Anto01 38abb0d8d2 feat: Complete Phase 3 - pyNastran Documentation Integration ...

Phase 3 implements automated OP2 extraction code generation using
pyNastran documentation research. This completes the zero-manual-coding
pipeline for FEA optimization workflows.

Key Features:
- PyNastranResearchAgent for automated OP2 code generation
- Documentation research via WebFetch integration
- 3 core extraction patterns (displacement, stress, force)
- Knowledge base architecture for learned patterns
- Successfully tested on real OP2 files

Phase 2.9 Integration:
- Updated HookGenerator with lifecycle hook generation
- Added POST_CALCULATION hook point to hooks.py
- Created post_calculation/ plugin directory
- Generated hooks integrate seamlessly with HookManager

New Files:
- optimization_engine/pynastran_research_agent.py (600+ lines)
- optimization_engine/hook_generator.py (800+ lines)
- optimization_engine/inline_code_generator.py
- optimization_engine/plugins/post_calculation/
- tests/test_lifecycle_hook_integration.py
- docs/SESSION_SUMMARY_PHASE_3.md
- docs/SESSION_SUMMARY_PHASE_2_9.md
- docs/SESSION_SUMMARY_PHASE_2_8.md
- docs/HOOK_ARCHITECTURE.md

Modified Files:
- README.md - Added Phase 3 completion status
- optimization_engine/plugins/hooks.py - Added POST_CALCULATION hook

Test Results:
- Phase 3 research agent: PASSED
- Real OP2 extraction: PASSED (max_disp=0.362mm)
- Lifecycle hook integration: PASSED

Generated with Claude Code

Co-Authored-By: Claude <noreply@anthropic.com>

2025-11-16 16:33:48 -05:00

..

mcp_server

feat: Implement Option A - MCP Model Discovery tool

2025-11-15 13:23:05 +00:00

__init__.py

feat: Implement Option A - MCP Model Discovery tool

2025-11-15 13:23:05 +00:00

Bracket_fem1.fem

feat: Update model discovery to handle real binary NX files

2025-11-15 13:44:42 +00:00

bracket_sim1-solution_1.dat

feat: Implement complete FEM regeneration workflow

2025-11-15 12:43:31 -05:00

Bracket_sim1.sim

feat: Implement complete FEM regeneration workflow

2025-11-15 12:43:31 -05:00

Bracket.prt

feat: Update model discovery to handle real binary NX files

2025-11-15 13:44:42 +00:00

demo_research_agent.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

journal_apply_expression.py

fix: Apply expression updates directly in NX journal

2025-11-15 12:47:55 -05:00

journal_open_run_sim_and_save.py

feat: Add journal-based NX solver integration for optimization

2025-11-15 12:23:57 -05:00

journal_open_run_sim.py

feat: Add journal-based NX solver integration for optimization

2025-11-15 12:23:57 -05:00

journal_reload_master.py

feat: Add journal-based NX solver integration for optimization

2025-11-15 12:23:57 -05:00

journal_with_regenerate.py

feat: Implement complete FEM regeneration workflow

2025-11-15 12:43:31 -05:00

run_5trial_test.py

docs: Reorganize documentation structure

2025-11-16 08:40:53 -05:00

test_cbar_genetic_algorithm.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_cbush_optimization.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_code_generation.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_complete_research_workflow.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_complex_multiobj_request.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_hooks_with_bracket.py

docs: Reorganize documentation structure

2025-11-16 08:40:53 -05:00

test_interactive_session.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_journal_optimization.py

docs: Reorganize documentation structure

2025-11-16 08:40:53 -05:00

test_knowledge_base_search.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_lifecycle_hook_integration.py

feat: Complete Phase 3 - pyNastran Documentation Integration

2025-11-16 16:33:48 -05:00

test_llm_complex_request.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_modal_deformation_request.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_phase_2_5_intelligent_gap_detection.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_plugin_system.py

feat: Implement Phase 1 - Plugin & Hook System

2025-11-15 14:46:49 -05:00

test_research_agent.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

test_step_classifier.py

feat: Complete Phase 2.5-2.7 - Intelligent LLM-Powered Workflow Analysis

2025-11-16 13:35:41 -05:00

verify_parametric_link.py

feat: Implement complete FEM regeneration workflow

2025-11-15 12:43:31 -05:00