ywc-confidence-gate

Score five readiness dimensions and gate code generation with PROCEED, REVIEW, or STOP decisions.

8|1|Updated May 13, 2026
One-click install
npx skills add https://github.com/yongwoon/ywc-agent-toolkit --skill ywc-confidence-gate
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ywc-confidence-gate
Source: https://github.com/yongwoon/ywc-agent-toolkit/tree/main/claude-code/skills/ywc-confidence-gate
Command: npx skills add https://github.com/yongwoon/ywc-agent-toolkit --skill ywc-confidence-gate

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill prevents the high cost of rework caused by starting implementation on poorly understood requirements or unstable architectural foundations.

Core Features & Use Cases

  • Readiness Scoring: Evaluates five critical dimensions (Scope, Architecture, Evidence, Reuse, Root Cause) to determine if a task is ready for code generation.
  • Decision Gating: Enforces a strict PROCEED, REVIEW, or STOP decision based on weighted aggregate scores and safety overrides.
  • Use Case: Before invoking a code executor, use this skill to ensure your plan is backed by primary sources and that you have verified existing utilities, preventing the common failure mode of overconfident, unvalidated implementation.

Quick Start

Invoke the ywc-confidence-gate skill to perform a readiness check before you begin implementing the current task.

Frequently Asked Questions about ywc-confidence-gate

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

FAQPage Schema
How do I validate architectural readiness before starting code implementation?

To validate architectural readiness, you must score five critical dimensions—Scope, Architecture, Evidence, Reuse, and Root Cause—to generate a weighted aggregate score that determines if your plan is ready for code generation.

What is a confidence gate in software engineering workflows?

A confidence gate is a pre-implementation discipline that requires an explicit five-dimension score and decision band before invoking code generation tools, preventing the high cost of rework from poorly understood requirements.

How do I stop overconfident and unvalidated code implementation?

You stop unvalidated implementation by enforcing a strict PROCEED, REVIEW, or STOP decision band based on weighted aggregate scores and safety overrides, ensuring your plan is backed by primary sources and verified utilities.

When do I need to perform a readiness check for code generation?

You need a readiness check when architectural impact and rework costs are significant, specifically before invoking a code executor to ensure your plan has verified existing utilities and primary source evidence.

What are the limitations of using aggregate scoring for implementation gating?

Aggregate scoring for implementation gating relies on accurately evaluating five specific dimensions and applying safety overrides; if primary sources are lacking or existing utilities are unverified, the gate will enforce a REVIEW or STOP outcome.

Does the confidence gate work with existing software architecture validation processes?

Yes, the confidence gate integrates with software engineering workflows by mapping weighted aggregate scores across five dimensions to PROCEED, REVIEW, or STOP outcomes before any code generation begins.