autopilot-code

Automate code lifecycle planning, execution, testing, and reporting with QA loops.

7|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-code
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot-code
Source: https://github.com/dmlguq456/claude_setting/tree/main/skills/autopilot-code
Command: npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-code

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Unified across the code lifecycle with deterministic plan creation, refinement, execution, testing, and final reporting, including QA loops and autonomy gating.

Core Features & Use Cases

  • Orchestrates init-plan → refine-plan → execute-plan → run-test → final-report in a single, repeatable pipeline.
  • Supports dev/audit/debug modes with mode-specific behavior, QA depth, and autonomy controls.
  • Logs decisions and statuses to pipeline_summary.md and manages plan artifacts for audits and reviews.

Quick Start

Start by running init-plan with a task description to create a plan, then let autopilot-code refine, execute, test, and finalize a report in the selected mode.

Frequently Asked Questions about autopilot-code

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

FAQPage Schema
How do I automate the end-to-end code pipeline from planning to testing?▼

You can automate the end-to-end code pipeline by orchestrating init-plan, refine-plan, execute-plan, run-test, and final-report stages in a single repeatable workflow with strict QA loops.

What is code lifecycle orchestration with QA gating?▼

Code lifecycle orchestration with QA gating coordinates deterministic plan creation, execution, and testing while applying mode-specific autonomy controls to ensure strict quality assurance loops are satisfied.

How do I execute code auditing and debugging pipelines with strict QA loops?▼

You execute code auditing and debugging pipelines by selecting mode-specific behaviors that apply strict QA depth and autonomy gating throughout the plan refinement, execution, and testing phases.

Does autonomous code execution support different modes for development and auditing?▼

Yes, autonomous code execution supports dev, audit, and debug modes with mode-specific behavior, QA depth, and autonomy controls to determine how plans are refined and executed.

How do I track decisions and generate reports for automated code pipelines?▼

You track decisions and generate reports for automated code pipelines by logging statuses and decisions to pipeline_summary.md and managing plan artifacts throughout the orchestration workflow for audits.

What is the best way to start an automated code planning workflow?▼

The best way to start an automated code planning workflow is to run init-plan with a task description, then let the pipeline autonomously refine, execute, test, and finalize the report in your selected mode.