CHANGELOG.md
LICENSE
MANIFEST.in
README.md
pyproject.toml
ai_learning_engine/__init__.py
ai_learning_engine/ab_test_framework.py
ai_learning_engine/evaluation_metrics.py
ai_learning_engine/feedback_interface.py
ai_learning_engine/performance_benchmark.py
ai_learning_engine/regression_test.py
ai_learning_engine/rule_application_framework.py
ai_learning_engine/rule_learning_engine.py
ai_learning_engine/rule_validation_system.py
ai_learning_engine/safety_test_suite.py
ai_learning_engine/examples/application_demo.py
ai_learning_engine/examples/learning_demo.py
ai_learning_engine/examples/validation_demo.py
benchmarks/baseline.py
docs/reports/audits/lingflow_self_audit.py
docs/reports/optimization/run_self_optimization.py
docs/reports/optimization/validate_optimization.py
docs/scripts/generate_api_docs.py
lingflow/__init__.py
lingflow/ai_friendly.py
lingflow/bootstrap.py
lingflow/cli_helpers.py
lingflow-api/app/__init__.py
lingflow-api/app/main.py
lingflow-api/app/main_simple.py
lingflow-api/app/api/__init__.py
lingflow-api/app/api/v1/__init__.py
lingflow-api/app/core/__init__.py
lingflow-api/app/core/config.py
lingflow-api/app/core/logging.py
lingflow-api/app/core/metrics.py
lingflow-api/app/core/middleware.py
lingflow-api/app/core/security.py
lingflow-api/app/models/__init__.py
lingflow-api/app/models/requests.py
lingflow-api/app/models/responses.py
lingflow-api/examples/example1_python_client.py
lingflow-api/tests/test_api.py
lingflow-core/api/__init__.py
lingflow-core/api/context_api.py
lingflow-core/core/__init__.py
lingflow-core/core/compression_strategy.py
lingflow-core/core/context_insight.py
lingflow-core/core/dependency_analyzer.py
lingflow-core/core/enhanced_message_scorer.py
lingflow-core/core/message_scorer.py
lingflow-core/core/smart_compression.py
lingflow-core/core/sqlite_context_manager.py
lingflow-core/core/token_estimator.py
lingflow-core/tests/__init__.py
lingflow-core/tests/test_e2e.py
lingflow-core/tests/test_enhanced.py
lingflow-core/tests/test_units.py
lingflow-core/utils/logging_config.py
lingflow-core/utils/performance.py
lingflow/cli/__init__.py
lingflow/cli/__main__.py
lingflow/cli/analyze.py
lingflow/cli/feedback.py
lingflow/cli/learn.py
lingflow/cli/optimize.py
lingflow/cli/test.py
lingflow/code_review/__init__.py
lingflow/code_review/core/base_reviewer.py
lingflow/code_review/core/reporter.py
lingflow/code_review/core/rule_engine.py
lingflow/code_review/core/scorer.py
lingflow/code_review/core/severity.py
lingflow/code_review/core/loaders/__init__.py
lingflow/code_review/core/loaders/rule_loader.py
lingflow/code_review/core/rules/__init__.py
lingflow/code_review/core/rules/models.py
lingflow/code_review/core/rules/severity.py
lingflow/common/__init__.py
lingflow/common/audit_logger.py
lingflow/common/config.py
lingflow/common/exceptions.py
lingflow/common/logger.py
lingflow/common/models.py
lingflow/common/sandbox.py
lingflow/common/security_analyzer.py
lingflow/common/skill_manager.py
lingflow/compression/__init__.py
lingflow/compression/compressor.py
lingflow/compression/config.py
lingflow/compression/result.py
lingflow/compression/scoring.py
lingflow/compression/smart_compressor.py
lingflow/compression/summarizer.py
lingflow/compression/token_estimator.py
lingflow/compression/strategies/__init__.py
lingflow/compression/strategies/base.py
lingflow/context/__init__.py
lingflow/context/auto_resume.py
lingflow/context/manager.py
lingflow/context/session.py
lingflow/coordination/__init__.py
lingflow/coordination/adapter.py
lingflow/coordination/agent.py
lingflow/coordination/base.py
lingflow/coordination/coordinator.py
lingflow/coordination/registry.py
lingflow/core/__init__.py
lingflow/core/compliance_matrix.py
lingflow/core/config.py
lingflow/core/constitution.py
lingflow/core/layered_skill_loader.py
lingflow/core/prompt_router.py
