bulk_analyze_failures

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

No annotations are provided, so the description must fully convey behavioral traits. It only mentions the analysis outcome without disclosing side effects, permissions, rate limits, or any mutability. The task is likely read-only, but this is not stated.

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 single-sentence purpose, followed by clearly separated Args and Returns sections. No extraneous information is included, and key points are front-loaded.

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 has 2 parameters and an output schema, the description covers its purpose, parameters, and return type. However, it lacks behavioral details such as whether it modifies state or any performance considerations, which slightly limits completeness.

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%, but the description adds an Args section clarifying 'project_id' as the project ID and 'limit' as the maximum number of failed tasks with a default of 10. This adds value beyond the schema's titles and types, though the description is brief.

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 verb 'analyze', the resource 'multiple failed tasks', and the outcome 'identify patterns and common issues'. It effectively distinguishes from the sibling tool 'analyze_task_failure' by emphasizing bulk analysis.

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 does not explicitly state when to use this tool over alternatives like 'analyze_task_failure'. While the name implies bulk usage, no direct comparison or context for selection is provided.

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