This server has severe definition quality issues. The single tool 'execute_skill_action' has a reasonable name starting with a verb, but the description is vague and lacks actionable context. Input schema is present with two parameters (neural_policy_graph, formal_spec_language), both with descriptions, but the schema lacks type declarations (string types are inferred from examples, not explicit). No output schema is documented anywhere, the client.py shows a mock response structure, but this is not part of the actual MCP server definition. The tool makes extraordinary claims (provably safe superintelligence, 100% loss prevention guarantees) without any error handling, validation, or recovery guidance. No parameter constraints (enums for formal_spec_language), no pagination, no idempotency markers. The implementation is a stub that prints JSON and exits, it does not actually execute any verification logic.

• Add explicit 'type' fields to all parameters in the input schema. Change neural_policy_graph and formal_spec_language to include 'type': 'string' in the JSON schema definition.
• Convert formal_spec_language to an enum with explicit allowed values: ['COQ_LEAN4_THEOREM_PROVER', 'LEAN_4_FORMAL_PROVER']. Add any other valid theorem prover identifiers.
• Document the complete output schema with field names, types, and descriptions. Include verification_proof_id (string), theorem_prover_system (string), invariant_safety_lemmas_verified (integer), unbounded_loss_prevention_guarantee_pct (number 0-100), reward_hacking_susceptibility_score (number), provably_safe_general_intelligence_certified (boolean), formal_kernel_verification_time_seconds (number).
• Expand the tool description to 100-200 characters explaining: (1) What verification is performed, (2) When to call this tool, (3) What the response indicates, (4) Any prerequisites (e.g., valid S3 path, theorem prover availability).
• Add error handling documentation: What happens if the S3 path is invalid? If the theorem prover is unavailable? If verification times out? Provide recovery guidance for each error case.