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

Ready to run

npx skills add https://github.com/d-o-hub/chaotic_semantic_memory --skill goap-orchestrator

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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.