Why is skill invocation mandatory even for simple questions?

Mandatory invocation prevents the AI from taking shortcuts and ensures that even seemingly simple tasks benefit from the domain-specific knowledge contained within specialized skills.

How does the skill handle multiple overlapping tasks?

It implements a priority system where process skills (like brainstorming or debugging) are invoked first, followed by implementation skills (like design or API building).

What does the Skill Orchestrator do in Claude Code?

It acts as a mandatory guardrail that forces Claude to check for and invoke specialized skills before responding to any prompt, ensuring best practices are always followed.

Does this skill work with clarifying questions?

Yes, the framework requires a skill check even before asking clarifying questions to ensure the process of gathering information is guided by the relevant skill.

How does the skill improve developer productivity?

By eliminating undisciplined actions and premature coding, it prevents time-wasting errors and ensures the AI follows the correct architectural patterns from the start.

Skill Orchestrator

Name: Skill Orchestrator
Author: claudiodearaujo

byclaudiodearaujo

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生産性とワークフロー

Enforces the mandatory invocation and adherence to specialized skills within Claude Code to ensure consistent, high-quality workflow discipline.

The Skill Orchestrator is a meta-process framework designed to eliminate AI bias and human error by mandating a 'skill-first' approach. It establishes a rigorous workflow where Claude must evaluate and invoke relevant domain-specific skills before performing any task or answering clarifying questions. By providing a structured decision tree and a list of 'red flags' to avoid rationalization, it ensures that every action is guided by the most up-to-date best practices and specialized patterns available in the environment.

主な機能

01Red flag detection system to prevent bypassing defined workflows

021 GitHub stars

03Mandatory skill evaluation before any task execution or clarification

04Rigid decision tree flow for consistent skill invocation and announcement

05Automated checklist generation through integrated TodoWrite tasks

06Priority-based skill sequencing for multi-skill scenarios

ユースケース

01Ensuring domain-specific best practices are never skipped during rapid development

02Improving AI reliability by preventing premature code exploration without proper context

03Standardizing team workflows across complex software projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add claudiodearaujo/sistema-de-narra-o-de-livro using-superpowers

For use in Claude.ai and ChatGPT

Download Skill