""" Evaluation suite for Linear get_issue tool. """ from arcade_evals import ( BinaryCritic, EvalRubric, EvalSuite, ExpectedToolCall, tool_eval, ) from arcade_tdk import ToolCatalog import arcade_linear from arcade_linear.tools.issues import get_issue # Evaluation rubric rubric = EvalRubric( fail_threshold=0.85, warn_threshold=0.95, ) # Tool catalog catalog = ToolCatalog() catalog.add_module(arcade_linear) @tool_eval() def get_issue_eval_suite() -> EvalSuite: """Comprehensive evaluation suite for get_issue tool""" suite = EvalSuite( name="Get Issue Evaluation", system_message=( "You are an AI assistant with access to Linear tools. " "Use them to help the user get detailed information about Linear issues." ), catalog=catalog, rubric=rubric, ) suite.add_case( name="Get complete issue details", user_message="Show me complete details for issue API-789", expected_tool_calls=[ ExpectedToolCall( func=get_issue, args={ "issue_id": "API-789", "include_comments": True, "include_attachments": True, "include_relations": True, "include_children": True, }, ), ], critics=[ BinaryCritic(critic_field="issue_id", weight=0.6), BinaryCritic(critic_field="include_comments", weight=0.1), BinaryCritic(critic_field="include_attachments", weight=0.1), BinaryCritic(critic_field="include_relations", weight=0.1), BinaryCritic(critic_field="include_children", weight=0.1), ], ) suite.add_case( name="Get issue dependencies", user_message="Find all dependencies for issue PROJ-100", expected_tool_calls=[ ExpectedToolCall( func=get_issue, args={ "issue_id": "PROJ-100", "include_relations": True, }, ), ], critics=[ BinaryCritic(critic_field="issue_id", weight=0.7), BinaryCritic(critic_field="include_relations", weight=0.3), ], ) suite.add_case( name="Get issue with sub-issues and dependencies", user_message="Get issue FE-123 with all related sub-issues and dependencies", expected_tool_calls=[ ExpectedToolCall( func=get_issue, args={ "issue_id": "FE-123", "include_relations": True, "include_children": True, }, ), ], critics=[ BinaryCritic(critic_field="issue_id", weight=0.5), BinaryCritic(critic_field="include_relations", weight=0.25), BinaryCritic(critic_field="include_children", weight=0.25), ], ) return suite