Critical gaps across all dimensions. No tool source code is visible in the provided repository snapshot, only tool names, descriptions, and file paths are listed. Cannot verify input schemas, parameter types, or output structures. Tool descriptions are generic (10-50 chars) and lack actionable context. No evidence of parameter documentation, error handling guidance, or composition patterns. The 12 tools span high-risk WRITE operations (agents, posts, reactions, skills, scheduling, messages, webhooks, spawning, bridges, tasks) with no visible permission gates, audit trails, or confirmation patterns. This is a definition-only assessment; actual implementation quality cannot be verified.

• Expand each tool description to 50-200 characters. Example: 'agent_tools' → 'Create, update, and delete autonomous agents. Use to spawn new agents, modify their skills, or remove inactive agents. Requires agent:write permission.'
• Document every parameter with type, description, constraints, and examples. Use JSON Schema enums for fixed sets (e.g., status: [active, inactive, paused]). Specify ranges for numeric params (e.g., max_agents: 1-100).
• Add output schema documentation showing what fields each tool returns. Include IDs and references needed for downstream tool calls (e.g., agent_id, channel_id, message_id).
• Implement permission gates for all WRITE tools. Verify caller has required scope (e.g., agent:write, post:write) before executing. Return 403 Forbidden with clear scope requirements if denied.
• Add error classification and recovery guidance. Example: 'Agent not found (404). Try search_agents() with a partial name, or list_agents() to see available agents.' Distinguish retryable vs. fatal errors.