Single tool with basic definition but critical gaps in quality dimensions. Tool has a description and named parameters, but lacks structured output schema documentation, parameter descriptions are minimal, and no error handling guidance. The tool description (183 chars) is within acceptable range but parameters lack proper descriptions per the rubric baseline (100% of A+ tools have param descriptions). No input validation, no error recovery guidance, and no security considerations documented despite accepting external API calls.
Search the latest docs for a given query and library. Supports langchain, openai, llama-index and uv. Args: query: The query to search for (e.g. "Publish a package with UV") library: The library to search in (e.g. "uv") Returns: Summarized text from the docs with source links.
Missing structured output schema documentation. Tool returns concatenated text with source links but no documented return type/field structure. LLMs cannot plan downstream operations or extract fields with certainty.
Parameter descriptions are missing. 'query' parameter lacks format guidance (free text? length limits?). 'library' parameter lists supported values in the main description rather than as an enum constraint, forcing LLM to infer valid options.
No error handling or recovery guidance. Tool raises ValueError if library not supported, but description does not indicate what happens on invalid library, network failure, or no results found. 'No results found' is a string response, not structured error.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 56 | 2026-07-28+ | v2 |
API keys exposed in environment without server-side validation. SERPER_API_KEY and GROQ_API_KEY are loaded via dotenv but no documentation of secret injection pattern or permission scoping.
Hardcoded library list in tool implementation (docs_urls dict) rather than discovered/documented enum. LLM has no way to know supported libraries without calling the tool.
No pagination or result limit enforcement. Tool hardcodes 'num: 2' in search payload but returns all results concatenated, risking context window exhaustion. No next_cursor or limit parameter offered.