Production-grade browser action planning engine that matches natural language goals to DOM elements and constructs resilient action DAGs with CSS/XPath fallbacks.
Single tool with critical definition gaps. Tool name 'plan_browser_actions' lacks action verb clarity (should be 'generate_browser_action_plan' or similar). Input schema visible but parameters lack descriptions entirely, 'goal' and 'elements' have no guidance on format, constraints, or usage. Output schema completely undocumented; LLM cannot predict response structure. Description is 97 chars (within range) but generic. No error handling, no validation guidance, no recovery paths. Tool definition inferred from code rather than explicit registration with full schema.
Generate autonomous web browser action sequences with CSS/XPath fallbacks.
Input parameters lack descriptions. 'goal' and 'elements' have no guidance on format, constraints, or when to use each. LLM cannot determine valid input without guessing.
Output schema completely undocumented. Response structure (action_sequence, resilience_grade, etc.) is invisible to LLM. Cannot plan downstream tool calls or extract required fields.
No error handling or recovery guidance. Tool silently returns default elements if none provided; no validation of goal format; no guidance on what to do if planning fails.
Tool name 'plan_browser_actions' is vague. Does not start with clear action verb. 'generate_browser_action_plan' or 'create_browser_action_sequence' would be clearer.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 36 | 2026-07-28+ | v2 |
Parameter 'elements' has default null but no guidance on structure. Should document: array of objects with required fields (tag, id/class, text), or reference a schema.