lhl/realitycheck/rc-validate

Data Validation

Validate Reality Check database integrity and referential consistency. Run after adding data or before committing.

Usage

/skill:rc-validate [--strict] [--json]

Validate Reality Check database integrity and referential consistency.

Usage

rc-validate
# or: uv run python scripts/validate.py

Options

• --strict: Fail on warnings (not just errors)
• --json: Output results as JSON
• --fix: Attempt to auto-fix simple issues (use with caution)

Checks Performed

1. Schema validation - All records match expected schema
2. ID format - Claim IDs match DOMAIN-YYYY-NNN format
3. Referential integrity - All source_ids point to existing sources
4. Embedding completeness - All records have vector embeddings
5. Required fields - No missing required fields
6. Duplicate detection - No duplicate IDs

Output

Validation Results:
- Claims: 42 checked, 0 errors, 1 warning
- Sources: 15 checked, 0 errors, 0 warnings
- Chains: 3 checked, 0 errors, 0 warnings
- Predictions: 8 checked, 0 errors, 0 warnings
 
Status: OK (1 warning)

When to Run

• After adding new claims/sources
• Before committing data changes
• As part of CI/CD pipeline
• When debugging data issues

Related Skills

• /skill:check
• /skill:rc-stats