Local, fail-closed verified reuse for AI agents. Provides query-before-work capability for safe component adoption with local verification.
Single tool with minimal documentation. Tool name 'limitless_query_before_work' is awkwardly long and unclear (54 chars vs baseline 18). Description is vague ('Select one permissioned exact component or source-free method, or abstain'), 95 chars, lacks WHAT/WHEN/WHY clarity. Input schema loaded from external file (query-0.1.schema.json), cannot verify parameter types, descriptions, or constraints from source. Output schema also external (decision-0.1.schema.json), not visible. Tool annotations present (readOnlyHint, openWorldHint) but insufficient to compensate for missing schema visibility. No error handling guidance in code. No parameter documentation visible.
Select one permissioned exact component or source-free method, or abstain.
Input and output schemas loaded from external files; cannot verify parameter types, descriptions, or constraints from source code.
Tool name 'limitless_query_before_work' (54 chars) is verbose and does not start with a clear action verb. Baseline tool name length is 18 chars. Name should be verb_noun (e.g., 'query_component' or 'select_component') to help LLMs infer intent.
Tool description (95 chars) is vague and domain-specific jargon ('permissioned exact component', 'source-free method'). Does not answer WHAT the tool does, WHEN to use it, or what it returns. Baseline descriptions are 194 chars and include clear context.
No visible error handling guidance in mcp_server.py. Tool raises McpToolCallError on invalid name or CatalogError, but error messages are not actionable for LLM recovery (e.g., no suggestion of alternative tools or next steps).
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 34 | 2025-06-18+ | v2 |
Tool serves a specialized verification/reuse domain (cryptographic component selection) with no general-purpose utility. Single tool limits agent composability and does not follow multi-tool patterns for discovery, validation, and execution.