What is the 1% rule in Razorback?

If there is even a 1% chance that a specialized skill applies to a task, the AI must invoke it. This prevents the AI from rationalizing its way out of following established protocols.

When should the Razorback skill be used?

It should be invoked at the start of every conversation. It acts as a gatekeeper that directs the AI to find the most appropriate specialized workflow for the task at hand.

What is the primary purpose of the Razorback skill?

Razorback enforces a disciplined 'skill-first' approach, requiring Claude to search for and invoke relevant skills before responding to any user request, ensuring best practices are never skipped.

How does Razorback interact with other tools like Julie?

Razorback mandates the use of the Julie toolchain for code exploration, prioritizing structured intelligence tools over basic file reading or searching.

Razorback Skill Orchestrator

Name: Razorback Skill Orchestrator
Author: anortham

byanortham

0•

生产力与工作流

Enforces a disciplined workflow by requiring skill discovery and invocation before any task execution or response.

Razorback Skill Orchestrator is a foundational meta-skill designed to ensure Claude follows rigorous, domain-specific workflows without skipping essential steps. It establishes a 'skill-first' mindset, mandating that the Skill tool be checked and invoked if there is even a 1% chance it applies to the current request. By prioritizing process over immediate action, it prevents common pitfalls like rushing into code modification without proper context, ensuring that every task leverages specialized patterns and the Julie code intelligence toolchain for maximum reliability.

主要功能

01Mandatory skill discovery workflow to prevent skipped steps

02Integration with Julie MCP for high-fidelity code intelligence

03Visual decision logic for prioritizing process over raw action

04Rationalization detection to stop 'shortcuts' in development

05Structured 'Red Flag' checklist to maintain technical discipline

060 GitHub stars

使用场景

01Establishing a standardized starting point for every coding conversation

02Maintaining strict adherence to TDD or specialized debugging patterns

03Ensuring complex codebase explorations use advanced intelligence tools rather than simple greps

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anortham/razorback using-razorback

For use in Claude.ai and ChatGPT