BotTrade exposes 10 tools with reasonable naming (verb_noun pattern) and basic descriptions. However, critical gaps exist: parameter descriptions are sparse or missing entirely (e.g., 'agent_info' in start_run lacks detail), output schemas are undocumented, and error handling guidance is absent. Tool names are clear (list_scenarios, get_scenario, queue_trade, step, publish_run), but descriptions average ~60 chars, below the 194-char baseline for A+ tools. No tool documents what it returns or how to chain calls. Security-sensitive operations (publish_run) lack confirmation patterns or dry-run support despite being irreversible.

• Document output schema for every tool. Example: 'Returns {run_id: string, status: "active"|"completed", cash: number, positions: [{symbol: string, quantity: number}]}'.
• Expand parameter descriptions with constraints and examples. For 'count' in step, add: 'Number of bars to advance (1-1000, default 1)'. For 'agent_info', specify expected object structure.
• Add confirmation pattern to publish_run: require explicit confirm=true parameter and document that this action is irreversible.
• Include error recovery guidance in tool descriptions. E.g., 'If run_id not found, ensure you called start_run() first and have the correct run_id.'
• Add dependency hints to tool descriptions. E.g., start_run description: 'Call this first to create a run. Then call queue_trade() and step() to advance the simulation.'