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Confidence Check

Assess implementation readiness with a confidence score before coding begins.

Updated Aug 23, 2026
Search Tags:#architecture#verification#code-quality#developer-tools#software-development#pre-implementation#risk-mitigation
One-click install
npx skills add https://github.com/arturdr-ads/superclaude-framework --skill confidence-check-arturdr-ads
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Confidence Check
Source: https://github.com/arturdr-ads/superclaude-framework/tree/main/SuperClaude_Framework/plugins/superclaude/skills/confidence-check
Command: npx skills add https://github.com/arturdr-ads/superclaude-framework --skill confidence-check-arturdr-ads

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents wasted effort and resources by ensuring high confidence (≥90%) before any implementation begins. It acts as a critical gatekeeper, stopping wrong-direction work and costly re-dos, ultimately saving significant development time and tokens.

Core Features & Use Cases

  • Pre-implementation Assessment: Automatically checks for duplicate implementations, architecture compliance, official documentation review, existing open-source references, and clear root cause identification.
  • Risk Mitigation: Provides a confidence score, recommending whether to proceed, investigate further, or stop, thereby preventing costly mistakes and ensuring efficient resource allocation.
  • Use Case: Before writing any code for a new feature, activate this skill. It will guide you through a structured verification process, ensuring your approach is sound and well-researched, preventing you from building something that already exists or doesn't fit the project's architecture.

Quick Start

Use the Confidence Check skill to assess my readiness for implementing the 'user authentication' feature.