get_business_context_analysis_plan

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

No annotations are provided, so the description carries the full burden. It mentions the output is markdown-formatted with prompts for LLM analysis and uses AI-powered analysis, but it does not disclose whether the operation is read-only, has side effects, or requires certain conditions. Critically, the description introduces a 'ctx' argument that is not present in the input schema, which is misleading.

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 relatively short and front-loaded with the main purpose, but it includes an unnecessary Args section that is inconsistent with the schema and repeats the plan concept. Some sentences add little value beyond the first line.

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?

This is a simple zero-parameter tool, but the description is not fully complete. It lacks context on how this plan fits into the overall threat modeling workflow and what the plan will contain beyond 'prompts for LLM analysis'. The misleading ctx argument also reduces 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?

The input schema has zero parameters, so the baseline is 4. However, the description describes an 'ctx' parameter that does not exist in the schema, adding confusion rather than meaning. Since the description contradicts the schema, it fails to provide useful parameter semantics.

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 tool gets a business context analysis plan, using the specific verb 'Get' and resource 'business context analysis plan'. It further explains the plan is for analyzing business context descriptions and categorizing business features, which distinguishes it from sibling tools like get_architecture_analysis_plan.

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 implies the tool should be used when a business context analysis plan is needed, but it does not explicitly state when to use it versus alternatives or mention any exclusions. No prerequisite or workflow context is provided.

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