run

Orchestrate multi-layer feature development with QA gates and coherence audits.

3|Updated Mar 25, 2026

Search Tags:#automation #knowledge #sessions #orchestrator #git-worktree #qa-gates #coherence-audit

Ready to run

npx skills add https://github.com/willietran/autoboard --skill run-willietran

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: run
Source: https://github.com/willietran/autoboard/tree/main/skills/run
Command: npx skills add https://github.com/willietran/autoboard --skill run-willietran

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinating multi-layer feature development is error-prone and time-consuming; this Skill centralizes control to ensure a single engineering lead drives session orchestration, QA gates, and coherence audits.

Core Features & Use Cases

Autonomous orchestration of design, plan, implement, verify, and review sessions across multiple layers.
Integrated QA gates, coherence audits, and knowledge curation to maintain architectural integrity.
Progress tracking, automatic commits, and knowledge transfer between layers for repeatable, scalable workflows.

Quick Start

Launch the orchestrator and let it autonomously execute all layers from setup to completion.

Frequently Asked Questions about run

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

FAQPage Schema

How do I automate feature delivery orchestration across multiple development layers?▼

Automate feature delivery orchestration by launching a single orchestrator to coordinate session agents, QA gates, and coherence audits across design, implementation, and verification layers. The workflow handles setup, tracking, merging, and completion autonomously to ensure end-to-end delivery.

What is autonomous session orchestration for multi-layer feature development?▼

Autonomous session orchestration is the centralized coordination of design, plan, implement, verify, and review sessions. It uses QA gates and coherence audits to maintain architectural integrity, ensuring a single engineering lead drives repeatable, scalable workflows.

Can I enforce automatic rollbacks and safety checks during automated feature delivery?▼

Yes, automated feature delivery enforces safety checks, audit trails, and deterministic execution. The orchestrator applies automatic rollbacks on failure, ensuring production-grade features are delivered safely without manual intervention.

What is the best way to maintain architectural coherence during multi-layer development?▼

Maintain architectural coherence by running integrated coherence audits and knowledge curation between development layers. The orchestrator transfers knowledge and tracks progress automatically, preventing drift and ensuring structural integrity across the entire feature.

Do I need git-worktree to manage automated feature delivery sessions?▼

Git-worktree is supported for managing isolated development sessions during automated feature delivery. The orchestrator coordinates session spawning and merging across layers, using git-worktree to maintain clean boundaries and enable automatic commits.

Why does automated session orchestration fail and when should I not use it?▼

Automated session orchestration fails when layer dependencies break or coherence audits detect architectural conflicts, triggering automatic rollbacks. Avoid using it for simple, single-layer tasks where manual coordination is faster and overhead is unnecessary.