autonomous_troubleshooter

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It discloses a 3-phase approach (scan events, check processes, sample) but does not mention side effects, authorization needs, or whether it makes system changes. It mentions sampling and telemetry, which hints at behavioral traits.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise (5 sentences) and front-loaded with the main purpose. It uses bullet points for the 3-phase approach, aiding readability. No fluff, but the 'Args' section could be integrated more naturally.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 1 parameter, no annotations, and an output schema exists (not shown), the description explains the methodology and parameter. Additional details on return format would improve completeness, but the core functionality is well-covered.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 1 parameter with 0% description coverage. The description adds context: 'operation_failure: Description of the failure to investigate.' This clarifies the parameter's role. However, it doesn't specify expected format or examples, which is adequate for a single string parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb+resource: 'Diagnose WHY a Windows operation failed'. It distinguishes from siblings like 'command_execution', 'system_health_card', and 'windows_event_logs' by targeting a specific troubleshooting use case with a structured 3-phase approach. The title is null but the description is clear.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description indicates when to use: when a Windows operation fails and you need root cause analysis. It implies alternatives exist (e.g., event logs, process list) but doesn't explicitly exclude other tools. The 3-phase approach helps set expectations, but guidance on when not to use this tool is missing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.