LocalHands provides 10 tools with basic schemas and descriptions, but falls short of production quality. All tools have descriptions (10-50 chars, below the 50-200 char baseline for LLM optimization) and input schemas with type definitions. However, descriptions are generic and lack actionable context. No output schemas are documented. Error handling is absent, tools do not guide recovery or categorize failures. Parameter descriptions are minimal (e.g., 'Path to the file to read' for read_file). No tool annotations (readOnlyHint, destructiveHint, idempotentHint) despite clear risk levels (DESTRUCTIVE, IRREVERSIBLE). No pagination support for list_directory or search_files. No confirmation/dry-run for destructive operations (delete_path, run_bash). Tool composition is reasonable (single responsibility), but descriptions do not explain when to use each tool or dependencies between them.

• Expand all tool descriptions to 50-200 characters. Include WHAT (action), WHEN (use case), and CONSTRAINTS (path restrictions, file size limits, timeout behavior). Example: 'Read a file from allowed paths (max 10MB, UTF-8 encoded). Use for config files, logs, or source code. Returns full content as string. Fails if path is outside allowed directory.'
• Document output schemas for all tools. Specify field names, types, and meanings. E.g., list_directory should return {files: [{name: string, size: int, modified: ISO8601}], total: int, next_cursor?: string}.
• Add tool annotations: mark read_file, list_directory, search_files, grep, screenshot as readOnlyHint=true; mark delete_path, run_bash as destructiveHint=true; mark write_file, download_file, upload_file as idempotentHint=false (or true if idempotent).
• Implement error handling with recovery guidance. E.g., 'File not found at /path/to/file. Check path spelling or use search_files() to locate it.' Categorize errors as retryable (timeout, rate limit) vs user-fixable (invalid path, permission denied) vs fatal.
• Add confirmation/dry-run for delete_path and run_bash. E.g., delete_path accepts a 'confirm' boolean parameter; run_bash accepts 'dry_run' to show what would execute without running it.