lingflow/core/query_engine.py
lingflow/core/session_v2.py
lingflow/core/skill.py
lingflow/core/types.py
lingflow/feedback/__init__.py
lingflow/feedback/collector.py
lingflow/guardrail/__init__.py
lingflow/hooks/__init__.py
lingflow/hooks/auto_optimize_hook.py
lingflow/monitoring/__init__.py
lingflow/monitoring/default_checks.py
lingflow/monitoring/operations_monitor.py
lingflow/monitoring/alerts/__init__.py
lingflow/monitoring/alerts/rules.py
lingflow/monitoring/collectors/__init__.py
lingflow/monitoring/collectors/base.py
lingflow/monitoring/metrics/__init__.py
lingflow/monitoring/metrics/models.py
lingflow/requirements/__init__.py
lingflow/requirements/traceability.py
lingflow/self_optimizer/__init__.py
lingflow/self_optimizer/advisor.py
lingflow/self_optimizer/config.py
lingflow/self_optimizer/evaluator.py
lingflow/self_optimizer/optimizer.py
lingflow/self_optimizer/performance_evaluator.py
lingflow/self_optimizer/simplicity_evaluator.py
lingflow/self_optimizer/trigger.py
lingflow/self_optimizer/phase4/__init__.py
lingflow/self_optimizer/phase4/bayesian_optimizer.py
lingflow/self_optimizer/phase4/cache.py
lingflow/self_optimizer/phase4/data_types.py
lingflow/self_optimizer/phase4/engine.py
lingflow/self_optimizer/phase4/integration.py
lingflow/self_optimizer/phase4/multi_objective.py
lingflow/self_optimizer/phase4/search_space.py
lingflow/self_optimizer/phase4/sensitivity.py
lingflow/self_optimizer/phase4/storage.py
lingflow/self_optimizer/phase4/test_core.py
lingflow/self_optimizer/phase4/test_optimizer.py
lingflow/self_optimizer/phase4/test_storage.py
lingflow/self_optimizer/phase4/test_storage_cache.py
lingflow/self_optimizer/phase4/visualization/__init__.py
lingflow/self_optimizer/phase4/visualization/charts.py
lingflow/self_optimizer/phase4/visualization/data_processor.py
lingflow/self_optimizer/phase4/visualization/visualizer.py
lingflow/self_optimizer/phase5/__init__.py
lingflow/self_optimizer/phase5/knowledge.py
lingflow/self_optimizer/phase5/learning.py
lingflow/self_optimizer/phase5/models.py
lingflow/self_optimizer/phase5/patterns.py
lingflow/self_optimizer/phase5/test_adapters.py
lingflow/self_optimizer/phase5/adapters/__init__.py
lingflow/self_optimizer/phase5/adapters/base_adapter.py
lingflow/self_optimizer/phase5/adapters/pylint_adapter.py
lingflow/self_optimizer/phase5/adapters/ruff_adapter.py
lingflow/self_optimizer/phase5/adapters/semgrep_adapter.py
lingflow/testing/README.md
lingflow/testing/__init__.py
lingflow/testing/ai_runner.py
lingflow/testing/scenario.py
lingflow/testing/snapshot.py
lingflow/testing/test_server.py
lingflow/testing/tool_definition.py
lingflow/testing/ci/test_ci_integration.py
lingflow/testing/e2e/__init__.py
lingflow/testing/e2e/carbonyl_runner.py
lingflow/testing/e2e/devtools_client.py
lingflow/testing/fixtures/snapshots/class_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/complex_code_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/complexity_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/decorator_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/import_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/metadata_test.snapshot.json
lingflow/testing/fixtures/snapshots/method_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/nested_classes.snapshot.json
lingflow/testing/fixtures/snapshots/simple_function_analysis.snapshot.json
lingflow/testing/fixtures/snapshots/statistics_calculation.snapshot.json
lingflow/testing/fixtures/snapshots/syntax_error_detection.snapshot.json
lingflow/testing/fixtures/snapshots/update_test.snapshot.json
lingflow/testing/scenarios/test_optimization.py
lingflow/testing/scenarios/test_refactoring.py
lingflow/testing/scenarios/test_security.py
lingflow/testing/snapshot/test_output_stability.py
lingflow/testing/unit/test_scenario.py
lingflow/testing/unit/test_server.py
