skills→
ruska-airuska-ai
17

rlm

Decompose large inputs and coordinate parallel sub-agents for synthesis.

Official
Advanced
KohlJaryKohlJary

ariadne

Query Ariadne bus status, diffs, and conflicts for synchronization resolution.

Community
Intermediate
drndrn
23

swarm

Orchestrate multi-agent swarms with real-time progress monitoring and status polling.

Community
Advanced
tmalcolm-0607tmalcolm-0607

mad-parallel

Orchestrate wave-based parallel feature implementation across isolated git worktrees.

Community
Advanced