pilot

Audit source code and generate self-contained implementation plans.

Updated Apr 30, 2026
One-click install
npx skills add https://github.com/kazukitcy/skills --skill pilot-kazukitcy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pilot
Source: https://github.com/kazukitcy/skills/tree/main/pilot
Command: npx skills add https://github.com/kazukitcy/skills --skill pilot-kazukitcy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the problem of codebase stagnation and technical debt by providing high-level, expert-driven analysis and actionable implementation plans that allow less experienced agents or developers to execute complex improvements safely.

Core Features & Use Cases

  • Codebase Reconnaissance: Automatically maps project structure, build processes, and design intent from documentation and configuration files.
  • Risk-Routed Auditing: Performs deep-dive audits across correctness, security, performance, and architecture using specialized subagents.
  • Self-Contained Planning: Generates detailed, step-by-step implementation plans that include verification gates, ensuring that even junior agents can execute tasks without needing additional context.

Quick Start

Invoke the pilot skill to survey the current repository and generate a prioritized implementation plan for the top three identified improvement opportunities.

Frequently Asked Questions about pilot

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

FAQPage Schema
How do I audit a codebase for technical debt and security issues?

To audit a codebase for technical debt and security issues, you can use an automated advisor to map project structure and perform deep-dive risk-routed audits across correctness, performance, and architecture using specialized subagents.

How do I create an implementation plan for refactoring a complex codebase?

Creating an implementation plan for refactoring a complex codebase involves generating self-contained, step-by-step execution instructions with verification gates, ensuring junior agents can safely execute tasks without needing additional context.

What is the best way to generate actionable architectural advice for a source code repository?

The best way to generate actionable architectural advice for a source code repository is to survey documentation and configuration files to map design intent, then prioritize implementation plans for the top identified improvement opportunities.

Can I execute codebase refactoring tasks safely without modifying the source code directly?

You can execute codebase refactoring tasks safely by using a senior advisor that operates under strict read-only constraints, delegating the actual modifications to secondary agents through structured, machine-verifiable execution steps.

Does architectural auditing work for mapping build processes and design intent automatically?

Architectural auditing works for mapping build processes and design intent automatically by reconnaissance of project structure, extracting design intent directly from existing documentation and configuration files.