automate

Convert task descriptions into headless, re-runnable coding-agent CLI scripts.

7|2|Updated Mar 5, 2026
One-click install
npx skills add https://github.com/AndurilCode/craftwork --skill automate-andurilcode
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: automate
Source: https://github.com/AndurilCode/craftwork/tree/main/plugins/craftwork-professional/skills/automate
Command: npx skills add https://github.com/AndurilCode/craftwork --skill automate-andurilcode

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you turn coding-agent prompts into reliable, repeatable automation that can run headlessly in CI/cron or dispatch cloud agent tasks to open pull requests asynchronously.

Core Features & Use Cases

  • Build deterministic automation around agent CLIs: orchestrate Claude Code, Codex, Gemini CLI, Copilot CLI, or GitHub gh agent-task in non-interactive mode with structured outputs and re-runnable contracts.
  • Select a safe execution model: choose local execution for synchronous pipelines or cloud delegation when you want a PR produced without blocking.
  • Control safety and observability: enforce non-negotiable flags (auto mode, tool scope allowlists, JSON output/schema, success verification) and emit session IDs and cost/diagnostics for downstream tooling.

Quick Start

Tell the automation engine what you want to run (for example: automate a review-then-fix workflow) and specify that it should execute using a coding-agent CLI in headless mode and output structured JSON suitable for piping into jq.

Frequently Asked Questions about automate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate coding-agent CLI workflows in a CI pipeline?

Automate coding-agent CLI workflows in a CI pipeline by converting task descriptions into headless, re-runnable scripts. This enforces deterministic auto-mode flags, tool allowlists, and structured JSON outputs, enabling non-interactive execution for automated code generation and review loops.

Can I run Claude Code or Gemini CLI headlessly for automated code refactoring?

Yes, you can run Claude Code, Gemini CLI, Codex, or Copilot CLI headlessly for automated code refactoring. The automation engine orchestrates these agents in non-interactive mode with structured outputs and re-runnable contracts to ensure reliable execution.

What is the best way to convert a ticket into a GitHub PR using a coding agent?

The best way to convert a ticket into a GitHub PR is using a ticket-to-PR pipeline that dispatches cloud agent tasks asynchronously. This approach delegates the code generation to a cloud agent, producing a pull request without blocking your local execution environment.

Does headless agent execution support tool allowlists and structured JSON output?

Headless agent execution supports tool allowlists and structured JSON output by enforcing non-negotiable flags for auto mode and tool scope. This ensures safe execution boundaries and provides schema-based outputs suitable for piping into tools like jq.

How do I verify the success of an automated coding-agent task in a cron job?

Verify the success of an automated coding-agent task in a cron job using JSON-based success verification. The engine emits session IDs and cost tracking diagnostics, allowing downstream tooling to confirm execution status and observability for your scheduled tasks.