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Confidence Check

Assess implementation readiness with duplicate, architecture, documentation, and root cause checks.

14|3|Updated May 7, 2026
Search Tags:#code review#implementation planning#assessment#pre-implementation#confidence check
One-click install
npx skills add https://github.com/Ouro-labs/ouroboros-plugins --skill confidence-check-ouro-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Confidence Check
Source: https://github.com/Ouro-labs/ouroboros-plugins/tree/main/plugins/superclaude/assets/skills/confidence-check
Command: npx skills add https://github.com/Ouro-labs/ouroboros-plugins --skill confidence-check-ouro-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill prevents wrong-direction execution by assessing confidence before starting any implementation.

Core Features & Use Cases

  • Confidence Assessment: Evaluates readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.
  • Confidence Score: Calculates a score (0.0 - 1.0) based on 5 checks to determine if the implementation can proceed.
  • Use Case: Before implementing a task, use this skill to ensure there are no duplicate implementations, architecture compliance, reviewed official documentation, found working OSS implementations, and identified root cause.

Quick Start

Run the 'confidence-check' command to initiate the confidence assessment process.

Frequently Asked Questions about Confidence Check

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is a pre-implementation confidence assessment for code execution?▼

A pre-implementation confidence assessment evaluates task readiness by checking for duplicate code, architecture compliance, official documentation, and root cause identification before proceeding with execution.

How do I check for duplicate implementations before starting a coding task?▼

Run a confidence check to evaluate implementation readiness, which specifically identifies duplicate code and verifies existing OSS references to prevent wrong-direction execution.

What's the best way to ensure architecture compliance before proceeding with implementation?▼

Use a confidence assessment skill to verify architecture compliance and calculate a readiness score from 0.0 to 1.0 based on five execution checks before starting your task.

Why does my implementation plan fail to identify root causes and official documentation?▼

Implementation plans fail when lacking a pre-implementation confidence check that verifies official documentation reviews, identifies root causes, and calculates a readiness score before execution.

Does the confidence check score require external dependencies to run?▼

No, the confidence check operates without external dependencies, utilizing internal scripts and references to calculate the 0.0 to 1.0 readiness score for your implementation.

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