confidence-check-skills
CommunityValidate before coding to save tokens and time.
Software Engineering#validation#pre-implementation#ChromaDB#documentation-review#confidence-check#architecture-alignment#duplication-detection
Authorkimasplund
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a quantified pre-implementation validation framework to prevent wasted development effort by ensuring high-confidence plans before coding.
Core Features & Use Cases
- Five-factor model: checks duplicates, architecture alignment, documentation, OSS references, and root-cause analysis.
- Automated tooling integration: leverages Glob, Grep, Read, WebSearch, and optional semantic search with ChromaDB.
- Use Case: Before adding a new feature, refactor, or integration, run confidence checks to decide PROCEED, CLARIFY, or STOP.
Quick Start
Run the confidence-check-skills at the start of a task by invoking the skill in the agent prompt, execute the 5-factor assessment using the supported tools, interpret the resulting confidence, and apply the 0.90/0.70 decision thresholds to decide PROCEED, CLARIFY, or STOP.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: confidence-check-skills Download link: https://github.com/kimasplund/claude_cognitive_reasoning/archive/main.zip#confidence-check-skills Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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