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jay-code

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Streamlined AI CLI orchestration engine with mathematical rigor and enterprise-grade reliability

github.com/ruvnet/claude-code-flow

ruvnet/claude-code-flow

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# Session Summary - 2025-08-04 15:11:34 ## Checkpoints Created 1754316298.json 1754317527.json 1754317611.json 1754317822.json 1754318017.json 1754318655.json 1754318657.json 1754318756.json 1754318758.json 1754318776.json 1754318778.json 1754318972.json 1754318974.json 1754318985.json 1754318988.json 1754319014.json 1754319017.json 1754319028.json 1754319031.json 1754319268.json 1754319272.json 1754319959.json 1754319962.json 1754319969.json 1754319970.json 1754319981.json 1754319983.json 1754319996.json 1754319998.json 1754320004.json 1754320006.json 1754320043.json 1754320045.json 1754320061.json 1754320063.json 1754320082.json 1754320084.json 1754320091.json 1754320093.json 1754320121.json 1754320123.json 1754320129.json 1754320130.json 1754320141.json 1754320142.json 1754320144.json 1754320146.json 1754320147.json 1754320149.json 1754320150.json 1754320151.json 1754320157.json 1754320158.json 1754320172.json 1754320174.json 1754320208.json 1754320210.json 1754320211.json 1754320212.json 1754320213.json 1754320214.json 1754320215.json 1754320218.json 1754320219.json 1754320220.json 1754320221.json 1754320223.json 1754320225.json 1754320226.json 1754320227.json 1754320235.json 1754320237.json 1754320256.json 1754320258.json 1754320270.json 1754320271.json 1754320275.json 1754320282.json task-1754316274.json task-1754316371.json task-1754316513.json task-1754316675.json task-1754316752.json task-1754316788.json task-1754316894.json task-1754316979.json task-1754317274.json task-1754317400.json task-1754317550.json task-1754317773.json task-1754317909.json task-1754318307.json task-1754319468.json task-1754319469.json task-1754319849.json ## Files Modified .jay-code/metrics/performance.json .jay-code/metrics/system-metrics.json .jay-code/metrics/task-metrics.json .claude/checkpoints/1754317527.json .claude/checkpoints/1754317611.json .claude/checkpoints/1754317822.json .claude/checkpoints/1754318017.json .claude/checkpoints/1754318655.json .claude/checkpoints/1754318657.json .claude/checkpoints/1754318756.json .claude/checkpoints/1754318758.json .claude/checkpoints/1754318776.json .claude/checkpoints/1754318778.json .claude/checkpoints/1754318972.json .claude/checkpoints/1754318974.json .claude/checkpoints/1754318985.json .claude/checkpoints/1754318988.json .claude/checkpoints/1754319014.json .claude/checkpoints/1754319017.json .claude/checkpoints/1754319028.json .claude/checkpoints/1754319031.json .claude/checkpoints/1754319268.json .claude/checkpoints/1754319272.json .claude/checkpoints/1754319959.json .claude/checkpoints/1754319962.json .claude/checkpoints/1754319969.json .claude/checkpoints/1754319970.json .claude/checkpoints/1754319981.json .claude/checkpoints/1754319983.json .claude/checkpoints/1754319996.json .claude/checkpoints/1754319998.json .claude/checkpoints/1754320004.json .claude/checkpoints/1754320006.json .claude/checkpoints/1754320043.json .claude/checkpoints/1754320045.json .claude/checkpoints/1754320061.json .claude/checkpoints/1754320063.json .claude/checkpoints/1754320082.json .claude/checkpoints/1754320084.json .claude/checkpoints/1754320091.json .claude/checkpoints/1754320093.json .claude/checkpoints/1754320121.json .claude/checkpoints/1754320123.json .claude/checkpoints/1754320129.json .claude/checkpoints/1754320130.json .claude/checkpoints/1754320141.json .claude/checkpoints/1754320142.json .claude/checkpoints/1754320144.json .claude/checkpoints/1754320146.json .claude/checkpoints/1754320147.json .claude/checkpoints/1754320149.json .claude/checkpoints/1754320150.json .claude/checkpoints/1754320151.json .claude/checkpoints/1754320157.json .claude/checkpoints/1754320158.json .claude/checkpoints/1754320172.json .claude/checkpoints/1754320174.json .claude/checkpoints/1754320208.json .claude/checkpoints/1754320210.json .claude/checkpoints/1754320211.json .claude/checkpoints/1754320212.json .claude/checkpoints/1754320213.json .claude/checkpoints/1754320214.json .claude/checkpoints/1754320215.json .claude/checkpoints/1754320218.json .claude/checkpoints/1754320219.json .claude/checkpoints/1754320220.json .claude/checkpoints/1754320221.json .claude/checkpoints/1754320223.json .claude/checkpoints/1754320225.json .claude/checkpoints/1754320226.json .claude/checkpoints/1754320227.json .claude/checkpoints/1754320235.json .claude/checkpoints/1754320237.json .claude/checkpoints/1754320256.json .claude/checkpoints/1754320258.json .claude/checkpoints/1754320270.json .claude/checkpoints/1754320271.json .claude/checkpoints/1754320275.json .claude/checkpoints/1754320282.json .claude/checkpoints/summary-session-20250804-141140.md .claude/checkpoints/summary-session-20250804-141254.md .claude/checkpoints/summary-session-20250804-141337.md .claude/checkpoints/summary-session-20250804-141525.md .claude/checkpoints/summary-session-20250804-142026.md .claude/checkpoints/summary-session-20250804-142717.md .claude/checkpoints/summary-session-20250804-143045.md .claude/checkpoints/summary-session-20250804-143404.md .claude/checkpoints/summary-session-20250804-150637.md .claude/checkpoints/summary-session-20250804-151119.md .claude/checkpoints/task-1754316675.json .claude/checkpoints/task-1754316752.json .claude/checkpoints/task-1754316788.json .claude/checkpoints/task-1754316894.json .claude/checkpoints/task-1754316979.json .claude/checkpoints/task-1754317274.json .claude/checkpoints/task-1754317400.json .claude/checkpoints/task-1754317550.json .claude/checkpoints/task-1754317773.json .claude/checkpoints/task-1754317909.json .claude/checkpoints/task-1754318307.json .claude/checkpoints/task-1754319468.json .claude/checkpoints/task-1754319469.json .claude/checkpoints/task-1754319849.json __pycache__/ensemble_implementation.cpython-312.pyc agentic-flow/package-lock.json agentic-flow/package.json agentic-flow/src/tests/validation/env.setup.js agentic-flow/src/tests/validation/jest.config.js agentic-flow/src/tests/validation/mle-star-validation-suite.test.ts agentic-flow/src/tests/validation/performance-benchmarks.test.ts agentic-flow/src/tests/validation/run-validation.ts agentic-flow/src/tests/validation/setup.ts jay-code-wiki docs/automation-features.md ensemble_implementation.py ensemble_optimization.py ensemble_strategy.md examples/automation-examples.md foundation_design.md hyperparameter_optimization.py memory/memory-store.json ml_foundation/__init__.py ml_foundation/evaluation/evaluator.py ml_foundation/models/base.py ml_foundation/pipelines/data_pipeline.py model_architecture_optimizer.py performance_optimizer.py refinement_agent_workdir/REFINEMENT_AGENT_SUMMARY.md refinement_agent_workdir/ablation_analysis_plan.md refinement_agent_workdir/ablation_framework.py refinement_agent_workdir/refinement_demo.py refinement_agent_workdir/requirements.txt refinement_agent_workdir/targeted_optimizer.py refinement_report.md search_findings.md src/automation/agents/foundation_agent_core.py src/automation/agents/foundation_agent_features.py src/automation/agents/foundation_agent_integration.py src/automation/agents/test_foundation_agent.py src/cli/command-registry.js src/cli/simple-commands/automation-executor.js src/cli/simple-commands/automation.js src/cli/simple-commands/templates/mle-star-workflow.json src/mle-star/ensemble_agent_advanced.py src/mle-star/ensemble_agent_implementation.py src/mle-star/ensemble_agent_tests.py test_ensemble_system.py validation_agent_example.py validation_agent_main.py validation_agent_monitoring.py validation_agent_summary.md validation_agent_tests.py validation_report.md ## Recent Commits 2afe66a 🔖 Checkpoint: Edit /workspaces/claude-code-flow/performance_optimizer.py bf95555 🔖 Checkpoint: Edit /workspaces/claude-code-flow/agentic-flow/src/tests/validation/run-validation.ts ba5dc09 🔖 Checkpoint: Edit /workspaces/claude-code-flow/validation_agent_summary.md c8923c9 🔖 Checkpoint: Edit /workspaces/claude-code-flow/agentic-flow/src/tests/validation/setup.ts 0472b89 🔖 Checkpoint: Edit /workspaces/claude-code-flow/src/automation/agents/test_foundation_agent.py c81733f 🔖 Checkpoint: Edit /workspaces/claude-code-flow/agentic-flow/src/tests/validation/env.setup.js 96b84be 🔖 Checkpoint: Edit /workspaces/claude-code-flow/agentic-flow/src/tests/validation/jest.config.js 928733c 🔖 Checkpoint: Edit /workspaces/claude-code-flow/refinement_agent_workdir/REFINEMENT_AGENT_SUMMARY.md a325a50 🔖 Checkpoint: Edit /workspaces/claude-code-flow/validation_agent_monitoring.py 5734354 🔖 Checkpoint: Edit /workspaces/claude-code-flow/src/mle-star/ensemble_agent_tests.py ## GitHub Releases Created No GitHub releases ## Rollback Instructions To rollback to a specific checkpoint: ```bash # List all checkpoints git tag -l checkpoint-* | sort -r # List GitHub releases gh release list # Rollback to a checkpoint git checkout checkpoint-YYYYMMDD-HHMMSS ```