lingflow/testing/unit/test_snapshot.py
lingflow/utils/__init__.py
lingflow/utils/performance.py
lingflow/utils/rate_limiter.py
lingflow/utils/sampling.py
lingflow/workflow/__init__.py
lingflow/workflow/cache.py
lingflow/workflow/multi_workflow.py
lingflow/workflow/orchestrator.py
lingflow_core.egg-info/PKG-INFO
lingflow_core.egg-info/SOURCES.txt
lingflow_core.egg-info/dependency_links.txt
lingflow_core.egg-info/entry_points.txt
lingflow_core.egg-info/not-zip-safe
lingflow_core.egg-info/requires.txt
lingflow_core.egg-info/top_level.txt
mcp_server/test_mcp_functionality.py
mcp_server/test_phase3.py
mcp_server/examples/__init__.py
mcp_server/examples/basic_usage.py
mcp_server/lingflow_mcp/__init__.py
mcp_server/lingflow_mcp/cli.py
mcp_server/lingflow_mcp/config.py
mcp_server/lingflow_mcp/monitor_tools.py
mcp_server/lingflow_mcp/server.py
mcp_server/lingflow_mcp/test_tools.py
mcp_server/lingflow_mcp/tool_aliases.py
mcp_server/lingflow_mcp/tools.py
mcp_server/tests/__init__.py
mcp_server/tests/test_mcp_server.py
site/scripts/generate_api_docs.py
skills/exceptions.py
skills/api-doc-generator/__init__.py
skills/api-doc-generator/implementation.py
skills/api-doc-generator/validation.py
skills/api-doc-generator/tests/test_api_doc_generator.py
skills/brainstorming/implementation.py
skills/ci-cd-orchestrator/implementation.py
skills/ci-cd-orchestrator/validation.py
skills/code-refactor/implementation.py
skills/code-review/implementation.py
skills/code_review_js_deprecated/__init__.py
skills/code_review_js_deprecated/implementation.py
skills/code_review_js_deprecated/integrate.py
skills/code_review_js_deprecated/test.py
skills/conditional-branch/implementation.py
skills/database-export/implementation.py
skills/database-schema-designer/__init__.py
skills/database-schema-designer/implementation.py
skills/database-schema-designer/validation.py
skills/deployment-automation/__init__.py
skills/deployment-automation/implementation.py
skills/deployment-automation/validation.py
skills/dispatching-parallel-agents/implementation.py
skills/environment-manager/__init__.py
skills/environment-manager/implementation.py
skills/environment-manager/validation.py
skills/error-handler/implementation.py
skills/finishing-a-development-branch/implementation.py
skills/loop-iterator/implementation.py
skills/notification/implementation.py
skills/skill-analytics/implementation.py
skills/skill-categorization/implementation.py
skills/skill-creator/implementation.py
skills/skill-integration/implementation.py
skills/skill-templates/implementation.py
skills/skill-templates/templates/api-skill/template.py
skills/skill-testing/implementation.py
skills/skill-versioning/implementation.py
skills/subagent-driven-development/implementation.py
skills/systematic-debugging/implementation.py
skills/task-runner/implementation.py
skills/test-driven-development/implementation.py
skills/test-runner/implementation.py
skills/ui-mockup-generator/__init__.py
skills/ui-mockup-generator/example_tailwind.py
skills/ui-mockup-generator/implementation.py
skills/ui-mockup-generator/tailwind_components.py
skills/ui-mockup-generator/validation.py
skills/using-git-worktrees/implementation.py
skills/verification-before-completion/implementation.py
skills/workflow-executor/implementation.py
skills/writing-plans/implementation.py
tests/test_adapter.py
tests/test_agent.py
tests/test_audit_logger.py
tests/test_common_config.py
tests/test_compliance_matrix.py
tests/test_comprehensive.py
tests/test_compressor.py
tests/test_config.py
tests/test_constitution.py
tests/test_coordinator.py
tests/test_layered_skill_loader.py
tests/test_new_modules.py
tests/test_operations_monitor.py
tests/test_phase5_learning.py
tests/test_result.py
tests/test_sandbox.py
tests/test_security_analyzer.py
tests/test_skill.py
tests/test_smart_compression.py
tools/lingflow_self_analysis.py