run_ad_hoc

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

With no annotations provided, the description carries the full burden of behavioral disclosure but offers minimal information. It mentions running commands against hosts but doesn't cover critical aspects like execution environment, permissions required, error handling, output format, or whether this is a read-only or mutative operation. For a tool that likely executes commands on remote systems, this represents significant gaps in transparency.

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 extremely concise - a single sentence that directly states the tool's purpose without any unnecessary words. It's front-loaded with the core functionality and wastes no space on redundant information. This represents optimal conciseness for the minimal content provided.

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 complexity of running Ansible commands (6 parameters including nested objects, no output schema, and no annotations), the description is severely incomplete. It doesn't explain what the tool returns, how errors are handled, what permissions are needed, or provide any context about the execution environment. For a potentially powerful automation tool, this leaves critical gaps in understanding.

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?

With 0% schema description coverage for all 6 parameters, the description provides no information about parameter meanings or usage. It doesn't explain what 'pattern', 'module', 'args', 'inventory', 'become', or 'extra_vars' represent or how they should be used, leaving the agent to guess based on parameter names alone. The description fails to compensate for the complete lack of schema documentation.

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 clearly states the action ('Run') and target ('Ansible ad-hoc command against specified hosts'), providing a specific verb+resource combination. However, it doesn't explicitly differentiate this tool from sibling tools like 'run_playbook' or 'list_tasks', which also involve Ansible operations, leaving some ambiguity about when to choose this specific ad-hoc approach.

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 provides no guidance on when to use this tool versus alternatives like 'run_playbook' for more complex automation or 'list_inventory' for host management. There's no mention of prerequisites, typical use cases, or limitations, leaving the agent with minimal context for tool selection.

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