LICENSE
README.md
pyproject.toml
src/sitecustomize.py
src/nsys_ai/__init__.py
src/nsys_ai/__main__.py
src/nsys_ai/annotation.py
src/nsys_ai/artifact_io.py
src/nsys_ai/artifact_root.py
src/nsys_ai/baseline.py
src/nsys_ai/cannot_answer.py
src/nsys_ai/chat.py
src/nsys_ai/chat_config.py
src/nsys_ai/chat_tools.py
src/nsys_ai/connection.py
src/nsys_ai/diagnose_command.py
src/nsys_ai/diff.py
src/nsys_ai/diff_decision.py
src/nsys_ai/diff_findings.py
src/nsys_ai/diff_index.py
src/nsys_ai/diff_render.py
src/nsys_ai/diff_tools.py
src/nsys_ai/diff_web.py
src/nsys_ai/doctor.py
src/nsys_ai/evidence_builder.py
src/nsys_ai/exceptions.py
src/nsys_ai/export.py
src/nsys_ai/export_flat.py
src/nsys_ai/fingerprint.py
src/nsys_ai/formatting.py
src/nsys_ai/gpu_label.py
src/nsys_ai/hardware.py
src/nsys_ai/indexing.py
src/nsys_ai/loop_state.py
src/nsys_ai/mcp_server.py
src/nsys_ai/mfu.py
src/nsys_ai/nccl_communicator.py
src/nsys_ai/nvtx_attribution.py
src/nsys_ai/nvtx_layer_detect.py
src/nsys_ai/nvtx_tree.py
src/nsys_ai/optimize_command.py
src/nsys_ai/overlap.py
src/nsys_ai/parquet_cache.py
src/nsys_ai/profile.py
src/nsys_ai/profile_command.py
src/nsys_ai/profile_reference.py
src/nsys_ai/profile_runner.py
src/nsys_ai/projection.py
src/nsys_ai/prompt_loader.py
src/nsys_ai/proposal.py
src/nsys_ai/propose_command.py
src/nsys_ai/region_mfu.py
src/nsys_ai/report.py
src/nsys_ai/review_command.py
src/nsys_ai/root_cause_store.py
src/nsys_ai/runspec.py
src/nsys_ai/search.py
src/nsys_ai/session_cli.py
src/nsys_ai/session_store.py
src/nsys_ai/skill_packs.py
src/nsys_ai/sol_gate.py
src/nsys_ai/sql_compat.py
src/nsys_ai/summary.py
src/nsys_ai/timeline_benchmark.py
src/nsys_ai/tool_dispatch.py
src/nsys_ai/tools_profile.py
src/nsys_ai/tui_actions.py
src/nsys_ai/tui_cache.py
src/nsys_ai/tui_models.py
src/nsys_ai/tui_textual.py
src/nsys_ai/viewer.py
src/nsys_ai/web.py
src/nsys_ai.egg-info/PKG-INFO
src/nsys_ai.egg-info/SOURCES.txt
src/nsys_ai.egg-info/dependency_links.txt
src/nsys_ai.egg-info/entry_points.txt
src/nsys_ai.egg-info/requires.txt
src/nsys_ai.egg-info/top_level.txt
src/nsys_ai/agent/__init__.py
src/nsys_ai/agent/loop.py
src/nsys_ai/agent/persona.md
src/nsys_ai/agent/persona.py
src/nsys_ai/agent/runner.py
src/nsys_ai/agent_skills/INDEX.md
src/nsys_ai/agent_skills/PRINCIPLES.md
src/nsys_ai/agent_skills/QUICKSTART.md
src/nsys_ai/agent_skills/commands/agent-guide.md
src/nsys_ai/agent_skills/commands/analyze.md
src/nsys_ai/agent_skills/commands/diff.md
src/nsys_ai/agent_skills/commands/evidence-build.md
src/nsys_ai/agent_skills/commands/evidence_schema.md
src/nsys_ai/agent_skills/commands/mfu.md
src/nsys_ai/agent_skills/commands/refine.md
src/nsys_ai/agent_skills/commands/root-cause.md
src/nsys_ai/agent_skills/commands/skill.md
src/nsys_ai/agent_skills/commands/skilldoc.md
src/nsys_ai/agent_skills/commands/test.md
src/nsys_ai/agent_skills/commands/validate.md
src/nsys_ai/agent_skills/skills/SKILL_TEMPLATE.md
src/nsys_ai/agent_skills/skills/TEST.md
src/nsys_ai/agent_skills/skills/diff.md
src/nsys_ai/agent_skills/skills/distributed.md
src/nsys_ai/agent_skills/skills/mfu.md
src/nsys_ai/agent_skills/skills/sql.md
src/nsys_ai/agent_skills/skills/triage.md
src/nsys_ai/agent_skills/skills/variance.md
src/nsys_ai/ai/__init__.py
src/nsys_ai/ai/analyzer.py
src/nsys_ai/ai/annotator.py
src/nsys_ai/ai/diff_narrative.py
src/nsys_ai/ai/gate.py
src/nsys_ai/ai/backend/__init__.py
src/nsys_ai/ai/backend/chat_tools.py
src/nsys_ai/ai/backend/profile_db_tool.py
src/nsys_ai/cli/__init__.py
