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• Rename all non-verb tools: msb_check → verify_msb_status, erisa_analysis → analyze_erisa_risk, state_licenses → check_state_licenses, kyc → perform_kyc_check. Follow verb_noun naming pattern consistently.
• Document output schema for all tools. Example for get_employee_spend: 'Returns {employee_id: string, total_spend: number (USD), breakdown: [{category: string, amount: number}], balance: number (USD), last_updated: ISO8601 date}'
• Add format constraints to all parameters. E.g., state parameter: '2-letter state code (CA, NY, TX)' or enum ['CA', 'NY', 'TX', ...]. EIN parameter: 'Format XX-XXXXXXX or XXXXXXXXX'
• Expand tool descriptions to 100-200 characters with WHEN guidance. Example: 'Verify a vendor's MSB registration status. Call this BEFORE check_vendor_eligibility to ensure the vendor is a licensed Money Services Business. Returns registration status (registered, pending, denied) and expiration date.'
• Add error recovery guidance to each tool description. Example: 'If vendor not found, use list_vendors() to discover available vendors. If EIN format is invalid, try without dashes.'
• Add pagination parameters and documentation to list_vendors: 'Returns paginated list of vendors. Use limit (default 20, max 100) and offset (default 0) to fetch additional results. Response includes total count.'
• Add output schema references in responses to enable downstream tool chaining. E.g., get_employer_summary should include which fields (employer_id, employee_ids, etc.) are available for use in subsequent calls.