Logic Validator

When to Use

Use This Skill When

• Before making product recommendations or quotations
• Before generating data analysis reports
• For budget-plan matching checks
• When unit conversions are prone to errors
• When verifying the accuracy of factual statements
• Before any output that may involve common-sense errors

Do NOT Use This Skill If

• If the output is purely subjective opinions
• If it does not involve specific values or factual judgments
• In creative writing or artistic creation scenarios
• If the user explicitly requests a quick response (non-critical decision)

Typical Trigger Phrases

• "Help me recommend..."
• "Buy... with a budget of 300 yuan"
• "Analyze this data"
• "Is this quotation reasonable?"
• "Check the logic for me"
• "Validate this proposal"

• "Recommend a product"
• "Is this price reasonable?"
• "Analyze this data"
• "Check my logic"
• "Validate this plan"
• "Budget matching check"

Workflow

Step 1: Identify Validation Scenarios

• Product recommendation
• Data analysis
• Proposal suggestion
• Factual statement

Step 2: Run the Validation Checklist

Step 3: Identify Issues

Step 4: Output Corrected Results

Guardrails

Validation Checklist

1. Price Rationality Validation

□ Does the product price conform to market common sense?
□ Is there confusion between "genuine products" and "counterfeits/substitutes"?
□ Has brand premium vs ordinary brands been considered?
□ Is there a unit trap between 1kg vs 100g?

2. Authenticity Verification

□ Is there a distinction between "genuine products" and "flavor/blend/substitutes"?
□ Are origin/certification marks clearly stated?
□ Have common counterfeit phrases been alerted?

3. Requirement-Proposal Matching Validation

□ Is the user's requirement clear?
□ Does the budget match the requirement?
□ Is the proposal within the budget?
□ Have multiple options been provided?

4. Data Consistency Validation

□ Are data from different sources consistent?
□ Are there obvious contradictions?
□ Is the timestamp reasonable?

5. Unit Conversion Validation

□ Are units unified? (kg vs g, yuan vs USD)
□ Is the calculation correct? (Unit price = Total price / Quantity)

Quick Self-Check Process

User's question → Understand requirement → Generate answer
              ↓
        [Pre-validation]
              ↓
    1. Is the price reasonable? (Common sense check)
    2. Is there confusion about authenticity? (Keyword check)
    3. Does the requirement match the budget? (Logic check)
    4. Are units consistent? (Conversion check)
              ↓
    Issue found → Correct answer / Provide multiple options
    No issues → Send answer
              ↓
        [Additional Notes]
    - Clearly label "genuine" vs "substitute"
    - Provide multiple options within budget
    - Alert potential risks

Category-Specific Validation

Coffee Products

Electronics

Alcohol

Related Skills

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