How does the dispatcher identify which bundle to use?

The skill includes an 'infer-bundle' capability that analyzes task descriptions for specific patterns—like 'train' for learning or 'lint' for database—to automatically select the most relevant subagent group.

What is GF(3) triadic task routing?

GF(3) routing is a mathematical framework that organizes tasks into triads (Validator, Coordinator, and Generator). By ensuring these roles sum to 0 mod 3, the system maintains logical balance and structural integrity throughout the workflow.

Can I mix skills from different functional areas?

Yes, the cross-compose feature allows you to create hybrid triads using a Validator from one bundle and a Generator from another, provided the triadic conservation rule is still satisfied.

What role does DuckDB play in this skill?

DuckDB is used as a persistent log to record every dispatch event, allowing developers to query and verify that all operations have remained conserved and balanced over time.

GF(3) Task Dispatcher

Name: GF(3) Task Dispatcher
Author: plurigrid

byplurigrid

•

생산성 및 워크플로

Orchestrates complex AI workflows through GF(3) triadic task routing to ensure balanced and conserved execution.

skill-dispatch is a high-level orchestration layer designed for Claude Code that manages subagent tasks using the principles of GF(3) triadic conservation. It organizes specialized skills into bundles—such as core, database, and learning—and routes every task to a triad consisting of a Validator (-1), Coordinator (0), and Generator (+1). This mathematical approach ensures that every execution pipeline is structurally balanced and compositionally coherent, making it ideal for developers building complex, multi-stage AI agent systems or topological data workflows.

주요 기능

012 GitHub stars

02Cross-bundle skill composition for flexible hybrid workflows

03Full triad pipeline execution (Validator → Coordinator → Generator)

04Triadic task routing based on GF(3) conservation logic

05DuckDB integration for logging and verifying conserved execution states

06Automated bundle inference from natural language task descriptions

사용 사례

01Orchestrating multi-agent systems for complex software development and auditing

02Maintaining logical balance in scientific modeling and data processing pipelines

03Automating distributed workflows spanning database linting, querying, and code generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi skill-dispatch

For use in Claude.ai and ChatGPT

Download Skill