How does this skill improve token efficiency?

It enforces strict summary-based reporting for subagents, storing verbose logs and file traces in local history directories rather than flooding the main orchestrator's context window.

Can I use this for multi-language projects?

Absolutely. The Orchestrator proactively identifies and assigns language-specific skills like dm-lang:typescript-pro, go-pro, or rust-pro to subagents based on the codebase.

When does the Orchestrator delegate to a subagent?

Delegation is triggered automatically if a task requires more than 2 file edits, involves more than 30 lines of new code, or requires the creation of entirely new modules.

Does the Orchestrator handle git operations?

Yes, the orchestrator retains exclusive control over git operations (commit, push, branch) and bead state changes to maintain repository integrity and parallel safety.

What is the purpose of the Session Start Checklist?

The checklist ensures the primary Claude instance adopts a strategic mindset, focusing on delegation and coordination rather than getting bogged down in implementation details.

Subagent Orchestrator

Name: Subagent Orchestrator
Author: rbergman

byrbergman

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Productivity & Workflow

Manages complex development tasks by delegating implementation to specialized subagents while maintaining strategic oversight and token efficiency.

The Orchestrator skill transforms Claude into a high-level project manager capable of handling large-scale codebase changes. Instead of implementing code directly, it evaluates task scope, selects appropriate domain-specific skills, and launches subagents with precise instructions and quality gates. By enforcing strict delegation thresholds and parallel safety constraints, it protects context window limits and ensures that multi-file refactors or new features are executed with architectural consistency and integrated git workflow management.

Key Features

01Integrated bead lifecycle management and automated quality gate verification

02Automated subagent delegation based on task complexity and file edit thresholds

03Strategic skill selection to equip subagents with domain-specific expertise like TypeScript or SOLID architecture

04Parallel execution safety with explicit file ownership and git worktree management

05Token-efficient communication protocols using concise summaries and history-based logging

061 GitHub stars

Use Cases

01Automating code review and architectural validation through specialized sub-task routing

02Coordinating parallel refactors using git worktrees to prevent filesystem conflicts

03Managing large-scale feature implementations across multiple modules and directories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rbergman/dark-matter-marketplace orchestrator

For use in Claude.ai and ChatGPT

Download Skill