Analyze issue 6 and write evaluation report - #24
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…onomous research Analysis identifies 7 distinct issues across 9 files: - JSON parsing failures with local models - Missing null checks for paper objects (NoneType .title error) - Aggressive retry logic without resource awareness - Insufficient local model support in generate_structured() Includes recommended fixes with code examples, testing strategy, and phased implementation plan.
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Dec 1, 2025
This commit addresses bugs jimmc414#1-26 and jimmc414#28 from the web-based bug list, focusing on issues that can be fixed through code inspection. CRITICAL FIXES (Bugs jimmc414#1-8): - Bug jimmc414#1: Fix Pydantic V2 configuration parsing using BeforeValidator - Bug jimmc414#2-3: Add missing psutil and redis dependencies to pyproject.toml - Bug jimmc414#4: Fix workflow state string case mismatch using enum values - Bug jimmc414#5-6: Fix world model method signatures (create_paper, create_concept) - Bug jimmc414#7: Replace non-existent scipy.stats.false_discovery_control with statsmodels.stats.multitest.multipletests - Bug jimmc414#8: pytest e2e marker already present (verified) HIGH PRIORITY COORDINATION (Bugs jimmc414#5, jimmc414#6, jimmc414#9 - CLI model was waiting): - Bug jimmc414#9: Fix LLM provider fallback to use AnthropicProvider instead of ClaudeClient HIGH SEVERITY FIXES (Bugs jimmc414#10-20): - Bug jimmc414#10: Fix Pydantic validator to access raw dicts correctly - Bug jimmc414#11-12: Add missing Biology API methods (get_pqtl, get_atac_peaks) - Bug jimmc414#13-14: Add missing model fields (is_primary, primary_ci_lower/upper) - Bug jimmc414#15: Fix Enum.lower() calls to use .value.lower() - Bug jimmc414#16: Add missing exclusion keys in result collector - Bug jimmc414#17: Fix cache type enum access using getattr - Bug jimmc414#18: Replace string matching with AST parsing in code validator - Bug jimmc414#19: Fix falsy value bug in resource limits (use 'is not None') - Bug jimmc414#20: Fix PerovskiteDB type safety (Series.to_dict()) TEST FIXTURE FIXES (Bugs jimmc414#21-26): - Bug jimmc414#21-23: Fix Hypothesis model fields (remove research_question_id, feasibility_score) - Bug jimmc414#24: Rename plots_generated to generated_files - Bug jimmc414#25: ResourceRequirements fields (not found, may be pre-fixed) - Bug jimmc414#26: Use StatisticalTest enum instead of string CODE QUALITY (Bug jimmc414#28): - Bug jimmc414#28: Add max_iterations validation (1-1000) All changes tested for syntax correctness and model compatibility. Web model has completed critical coordination fixes for CLI model.
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…onomous research
Analysis identifies 7 distinct issues across 9 files:
Includes recommended fixes with code examples, testing strategy, and phased implementation plan.