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Confidence Check

Assess pre-implementation readiness with five weighted checks and output a confidence score.

322|45|Updated Dec 1, 2025
Search Tags:#planning#root cause analysis#software quality#pre-implementation#duplicate check#architecture compliance#confidence assessment
One-click install
npx skills add https://github.com/Microck/ordinary-claude-skills --skill confidence-check-microck
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Confidence Check
Source: https://github.com/Microck/ordinary-claude-skills/tree/main/confidence-check
Command: npx skills add https://github.com/Microck/ordinary-claude-skills --skill confidence-check-microck

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Starting implementation without a clear understanding of requirements, existing solutions, or architectural fit often leads to wasted effort, rework, and delayed projects. This Skill performs a pre-implementation confidence assessment to ensure readiness.

Core Features & Use Cases

  • Duplicate Implementation Detection: Automatically search the codebase for existing functionality to prevent redundant work.
  • Architecture Compliance Verification: Ensure proposed solutions align with the existing tech stack and architectural patterns.
  • Official Documentation & OSS Reference Check: Verify solutions against official documentation and proven open-source implementations.
  • Use Case: Before you begin coding a new feature, use this skill to perform a confidence check. It will verify if similar functionality already exists, ensure your approach aligns with the project's architecture, and confirm you've reviewed relevant documentation and open-source examples, saving you from going down the wrong path.

Quick Start

Perform a confidence check for implementing a new user authentication module, verifying no duplicates, architecture compliance, and official documentation.

Frequently Asked Questions about Confidence Check

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

FAQPage Schema
How do I prevent duplicate implementations before starting development?▼

Duplicate detection searches your codebase for existing functionality matching your planned feature, saving rework. Run a confidence check before coding to verify no similar code already exists in your project.

What's the best way to verify a new feature aligns with project architecture?▼

Architecture compliance verification ensures your solution matches the existing tech stack and design patterns. A confidence check validates your approach against established architectural standards before implementation.

How do I confirm I've reviewed relevant documentation and OSS examples?▼

Official documentation and OSS reference checks validate that proven implementations and vendor guidance support your approach. A confidence check systematically confirms you've covered these sources before coding.

When should I perform a pre-implementation readiness assessment?▼

Run a confidence check before starting any new feature or module to catch duplicate work, architecture mismatches, and missing research early. This prevents wasted effort from wrong-direction execution.

What does a root cause analysis in pre-implementation planning accomplish?▼

Root cause analysis identifies underlying factors driving your implementation need, ensuring you're solving the real problem. A confidence check includes this analysis to prevent addressing symptoms instead of root issues.

Can I use confidence checks for existing codebases with legacy patterns?▼

Yes. Confidence checks verify proposed solutions align with your project's actual architecture and patterns, whether modern or legacy. Architecture compliance validation works across any established tech stack.

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