project-expert-generator

Generate a project-specific skill and opus-backed agent from a scanned codebase brain.

Updated Apr 22, 2026

Search Tags:#automation #codebase #claude #skill-generation #project-brain #agent-generation #brain-scanner

Ready to run

npx skills add https://github.com/Shockwave2k/team-claude-skills --skill project-expert-generator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: project-expert-generator
Source: https://github.com/Shockwave2k/team-claude-skills/tree/main/skills/shared/project-expert-generator
Command: npx skills add https://github.com/Shockwave2k/team-claude-skills --skill project-expert-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Turns a scanned codebase brain into a reusable project-specific skill and a specialized agent that can operate within the project's conventions.

Core Features & Use Cases

After a codebase-scan has produced a brain, generate a compact, per-project skill that captures the brain's conventions and loads across sessions.
Generate an opus-backed expert agent tailored to the project's brain and rules for deep, project-specific judgment.
Use this when generic agents fall short of project-specific nuances, delivering a reusable, per-project expert.

Quick Start

Run codebase-scan to generate the brain, then run this generator to produce the project-specific skill and opus-backed agent.

Frequently Asked Questions about project-expert-generator

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

FAQPage Schema

How do I turn a scanned codebase brain into a reusable project-specific skill?▼

You can turn a scanned codebase brain into a project-specific skill by running the generator, which captures conventions and outputs the skill to .claude/skills/<slug>/SKILL.md.

What is an opus-backed agent and how does it use codebase conventions?▼

An opus-backed agent is a specialized agent tailored to your project's brain and rules, providing deep project-specific judgment by operating within your scanned codebase conventions.

How do I create a per-project expert agent after scanning my codebase?▼

To create a per-project expert agent, run a codebase-scan to produce a brain, then execute the generator to output the agent at .claude/agents/<slug>.md.

When should I use a project-specific skill instead of generic agents?▼

You should use a project-specific skill when generic agents fall short of project-specific nuances and you need a reusable expert that captures your codebase conventions across sessions.

Do I need an existing codebase brain before generating project-specific skills?▼

Yes, you need an existing brain produced by a codebase-scan before running this generator, as it requires that output to create the project-specific skill and opus-backed agent.

How does a codebase brain apply across different project modules?▼

A codebase brain applies across modules by generating a compact, per-project skill that captures the brain's conventions, ensuring consistent project-specific expertise loads across sessions.