Loading ToolBench
Authoritative CSLA .NET (cslanet) framework knowledge base providing access to code samples, documentation, and examples for CSLA concepts including business objects, data portal operations, validation, authorization, and property implementations.
Two tools with reasonable descriptions and clear functionality, but significant gaps in schema completeness, parameter descriptions, and output documentation. The 'Search' tool has a properly structured input schema with descriptions, but 'Fetch' lacks meaningful parameter details. Neither tool documents its output schema explicitly. Error handling is present but lacks recovery guidance. The server targets a niche knowledge-base domain (CSLA.NET), which is well-suited to read-only operations, but the tool definitions need refinement for LLM-reliable invocation.
Fetches a specific CSLA.NET document, code sample, or snippet by name. Returns the content of the file that can be used to understand concepts and properly implement code that uses CSLA .NET.
Natural-language query describing the CSLA concept or pattern you need. Use short phrases such as editable root save, data portal authorization rule, or read-only list fetch. Combine the most relevant keywords; the string feeds both semantic and keyword search scorers. Returns JSON array with file name and relevance scores.
Output schema not documented for either tool. LLMs cannot reason about downstream field usage or plan chained calls.
'Fetch' tool parameter 'fileName' lacks guidance on expected format, naming convention, or how it relates to Search results. LLMs will guess.
No pagination or result-limit documentation for 'Search' tool. Response structure undefined, is it paginated? How many results? This invites context window exhaustion.
Error responses return JSON with 'Error' and 'Message' fields, but no actionable recovery guidance. A missing file returns generic ErrorResult; LLM cannot decide whether to retry, search differently, or ask the user.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-22 | D | 56 | <=2025-11-25 | v2 |
| 2026-03-09 | F | 47 | - | v1 |
'version' parameter marked nullable but defaults to 'highest version available', behavior is implicit and undocumented. LLMs cannot reliably control version targeting.