arcade-mcp/toolkits/linear/evals/eval_issues.py
Shub 0b1f513826
Add Simplified Linear Toolkit (#465)
This PR adds a simplified Linear toolkit focused on core functionality:

## What's Included

**Tools:**
- `get_issue` - Get detailed information about Linear issues
- `get_teams` - Get team information and details

**Models:**
- `DateRange` enum with comprehensive date range support (TODAY,
YESTERDAY, THIS_WEEK, LAST_WEEK, THIS_MONTH, LAST_MONTH, THIS_YEAR,
LAST_YEAR, LAST_7_DAYS, LAST_30_DAYS)
- Timezone-aware datetime handling following Google toolkit patterns

## What's Simplified

This toolkit has been streamlined by removing:
- Cycles management tools
- Projects management tools  
- Users management tools
- Workflows management tools
- Corresponding tests and evaluations for removed features

## Quality Assurance

- All linting and formatting checks pass
- Comprehensive test coverage for included functionality
- Follows established patterns from Google toolkit

---------

Co-authored-by: Eric Gustin <34000337+EricGustin@users.noreply.github.com>
2025-07-18 14:08:58 -07:00

103 lines
3 KiB
Python

"""
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