predict_conflicts

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

No annotations are provided, so the description carries full burden. It mentions 'analyzing' which hints at read-only behavior, but does not disclose side effects, permissions, or what the simulation does. The 'simulate' parameter's behavioral impact is left unexplained.

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?

Two sentences with no filler. The information is front-loaded and every clause contributes to understanding the tool's purpose.

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?

No output schema exists, and the description doesn't explain return values, prediction format, or how 'simulate' affects outcomes. For a prediction tool, this leaves significant gaps in understanding what the agent will receive.

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 coverage is 100%, so parameters are already documented. The description adds minimal value beyond 'two branches' and does not elaborate on the 'simulate' parameter or input formatting.

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 'Predict merge conflicts between two branches by analyzing Apex class changes, DML patterns, and metadata dependencies,' providing a specific verb and resource. This distinguishes it from sibling tools like scan or test tools.

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 phrase 'Helps prevent deployment failures' implies use before deployment, but there is no explicit when-to-use or alternative guidance. No exclusions or comparison to siblings are mentioned.

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