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goap-orchestrator

Plan and execute GitHub issue workflows in dependency order using GOAP.

4|Updated Feb 15, 2026
Search Tags:#workflow#planning#github#issues#orchestrator#goap#branch-pr
One-click install
npx skills add https://github.com/d-o-hub/chaotic_semantic_memory --skill goap-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: goap-orchestrator
Source: https://github.com/d-o-hub/chaotic_semantic_memory/tree/main/.agents/skills/goap-orchestrator
Command: npx skills add https://github.com/d-o-hub/chaotic_semantic_memory --skill goap-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

GOAP-based orchestrator for managing GitHub issues, creating action plans, and executing workspace operations with branch/PR workflow.

Core Features & Use Cases

  • GOAP planning for issues with dependencies
  • GitHub integration to scan issues and manage branches/PRs
  • Deterministic action execution in dependency order
  • Reusable templates and references to action patterns

Quick Start

Plan and execute actions to resolve open GitHub issues in dependency order using GOAP.

Frequently Asked Questions about goap-orchestrator

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

FAQPage Schema
How do I automate GitHub issue resolution in dependency order?▼

Automating GitHub issue resolution in dependency order uses GOAP-based planning to scan issues, build a dependency graph, and execute actions deterministically. A script-based orchestrator generates plans to resolve linked issues sequentially.

What is GOAP planning for GitHub issue workflows?▼

GOAP planning for GitHub issue workflows is a technique modeling multi-issue projects with inter-field dependencies. It generates deterministic action ordering to automate task execution and branch/PR operations across linked issues.

How do I manage branch and PR automation for multi-issue projects?▼

Managing branch and PR automation for multi-issue projects is handled through a script-based orchestrator scanning open GitHub issues, building a dependency graph, and executing branch/PR actions in a deterministic sequence.

Do I need a script-based orchestrator to execute GOAP plans for GitHub tasks?▼

Yes, executing GOAP plans for GitHub tasks requires a script-based orchestrator, such as a shell script, to scan issues, build the dependency graph, generate plans, and automate workspace operations like branch and PR creation.

Can I reuse action templates across different GitHub issue workflows?▼

Yes, you can reuse action templates across different GitHub issue workflows. The orchestrator provides references containing reusable action patterns to standardize branch/PR automation and deterministic execution across multiple projects.

When should I not use GOAP orchestration for GitHub issues?▼

GOAP orchestration for GitHub issues is not suited for simple, independent tasks lacking inter-field dependencies. Without multi-issue dependencies, the overhead of building dependency graphs and generating deterministic plans outweighs benefits.

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