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dag-orchestrator

Official

Coordinate complex tasks with adaptive HTDAGs

Software Engineering#workflow#orchestration#dag#parallel-execution#task-decomposition#adaptive-planning#htdag
Authorcuriositech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Translates vague tasks into deterministic, HTDAG-based work plans by decomposing work into subtasks, mapping them to skills, and coordinating execution across waves and phases.

Core Features & Use Cases

  • HTDAG-based decomposition: Breaks tasks into hierarchical graphs for scalable planning and execution.
  • Two-stage planner-executor: Separates planning from execution with dynamic expansion on failure.
  • Adaptive wave-based execution: Executes independent subtasks in parallel whenever possible, and sequences when needed.
  • Phase orchestration: Supports multi-phase workflows with just-in-time DAGs (RESEARCH → PLAN → BUILD → TEST → DEPLOY).
  • Conflict prediction & safe concurrency: Predicts file/resource conflicts to avoid parallelization hazards.
  • Error handling & recovery: Expands complex nodes into sub-DAGs and retries to robustly complete tasks.

Quick Start

Provide a natural language task and let the skill decompose it into an HTDAG and orchestrate cross-skill execution.

Dependency Matrix

Required Modules

None required

Components

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: dag-orchestrator
Download link: https://github.com/curiositech/windags-skills/archive/main.zip#dag-orchestrator

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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