analyze

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

With no annotations provided, the description must disclose behavioral traits, but it only mentions actions and arguments. It does not state whether the tool is read-only, modifies state, requires authentication, or has rate limits. The inclusion of 'ingest_context' suggests possible mutation, but this is not clarified.

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, with a clear header, bulleted action lists, and an Args section. It front-loads the overall purpose. However, the action lists are somewhat verbose and could be compressed, but overall it is well-structured.

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's complexity (many actions, nested context parameter, no annotations, overlapping siblings), the description is insufficient. It does not explain how depth affects each action, what the output contains, or how to chain actions. The agent lacks guidance to use this tool effectively.

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 has no descriptions (0% coverage), so the description compensates by explaining all four parameters: action, subject, context, depth. It clarifies that context contains action-specific parameters like session_id and thought_id, adding meaningful semantics beyond the schema.

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 this tool provides reasoning frameworks, math tools, and thought branching, listing many specific actions. However, the name 'analyze' is generic and the list of actions heavily overlaps with many sibling tools (e.g., five_whys, after_action_review), making it unclear how this tool differs from those separate tools. The purpose is somewhat clear but lacks distinctiveness.

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 the many sibling tools that perform similar actions (e.g., five_whys, bayesian_update). The description does not provide when-not-to-use or alternatives, leaving the agent to guess the selection criteria.

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