Can I use this skill to resume work in a new session?

Yes, calling /orchestrate in a fresh session will scan your repository for current task statuses and research artifacts to pick up exactly where the implementation left off.

What happens if a research artifact is missing?

The skill will identify the missing spec-research.md files, report them as warnings, and skip those specific tasks until the research phase is properly completed and committed.

How does the Orchestrate skill handle task dependencies?

It parses the TaskList and FEATURE.md files to identify 'blockedBy' relationships, ensuring sub-agents are only spawned for tasks whose dependencies are already marked as completed.

Does this skill perform the actual coding and implementation?

The Orchestrate skill acts as a manager; it spawns 'spec-executor' sub-agents which are responsible for running the specific coding and testing skills.

Execution Orchestrator

Name: Execution Orchestrator
Author: AI-Builder-Team

byAI-Builder-Team

•

Productivity & Workflow

Automates the transition from feature research to parallel execution by spawning and monitoring autonomous sub-agents.

The Orchestrate skill serves as the command center for complex feature development within the AI Builder ecosystem. By analyzing committed research artifacts and feature specifications, it identifies unblocked tasks and dispatches specialized sub-agents to handle implementation in parallel. This skill is designed to run in a fresh context window, preventing context bloat while maintaining a high-level overview of project progress, dependency management, and task status updates, ensuring that large-scale software features move from planning to production systematically.

Key Features

01Stateful resumption of interrupted development workflows

02Automated dependency resolution via TaskList integration

03Real-time orchestration status and progress reporting

04Parallel sub-agent spawning for rapid feature execution

052 GitHub stars

06Feature research and specification artifact parsing

Use Cases

01Managing parallel development of independent software modules

02Resuming work on multi-spec features in a new coding session

03Kicking off implementation after a research phase is committed

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ai-builder-team/ai-builder-plugin-marketplace orchestrate

For use in Claude.ai and ChatGPT

Key Features

01Stateful resumption of interrupted development workflows

02Automated dependency resolution via TaskList integration

03Real-time orchestration status and progress reporting

04Parallel sub-agent spawning for rapid feature execution

052 GitHub stars

06Feature research and specification artifact parsing

Use Cases

01Managing parallel development of independent software modules

02Resuming work on multi-spec features in a new coding session

03Kicking off implementation after a research phase is committed

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ai-builder-team/ai-builder-plugin-marketplace orchestrate

For use in Claude.ai and ChatGPT