src/nsys_ai/cli/app.py
src/nsys_ai/cli/handlers.py
src/nsys_ai/cli/parsers.py
src/nsys_ai/cutracer/__init__.py
src/nsys_ai/cutracer/correlator.py
src/nsys_ai/cutracer/installer.py
src/nsys_ai/cutracer/kernel_classifier.py
src/nsys_ai/cutracer/parser.py
src/nsys_ai/cutracer/planner.py
src/nsys_ai/cutracer/report.py
src/nsys_ai/cutracer/runner.py
src/nsys_ai/cutracer/sass_ops.py
src/nsys_ai/data/book.md
src/nsys_ai/prompts/chat_system.txt
src/nsys_ai/prompts/diff_system.txt
src/nsys_ai/prompts/mfu_reference.txt
src/nsys_ai/skills/__init__.py
src/nsys_ai/skills/base.py
src/nsys_ai/skills/registry.py
src/nsys_ai/skills/builtins/__init__.py
src/nsys_ai/skills/builtins/arithmetic_intensity.py
src/nsys_ai/skills/builtins/code_attribution_candidates.py
src/nsys_ai/skills/builtins/cpu_gpu_pipeline.py
src/nsys_ai/skills/builtins/critical_path.py
src/nsys_ai/skills/builtins/cutracer_analysis.py
src/nsys_ai/skills/builtins/gc_impact.py
src/nsys_ai/skills/builtins/gpu_idle_gaps.py
src/nsys_ai/skills/builtins/host_sync_parent_ranges.py
src/nsys_ai/skills/builtins/iteration_detail.py
src/nsys_ai/skills/builtins/iteration_timing.py
src/nsys_ai/skills/builtins/kernel_instances.py
src/nsys_ai/skills/builtins/kernel_launch_overhead.py
src/nsys_ai/skills/builtins/kernel_launch_pattern.py
src/nsys_ai/skills/builtins/kernel_overlap_matrix.py
src/nsys_ai/skills/builtins/memory_bandwidth.py
src/nsys_ai/skills/builtins/memory_transfers.py
src/nsys_ai/skills/builtins/module_loading.py
src/nsys_ai/skills/builtins/nccl_anomaly.py
src/nsys_ai/skills/builtins/nccl_breakdown.py
src/nsys_ai/skills/builtins/nccl_communicator_analysis.py
src/nsys_ai/skills/builtins/nccl_compile_context_breakdown.py
src/nsys_ai/skills/builtins/nccl_payload_breakdown.py
src/nsys_ai/skills/builtins/nvtx_kernel_map.py
src/nsys_ai/skills/builtins/nvtx_layer_breakdown.py
src/nsys_ai/skills/builtins/overlap_breakdown.py
src/nsys_ai/skills/builtins/pipeline_bubble_metrics.py
src/nsys_ai/skills/builtins/profile_health_manifest.py
src/nsys_ai/skills/builtins/region_mfu.py
src/nsys_ai/skills/builtins/root_cause_matcher.py
src/nsys_ai/skills/builtins/schema_inspect.py
src/nsys_ai/skills/builtins/speedup_estimator.py
src/nsys_ai/skills/builtins/stream_concurrency.py
src/nsys_ai/skills/builtins/sync_cost_analysis.py
src/nsys_ai/skills/builtins/tensor_core_usage.py
src/nsys_ai/skills/builtins/theoretical_flops.py
src/nsys_ai/skills/builtins/thread_utilization.py
src/nsys_ai/skills/builtins/top_kernels.py
src/nsys_ai/templates/nvtx_tree.html
src/nsys_ai/templates/timeline.css
src/nsys_ai/templates/timeline.html
src/nsys_ai/templates/timeline.js
src/nsys_ai/templates/tokens.css
src/nsys_ai/timeline/__init__.py
src/nsys_ai/timeline/app.py
src/nsys_ai/timeline/canvas.py
src/nsys_ai/timeline/logic.py
src/nsys_ai/timeline/widgets.py
src/nsys_ai/tree/__init__.py
src/nsys_ai/tree/app.py
src/nsys_ai/tree/chat.py
src/nsys_ai/tree/logic.py
src/nsys_ai/tree/widgets.py
tests/test_abstention.py
tests/test_activity_table_memoization.py
tests/test_agent.py
tests/test_agent_runner.py
tests/test_analysis_memory.py
tests/test_analyze_format_json.py
tests/test_annotation_models.py
tests/test_artifact_root.py
tests/test_baseline.py
tests/test_cannot_answer.py
tests/test_chat.py
tests/test_chat_connection_threading.py
tests/test_chat_gemini.py
tests/test_chat_two_requests_backend.py
tests/test_ci_coverage.py
tests/test_ci_diff_docs.py
tests/test_ci_diff_gate.py
tests/test_cli.py
tests/test_cli_usage_errors.py
