Confidence Check Skills
by @kimasplund
Type
Instruction
Platforms
Claude CodeClaude.aiAPI
Best for
developer
Resources
Confidence Check Skills
Pre-implementation validation framework requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, documentation, OSS references, and root cause understanding. Use before implementing features, fixes, or refactoring to save 5K-50K tokens p
How it works
Pre-implementation validation framework requiring ≥90% confidence before coding. Prevents wrong-direction work by assessing duplicates, architecture alignment, documentation, OSS references, and root cause understanding. Use before implementing features, fixes, or refactoring to save 5K-50K tokens p
Tags
kimasplundcode-review