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optimus-prime

Analyze a repository and generate project-specific CLAUDE.md, skills, and rules.

113|15|Updated Mar 3, 2026
Search Tags:#automation#context-engineering#documentation-generation#repo-analysis#optimus-prime#claude-prime#project-priming
One-click install
npx skills add https://github.com/avibebuilder/claude-prime --skill optimus-prime
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: optimus-prime
Source: https://github.com/avibebuilder/claude-prime/tree/main/.claude/skills/optimus-prime
Command: npx skills add https://github.com/avibebuilder/claude-prime --skill optimus-prime

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Generates a Claude Code configuration tailored to a specific project, so teams stop deploying generic setups and start with a context that fits their codebase.

Core Features & Use Cases

  • Analyze a repository to extract stack, conventions, and constraints.
  • Create project-specific CLAUDE.md with lean, high-signal context.
  • Generate or refine skills and rules via the /skill-creator workflow, preserving project knowledge.

Quick Start

Run optimus-prime to prime the repository and generate project-specific CLAUDE.md, skills, and rules.

Frequently Asked Questions about optimus-prime

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

FAQPage Schema
How do I generate a project-specific CLAUDE.md configuration for my codebase?▼

To generate a project-specific CLAUDE.md configuration, run optimus-prime to deeply analyze your repository's stack, conventions, and constraints, then output a tailored, high-signal context file.

Why does my generic Claude Code setup lack the right project context?▼

Generic Claude Code setups lack project context because they are not tailored to the repository's specific stack and conventions. Optimus-prime solves this by analyzing the codebase to generate project-fit rules and context.

Can I use context engineering to create custom skills for an existing repository?▼

Yes, you can use context engineering to create custom skills for an existing repository. The tool applies a step-by-step workflow to generate or refine skills while preserving project knowledge.

What's the best way to re-prime Claude Prime after major codebase changes?▼

The best way to re-prime Claude Prime after codebase changes is to execute the prime/re-prime steps. This re-analyzes the repository to update context optimization and regenerate non-generic configurations.

Does repository analysis for Claude Code work on new repos with minimal files?▼

Yes, repository analysis works on new repos with minimal files. The tool applies to new or existing repositories, extracting available constraints and using starter materials judiciously to build a lean setup.

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