How does it handle task delegation?

It uses a mission-type delegation philosophy called 'Auftragstaktik,' where Claude provides the intent and goal to specialized sub-agents rather than micromanaging every step.

Does this skill help with Docker or container issues?

Yes, it includes specialized routines to check for 'container staleness' and provides automated scripts to rebuild containers when files on the host and container are out of sync.

What is the main benefit of Orchestrator Lite?

It is significantly more token-efficient than standard orchestrators, loading only about 500 tokens initially and fetching additional context via RAG only when necessary for specific tasks.

What is required to run Orchestrator Lite effectively?

It requires a healthy MCP (Model Context Protocol) setup and a functioning RAG system to access project-specific documentation and rules on-demand.

Orchestrator Lite (RAG-First)

Name: Orchestrator Lite (RAG-First)
Author: Euda1mon1a

byEuda1mon1a

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Productivity & Workflow

Optimizes Claude's efficiency by using a RAG-first orchestration approach for autonomous task delegation and context management.

Orchestrator Lite (startupO-lite) is a high-efficiency orchestration skill designed to minimize initial token consumption while maintaining high performance. By adopting a 'RAG-first' strategy, it loads only ~500 tokens of core logic upfront and queries a Retrieval-Augmented Generation (RAG) system on-demand for specific domain knowledge. Following the 'Auftragstaktik' doctrine, it focuses on mission-type delegation rather than micromanagement, allowing Claude to coordinate specialized agents (Architect, QA, Scheduler) and monitor system health across Git, containers, and MCP servers with minimal overhead.

Key Features

01Dynamic task complexity scoring and routing

02Real-time MCP and container health diagnostics

03Token-efficient RAG-on-demand context loading

04Automated Git and Codex PR status monitoring

05Autonomous mission-type task delegation system

062 GitHub stars

Use Cases

01Automating infrastructure health checks and container management

02Managing complex multi-agent software engineering projects

03Scaling AI workflows without hitting context window limits

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add euda1mon1a/autonomous-assignment-program-manager startupO-lite

For use in Claude.ai and ChatGPT

Download Skill