Why does it require invocation for a '1% chance' of relevance?

This high threshold of sensitivity prevents 'rationalization' where useful tools are skipped because a task seems simple, ensuring that complex nuances are never missed.

Does this skill work with clarifying questions?

Yes. The protocol specifically mandates that skill checks occur BEFORE even asking the user for more context, as the skill itself might define how that context should be gathered.

How does this skill handle multiple applicable tools?

It provides a clear priority order, focusing on process-oriented skills (like brainstorming) first, followed by implementation-specific skills (like frontend design).

What is the primary purpose of the Skill Orchestrator?

It ensures that Claude consistently uses relevant domain-specific skills by making their evaluation and invocation a mandatory first step in every interaction.

Skill Orchestrator Protocol

Name: Skill Orchestrator Protocol
Author: tianyuanztm

bytianyuanztm

0•

生産性とワークフロー

Enforces a disciplined workflow by requiring the invocation of relevant skills before any response or action is taken.

The Skill Orchestrator Protocol serves as the foundational governance layer for Claude Code, ensuring that specialized capabilities are never overlooked. By mandating a 'skill-first' approach, it requires Claude to evaluate and invoke relevant tools even when there is only a 1% perceived chance of applicability. This skill eliminates common rationalizations for skipping best practices, providing a standardized decision tree that prioritizes process-oriented skills like brainstorming and debugging before moving into implementation. It is essential for maintaining high-quality, disciplined outputs in complex software environments.

主な機能

01Red flag detection to prevent common process rationalizations

02Pre-emptive invocation logic that runs before clarifying questions

03Visual workflow mapping for consistent task execution

04Mandatory skill evaluation for every incoming user request

05Hierarchical skill prioritization for multi-step workflows

060 GitHub stars

ユースケース

01Enforcing rigorous adherence to TDD or debugging protocols without shortcuts

02Initializing complex development sessions to ensure all domain-specific tools are active

03Standardizing team-wide AI behavior across diverse software projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tianyuanztm/myplan using-superpowers

For use in Claude.ai and ChatGPT

主な機能

01Red flag detection to prevent common process rationalizations

02Pre-emptive invocation logic that runs before clarifying questions

03Visual workflow mapping for consistent task execution

04Mandatory skill evaluation for every incoming user request

05Hierarchical skill prioritization for multi-step workflows

060 GitHub stars

ユースケース

01Enforcing rigorous adherence to TDD or debugging protocols without shortcuts

02Initializing complex development sessions to ensure all domain-specific tools are active

03Standardizing team-wide AI behavior across diverse software projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tianyuanztm/myplan using-superpowers

For use in Claude.ai and ChatGPT