Five tools with complete schemas, descriptions, and parameter types. Tool names follow verb_noun pattern (autonomous_read_file, autonomous_write_file, etc.). Descriptions are detailed (100-250 chars) and explain WHAT, WHEN, and consequences. Parameters have types, descriptions, and constraints (minLength, maxLength, pattern, defaults). Output schemas not explicitly documented in source. Error handling guidance present in descriptions but not formalized. Tool annotations present (read_only_hint, destructive_hint, idempotent_hint) in code. Composition is clean, each tool has one responsibility. No security issues detected (no secrets in params, workspace-scoped access enforced). Naming is clear and distinguishes tools well (read vs write vs recover vs status vs list).

• Document output schemas for all five tools. Specify the structure of responses (e.g., autonomous_read_file returns {content: string, sha256: string, attempt_id: string, truncated: boolean, char_count: integer}). This enables agents to plan downstream tool calls and extract the right fields.
• Expand autonomous_recover_incomplete description to 150+ chars explaining: when to call it (after process restart or uncertain operation), what it does (reconciles local state vs broker ledger), and what the agent should do with the result (check attempt status for each returned operation).
• Add a warning to autonomous_list_recursive: 'For large workspaces, set max_depth to limit recursion depth and avoid timeout. Unlimited depth may traverse thousands of files.' Also consider capping default max_depth to a reasonable value (e.g., 10).
• Formalize error handling by documenting expected error responses for each tool. E.g., 'If path is outside workspace, returns error code INVALID_PATH with message: "Path must be inside workspace: /configured/workspace". Call autonomous_list_recursive to discover valid paths.'
• Add a note to autonomous_write_file: 'If overwrite=false and file exists, returns error code FILE_EXISTS. Set overwrite=true to replace, or choose a different path.' This prevents silent failures and guides agent retry logic.