home/categories/code-quality/kimasplund-claude-cognitive-reasoning-skill-frameworks-confidence-check-skills-skill-md
code-qualitytesting-security
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 per prevented error.
maintainer
kimasplund
Обновлено 1/19/2026
Звёзды
0
Форки
0
quick start
Installation and usage
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 per prevented error.
Установка
$ install --globalskills.sh
Использование
После установки вы можете использовать этот skill, выполнив следующую команду в терминале:
skills use confidence-check-skills