chimera_meta_learn

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

No annotations are provided, so the description carries the full burden of behavioral transparency. It mentions the tool records adaptation events and lists actions, but fails to disclose side effects (e.g., whether 'record' mutates state, whether 'stats' is read-only), performance implications, or required permissions. This is a significant gap for a tool with write potential.

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 very concise at two sentences with no redundant words. It is front-loaded with the core purpose. However, the first sentence could be clearer by separating the list 'context, action, outcome' from the enumeration of actions, but it remains terse and efficient.

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?

With 6 parameters, no output schema, and no annotations, the description is incomplete. It explains the 'action' parameter but leaves the other five parameters unexplained. The behavior of the 'stats' action is not described, and return values are omitted. The tool's overall function is hinted but not fully detailed.

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 description coverage is 0%, meaning no parameters are explained in the schema. The description adds meaning only for the 'action' parameter by listing valid values 'record' and 'stats'. Other parameters like context, action_taken, outcome, confidence, and namespace are not mentioned at all. Given low coverage, the description should compensate by explaining all parameters but does not.

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 'Record adaptation events (context, action, outcome)' and specifies two actions 'record' and 'stats', giving a specific verb and resource. It distinguishes the tool's function somewhat, but could be clearer on what constitutes an adaptation event and how its two actions differ. Among 50+ sibling tools, it does not strongly differentiate from similar ones like chimera_metacognize.

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 on when to use this tool versus alternatives is provided. The description only states what the tool does, with no mention of context, prerequisites, or when to choose 'record' vs 'stats'. The large sibling list offers no hints for selection.

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