Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install kevinzai-commander-skills-confidence-checkgit clone https://github.com/KevinZai/commander.gitcp commander/SKILL.MD ~/.claude/skills/kevinzai-commander-skills-confidence-check/SKILL.md--- name: confidence-check version: 1.0.0 description: | Pre-execution confidence assessment. Rate confidence 0-100% across 4 dimensions before proceeding with any plan. Prevents wrong-direction work and saves tokens. Inspired by SuperClaude Framework's confidence checking pattern. triggers: - "check confidence" - "confidence check" - "how confident are you" - "assess confidence" --- # Confidence Check Before executing any plan or implementation, assess your confidence level. ## Process ### Step 1: Rate 4 Dimensions (0-100%) | Dimension | Question | Score | |-----------|----------|-------| | **Requirements** | Do I fully understand what's being asked? | _/100 | | **Approach** | Do I know how to implement this? | _/100 | | **Edge Cases** | Have I considered failure modes and edge cases? | _/100 | | **Verification** | Can I prove the result works? Do I have a test plan? | _/100 | ### Step 2: Calculate Overall Score Average the 4 dimensions → **Overall Confidence: _%** ### Step 3: Act on Score #### 90-100%: HIGH CONFIDENCE - Proceed with implementation - Execute the plan as designed - Token savings: maximum (no wasted exploration) #### 70-89%: MODERATE CONFIDENCE - Present 2-3 alternative approaches - Ask 2-3 clarifying questions - Only proceed after questions are answered - Token savings: significant (prevents partial wrong-direction work) #### Below 70%: LOW CONFIDENCE - STOP. Do not implement. - List exactly what is unclear or unknown - Ask focused questions to raise confidence - Research or explore the codebase for answers - Re-assess after gathering information - Token savings: massive (prevents entire wrong-direction session) ### Step 4: Post-Implementation Validation After completing implementation, run the **Four-Question Check**: 1. **Tests**: All tests passing? (run them, don't assume) 2. **Requirements**: Every requirement from the spec is met? (check each one) 3. **Assumptions**: No assumptions made without verification? (list any) 4. **Evidence**: Can I show evidence for each claim? (screenshots, test output, logs) If any answer is "no" → fix before marking done. ## ROI This pattern saves 25-250x tokens by catching wrong-direction work before it starts: - 90%+ confidence: 1x cost (proceed normally) - 70-89%: 2-3x cheaper than fixing after (questions cost less than rework) - <70%: 25-250x cheaper (prevents entire wasted implementation sessions) ## Credit Inspired by the SuperClaude Framework's confidence checking and four-question validation patterns.