ai_test_connection

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

With no annotations provided, the description carries full burden. It discloses the tool's diagnostic purpose and simple request behavior, but lacks details on what constitutes a 'simple request,' expected response format, error handling, or any rate limits. It adequately describes the core behavior but misses operational specifics.

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, efficient sentence that front-loads the purpose ('Test DeepSeek API connection') and immediately provides usage context. Every word earns its place with zero redundancy or wasted phrasing.

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 low complexity (0 parameters, no output schema, no annotations), the description is reasonably complete for a diagnostic utility. It covers purpose and usage context well, but could benefit from mentioning expected output format or success/failure indicators to fully guide the agent.

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 tool has 0 parameters with 100% schema description coverage. The description adds no parameter information (as none exist), which is appropriate. Baseline for 0 parameters is 4, as no compensation is needed for missing parameter documentation.

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 specific verb ('test') and resource ('DeepSeek API connection'), with explicit purpose ('diagnose connection issues'). It distinguishes itself from all sibling tools, which are music/pattern-related, by focusing on API connectivity testing.

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 explicitly states when to use this tool: 'to diagnose connection issues.' It implies when not to use it (for actual music/pattern operations) by contrasting with sibling tools, and provides clear context for troubleshooting scenarios.

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