Export Hf Dataset

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

Annotations provide destructiveHint: true, but the description does not explain any destructive behavior (e.g., overwriting files, deleting source data). It only mentions producing files. The description adds minimal transparency beyond the annotation, missing key behavioral details.

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 two sentences, front-loaded with the main action, and contains only relevant information. No wasted words.

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?

While the description explains output files and readiness for upload, it does not mention input source location, error scenarios, or prerequisites. For a simple export tool with two optional parameters, this is adequate but not fully comprehensive.

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?

Both parameters are documented in the schema with 100% coverage. The description does not add additional meaning to the parameters; it remains neutral. Baseline score of 3 is appropriate.

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 'Export' and the specific resource ('ThumbGate agent traces and DPO preference pairs') and explains the output format (JSONL and dataset info). It distinguishes from sibling tools like export_dpo_pairs by mentioning both traces and preferences.

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 lacks explicit guidance on when to use this tool versus alternatives. While it implies it's for creating a HuggingFace dataset, it does not mention when not to use it or provide alternatives like export_dpo_pairs. Agents need to infer context.

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