aop-launcher 0.0.1.dev0

Lightweight launcher for local AI agent workflows

aop_launcher

Agent Orchestration Platform Launcher.

aop_launcher is a tiny terminal runner for local AI agent workflows. It reads a YAML file, runs agents in sequence, optionally runs local shell tools for each agent, sends the prompt to a local LLM command, and streams the result to the terminal.

This first 0.0.1.dev0 release is intentionally small. It does not provide remote execution, scheduling, retries, memory stores, or a hosted service.

Install

pip install aop-launcher

Example workflow

llm:
  command: "ollama run llama3.2"

tools:
  now: "date"

agents:
  - name: planner
    tools: ["now"]
    prompt: |
      Create a short plan for this task:
      {input}

      Tool results:
      {tool_results}

  - name: writer
    prompt: |
      Write the final answer from this plan:
      {input}

Run it:

aop-launcher workflow.yml "Draft a release checklist"

You can also pass the LLM command from the terminal:

aop-launcher workflow.yml "hello" --llm-command "ollama run llama3.2"