Orchestrator Skill
CommunityDecompose complex specs into atomic, hallucination-proof tasks.
Software Engineering#project management#AI workflow#code generation#DDD#task decomposition#hallucination prevention#BDD
AuthordeMGoncalves
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill prevents AI hallucinations and ensures deterministic code generation by breaking down large, complex specifications (5000+ lines) into small, atomic implementation tasks (under 100 LOC each). This is critical for maintaining AI focus and producing correct code.
Core Features & Use Cases
- Atomic Task Decomposition: Transforms vast specifications into manageable tasks, each with a limited context (~500 lines) to guide AI development precisely.
- Dependency Management: Automatically establishes explicit dependencies between tasks, ensuring a logical and correct implementation order.
- BDD & DDD Integration: Maps BDD scenarios to Domain-Driven Design components, generating tasks that directly address business behavior and architectural patterns.
- Use Case: When faced with a new feature requiring extensive changes, this Skill automatically generates a detailed
tasks.mdbreakdown, allowing developers to implement the feature step-by-step with minimal risk of AI misinterpretation.
Quick Start
To start a new workflow for "Implement JWT authentication", invoke the Orchestrator: @skill orchestrator /workflow start "Implementar autenticação JWT"
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Orchestrator Skill Download link: https://github.com/deMGoncalves/arq-specs-template/archive/main.zip#orchestrator-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.