home/categories/security/krzemienski-shannon-framework-skills-confidence-check-skill-md
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confidence-check

5-check quantitative validation ensuring 90% confidence before implementation. Prevents wrong-direction work through systematic verification: duplicate check (25%), architecture compliance (25%), official docs (20%), working OSS (15%), root cause (15%). Thresholds: ≥90% proceed, ≥70% clarify, <70% STOP. Proven 25-250x token ROI from SuperClaude.

krzemienski
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krzemienski
Actualizado 12/31/2025
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quick start

Installation and usage

5-check quantitative validation ensuring 90% confidence before implementation. Prevents wrong-direction work through systematic verification: duplicate check (25%), architecture compliance (25%), official docs (20%), working OSS (15%), root cause (15%). Thresholds: ≥90% proceed, ≥70% clarify, <70% STOP. Proven 25-250x token ROI from SuperClaude.

Instalación
$ install --globalskills.sh
Uso

Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:

skills use confidence-check