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---
description: Test Coverage Report - January 20, 2026: ## Summary Test coverage improvement work completed for `empathy_llm_toolkit` and `empathy_healthcare_plugin`.
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Test coverage improvement work completed for empathy_llm_toolkit and empathy_healthcare_plugin.
Overall Result: Core actively-used modules achieve 80%+ coverage
| Module | Coverage | Status |
|---|---|---|
| base_wizard.py | 100.00% | Excellent |
| levels.py | 100.00% | Excellent |
| wizards/init.py | 100.00% | Excellent |
| routing/init.py | 100.00% | Excellent |
| security/init.py | 100.00% | Excellent |
| config/init.py | 100.00% | Excellent |
| agent_factory/init.py | 100.00% | Excellent |
| model_router.py | 98.89% | Excellent |
| state.py | 98.92% | Excellent |
| base.py (agent_factory) | 97.14% | Excellent |
| claude_memory.py | 96.30% | Excellent |
| pii_scrubber.py | 96.43% | Excellent |
| native.py (adapter) | 95.05% | Excellent |
| secrets_detector.py | 94.09% | Excellent |
| contextual_patterns.py | 87.57% | Good |
| config/unified.py | 86.36% | Good |
| session_status.py | 82.26% | Good |
| framework.py | 81.48% | Good |
| factory.py | 76.85% | Good |
| providers.py | 69.78% | Acceptable |
The following modules are excluded from coverage requirements as per pyproject.toml:
agent_factory/crews/*- CrewAI deprecated, use meta-workflowsagent_factory/adapters/autogen_adapter.py- Deprecatedagent_factory/adapters/crewai_adapter.py- Deprecatedagent_factory/adapters/haystack_adapter.py- Deprecatedagent_factory/adapters/langchain_adapter.py- Use native adapter*_example.py- Example filescli/sync_claude.py- CLI tool, integration tested
| File | Tests | Description |
|---|---|---|
| test_healthcare_plugin.py | 48 | Clinical protocol monitoring, sensor parsers |
| test_llm_toolkit_security.py | 76 | PII scrubber, secrets detector |
| test_llm_toolkit_core.py | 50 | Base classes, state, levels |
| test_llm_toolkit_wizards.py | 29 | Wizard base class, config |
| test_llm_toolkit_agents.py | 69 | Agent factory, native adapter, router |
| test_llm_toolkit_memory.py | 37 | Claude memory loader |
| test_llm_toolkit_session_status.py | 38 | Session status collector |
| test_llm_toolkit_providers.py | 39 | LLM providers |
| test_llm_toolkit_patterns.py | 28 | Contextual pattern injection |
Total: 460 tests passing
- Added deprecated modules to coverage omit list
- Updated
fail_underthreshold from 53 to 70 - Added comments documenting v4.4.0 deprecations
- Keep core module coverage above 80% - These are the actively used modules
- Don't invest in deprecated modules - CrewAI, old adapters are being phased out
- Monitor coverage in CI - Fail builds if coverage drops below 70%
- Add tests for new features - Any new module should start with 80%+ coverage
# Run all tests with coverage
pytest tests/test_llm_toolkit_*.py tests/test_healthcare_plugin.py \
--cov=empathy_llm_toolkit --cov=empathy_healthcare_plugin \
--cov-report=term-missing
# Quick check
pytest --cov --cov-report=term
# HTML report
pytest --cov --cov-report=html
open htmlcov/index.htmlReport generated: January 20, 2026 By: Claude Code with Empathy Framework