tests/test_code_attribution_candidates.py
tests/test_critical_path.py
tests/test_cutracer_installer.py
tests/test_cutracer_parser.py
tests/test_cutracer_planner.py
tests/test_cutracer_runner.py
tests/test_determinism.py
tests/test_determinism_outside_skills.py
tests/test_diagnose_review.py
tests/test_diff.py
tests/test_diff_findings.py
tests/test_diff_index.py
tests/test_diff_json_shape.py
tests/test_docs_index.py
tests/test_doctor.py
tests/test_documentation_contracts.py
tests/test_duckdb_dataflow.py
tests/test_duckdb_path.py
tests/test_e2e_golden_loop.py
tests/test_eval.py
tests/test_evidence_build.py
tests/test_evidence_skipped.py
tests/test_exceptions.py
tests/test_execute_fn_abstention.py
tests/test_finding_headroom.py
tests/test_fingerprint.py
tests/test_fixture_guard.py
tests/test_gpu_idle_gaps_findings.py
tests/test_gpu_selection.py
tests/test_host_sync_parent_ranges.py
tests/test_integration.py
tests/test_iteration_correlation.py
tests/test_iteration_detail.py
tests/test_iteration_noise.py
tests/test_kernel_classifier.py
tests/test_kernel_instances.py
tests/test_kernel_launch_overhead.py
tests/test_kernel_overlap_matrix.py
tests/test_loop_api.py
tests/test_loop_state.py
tests/test_mcp_server.py
tests/test_nccl_anomaly.py
tests/test_nccl_breakdown.py
tests/test_nccl_communicator_analysis.py
tests/test_nccl_compile_context_breakdown.py
tests/test_nccl_payload_breakdown.py
tests/test_no_nvtx_profile.py
tests/test_nvtx_kernel_map_ondemand.py
tests/test_nvtx_layer_breakdown.py
tests/test_nvtx_table_resolution.py
tests/test_nvtx_tree.py
tests/test_optimize_command.py
tests/test_overlap_analysis.py
tests/test_overlap_breakdown.py
tests/test_overlap_comm_headroom.py
tests/test_overlap_table_resolution.py
tests/test_package_data.py
tests/test_parquet_cache.py
tests/test_parquetdir_backend.py
tests/test_profile_command.py
tests/test_profile_health_manifest.py
tests/test_profile_health_manifest_findings.py
tests/test_profile_metadata.py
tests/test_profile_modes.py
tests/test_profile_query_conn.py
tests/test_profile_reference.py
tests/test_profile_resolve.py
tests/test_profile_runner.py
tests/test_prompt_loader.py
tests/test_proposal.py
tests/test_propose_command.py
tests/test_real_capture_security.py
tests/test_region_mfu.py
tests/test_root_cause_abstention.py
tests/test_root_cause_store.py
tests/test_runspec.py
tests/test_schema_contract.py
tests/test_schema_fixture_matrix.py
tests/test_session_cli.py
tests/test_session_store.py
tests/test_skill_concurrency.py
tests/test_skill_device_validation.py
tests/test_skill_engine_parity.py
tests/test_skill_manifest.py
tests/test_skill_memo.py
tests/test_skill_packs.py
tests/test_skills.py
tests/test_skills_base.py
tests/test_skills_benchmarks.py
tests/test_sol_gate.py
tests/test_sql_compat.py
tests/test_subprocess_coverage.py
tests/test_surface_analysis_contract.py
tests/test_sync_cost_analysis.py
tests/test_sync_table_resolution.py
tests/test_timeline_logic.py
tests/test_timeline_web_data.py
tests/test_timeline_web_distca_benchmark.py
tests/test_timeline_web_distca_profile.py
tests/test_tool_dispatch.py
tests/test_tools_profile.py
tests/test_top_kernels.py
tests/test_trajectories.py
tests/test_tree_logic.py
tests/test_tui_cache_responsiveness.py
tests/test_tui_chat_app.py
tests/test_tui_chat_panel.py
tests/test_tui_session.py
tests/test_tui_timeline_app.py
tests/test_tui_tree_app.py
tests/test_versioned_table_names.py
tests/test_web_compression.py
tests/test_web_foundation.py
tests/test_web_session.py