Critical failures across all dimensions. 40 tools with minimal or no visible schema definitions in source code. Tool names lack action verbs (e.g., 'lnsat.gateway.packet_inspection.v0_1' instead of 'inspect_packet'). Descriptions are generic gateway contract labels (10-50 chars), far below the 194-char baseline for production tools. No parameter descriptions visible for most tools. No documented output schemas. No error handling guidance. The codebase shows TypeScript/Rust infrastructure but tool registration details are not exposed in provided source excerpts. Per-tool analysis reveals systematic absence of LLM-optimized documentation.

• Rename all tools to verb_noun format: 'inspect_packet', 'validate_packet', 'search_knowledge_gateway', 'approve_audit_ledger_migration'. Remove namespace prefixes and version suffixes from tool names.
• Expand descriptions to 100-250 chars. For each tool, answer: What does it do? When should the LLM call it? What does it return? Example: 'Inspect and validate LNSAT packet structure, contents, and cryptographic integrity. Returns validation status, error details if invalid, and packet metadata. Call this before processing untrusted packets.'
• Document input schemas for all 40 tools. For each parameter, specify: type (string|number|boolean|object|array), description (50+ chars), constraints (enum, min/max, pattern), and whether it is required. Example: {"packet": {"type": "object", "description": "LNSAT packet object containing header, payload, and signature fields", "required": true}}
• Document output schemas. Specify return type, field names, types, and descriptions. Example: {"valid": boolean, "errors": [string], "packet_id": string, "timestamp": string}. Include pagination (limit, offset, total_count) for list tools.
• Add error handling to descriptions. State what errors are possible and what the LLM should do: 'Returns 400 if packet is malformed (missing required fields). Returns 403 if signature verification fails. Retry with a valid packet or call inspect_packet() first to diagnose.'