akai_orchestrate

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

With no annotations and a bare description, there is no disclosure of side effects, dependencies, required permissions, or any behavioral traits. The agent has no insight into what executing this tool entails.

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 short, but this brevity comes at the cost of usefulness. It is under-specified rather than concise, providing only a name and category with no actionable content.

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 lack of an output schema and no annotations, the description should at least explain what an 'operator' does. It fails to provide minimal context about functionality, behavior, or return values, leaving the agent with insufficient information.

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 input schema covers 100% of parameters with descriptions ('CLI arguments to pass to the operator' and 'Optional stdin data'). The tool description adds no further meaning, so the baseline score of 3 applies.

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 repeats the tool name ('AkaiOrchestrate operator') and adds a category label 'pipeline'. It lacks a specific verb or resource, making it hard to understand what the tool actually does. Among many sibling tools with similar patterns, this does little to differentiate.

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?

No guidance is provided on when to use this tool versus alternatives such as 'akai_pipeline' or other operators. There is no mention of prerequisites, exclusions, or typical use cases.

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