akai_cli

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

No annotations are provided, and the description fails to disclose any behavioral traits. For a tool that can execute arbitrary CLI commands via 'args' and 'stdin', it is critical to indicate whether it modifies state, requires authentication, or poses destructive risks. The description omits all such information.

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 a single sentence, which is concise, but it lacks structure and fails to convey essential details. It is minimal but not efficiently informative.

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 a CLI dispatcher tool that accepts arbitrary arguments and stdin, the description is severely incomplete. No output schema is provided, and there is no indication of return values, error behavior, or security implications. The tool likely requires extensive external documentation.

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?

The schema has 100% description coverage, documenting 'args' as CLI arguments and 'stdin' as optional data. However, the description adds no additional meaning beyond the schema, and the purpose of the parameters (e.g., how they are combined or executed) is not clarified.

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 identifies 'akai_cli' as a 'unified CLI dispatcher' under 'platform' category, but it does not specify what CLI commands it dispatches or what resource it acts upon. It is not a tautology as it adds some context, but it lacks specificity to distinguish it from other tools clearly.

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?

There is no guidance on when to use this tool versus its many siblings. The label 'unified CLI dispatcher' implies it may be a catch-all for CLI commands, but no context, prerequisites, or exclusion criteria are provided.

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