ghidra_analyze

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

No annotations are provided, so the description carries full burden. It only states the action and mode; it does not disclose side effects, output format, whether the binary is modified, or any prerequisites. An agent has no idea what a 'headless Ghidra analysis' entails behaviorally.

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 a single, front-loaded sentence with no filler. It is efficient and to the point, though extremely minimal; it avoids verbosity but could be more substantive without losing conciseness.

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 no output schema and no elaboration on what analysis performs or returns, the description is incomplete for an agent. It doesn't clarify the difference between 'basic' and 'full' analysis, nor does it explain the result format, making it insufficient for confident invocation.

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 already provides descriptions for both parameters (filePath and analysisType), giving 100% coverage. The tool description adds no additional parameter semantics, so it stays at the baseline of 3.

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 action ('Analyze') and the resource ('binary') with a specific method ('Ghidra headless mode'), which distinguishes it from generic analysis tools. However, 'analyze' is broad and doesn't explicitly differentiate from closely related siblings like ghidra_decompile or analyze_binary.

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 offers no guidance on when to use this tool versus alternatives. With sibling tools such as ghidra_decompile, radare2_analyze, and analyze_binary, the lack of any comparison or selection criteria leaves the agent without direction.

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