LaunchKit · 2026
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claw-conductor

Always-on autonomous development orchestrator.

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by @johnsonfarmsus

Setup & Installation

openclaw skills install @johnsonfarmsus/claw-conductor

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install claw-conductor

What This Skill Does

Claw Conductor is an orchestration layer that monitors Discord channels, maps them to project workspaces, and routes development requests to appropriate AI models. It triages simple questions from complex development tasks, decomposes multi-part work into parallel subtasks, and consolidates results with automatic git commits and GitHub pushes.

Coordinates up to 5 parallel tasks across multiple AI models with dependency-aware scheduling, eliminating the need to manually decompose projects, select models, or merge outputs.

When to use it

  • Building a multi-page web app from a single Discord message
  • Asking quick questions about project files without leaving Discord
  • Running frontend and backend tasks in parallel across multiple projects
  • Auto-pushing completed work to a GitHub repository
  • Routing task types to the most capable or cost-effective AI model available

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: build a towing dispatch system with customer portal, driver dashboard, and real-time tracking

AGENT
  1. 1Detects the Discord channel and maps it to the corresponding project workspace
  2. 2Decomposes the request into subtasks with categories and complexity ratings
  3. 3Scores available AI models for each subtask and routes to the best match
  4. 4Executes up to 5 tasks concurrently, respecting file conflicts and task dependencies
  5. 5Merges outputs, runs tests, commits changes, and pushes to GitHub
OUTPUT

Completed project pushed to GitHub with all subtasks finished, tests run, and a Discord report containing the repository link and task summary

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

GitHub account (for automatic repository creation and push)API keys for configured AI model providers (e.g., Mistral API key)