Generate visual AI automation workflows from Claude, Cursor, Windsurf, Cline, or any MCP-compatible client. Describe a business process, get an interactive workflow map you can edit and share.
Single tool with adequate naming and schema, but description lacks depth and parameter descriptions are minimal. The tool name 'generate_obscura_workflow' follows verb_noun convention and is clear. Input schema is present with proper types and an enum constraint on 'industry'. However, the 'industry' parameter description states '(optional)' but the schema does not reflect this, it's not in the 'required' array, creating a mismatch. The tool description (194 chars) is within baseline range but lacks WHEN to use it and what the LLM should expect in the response. No output schema is documented, forcing the LLM to infer the response structure. The 'description' parameter lacks guidance on format, length, or content expectations.
Generate a visual AI automation workflow for a business process. Returns a shareable link to an interactive canvas on obscuraai.xyz where the workflow can be viewed, edited, and exported. Use when a user wants to map out an automation, workflow, or AI system for their business.
Output schema not documented. LLM cannot infer response structure (e.g., does it return a URL string, an object with URL + metadata, or a workflow ID?). This violates pattern:tool and forces the LLM to guess downstream behavior.
Parameter 'description' lacks format/length guidance. No indication of minimum length, expected content structure, or examples of good vs. bad input. Baseline: 72 chars avg param description; this one is ~80 chars but vague on constraints.
Tool description does not explain WHEN to use it vs. alternatives or what the LLM should do with the returned link. Baseline: 194 chars is acceptable length, but content lacks context for selection and next-step guidance.
Parameter 'industry' marked optional in description but enum constraint suggests it's a controlled set. No guidance on what happens if omitted or how it affects workflow generation.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 57 | 2026-07-28+ | v2 |