Why is a 90% confidence score required?

A high threshold of 90% ensures that the proposed solution is highly likely to be correct, minimizing the risk of introducing bugs or architectural debt.

What is the primary benefit of the Confidence Check skill?

It prevents 'wrong-direction' work by ensuring Claude has verified the architecture, existing code, and documentation before starting a task, saving significant time and tokens.

How does it check for duplicate implementations?

The skill uses Grep and Glob tools to search your local codebase for existing functions or modules that might already solve the problem at hand.

Can I use this skill with external documentation?

Yes, it leverages WebFetch and WebSearch tools to verify official documentation and API compatibility before suggesting an implementation.

Confidence Check

Name: Confidence Check
Author: Activer007

byActiver007

0•

Productivity & Workflow

Validates implementation readiness through a rigorous five-point assessment to prevent architectural errors and redundant code.

The Confidence Check skill is a mission-critical utility for Claude Code designed to prevent 'wrong-direction' execution by enforcing a strict pre-implementation protocol. It evaluates tasks against five key criteria: duplicate implementation detection, architecture compliance, official documentation verification, open-source reference analysis, and root cause identification. By requiring a minimum 90% confidence score before proceeding, it ensures that every coding action is necessary, aligned with project standards, and technically sound, significantly reducing token waste and debugging cycles.

Key Features

01Automated Duplicate Code Detection

02Architecture Pattern Compliance Check

0390% Confidence Threshold Enforcement

040 GitHub stars

05Proven OSS Reference Search

06Official API and Documentation Verification

Use Cases

01Verifying architectural alignment before introducing new dependencies

02Reducing token consumption by preventing incorrect implementation attempts

03Ensuring new features don't overlap with existing codebase functionality

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills confidence-check

For use in Claude.ai and ChatGPT

Download Skill