CHANGELOG.md
CONTRIBUTING.md
Dockerfile
LICENSE
MANIFEST.in
README.md
SECURITY.md
pyproject.toml
uv.lock
assets/README.md
assets/system1-logo.jpg
benchmarks/README.md
benchmarks/__init__.py
benchmarks/heldout_traffic/README.md
benchmarks/heldout_traffic/REPORT.md
benchmarks/heldout_traffic/prepare.py
benchmarks/heldout_traffic/protocol.json
benchmarks/heldout_traffic/run.py
benchmarks/heldout_traffic/test_protocol.py
benchmarks/heldout_traffic/verify.py
benchmarks/heldout_traffic/preflight_failure/failure.json
benchmarks/heldout_traffic/preflight_failure/provenance.json
benchmarks/heldout_traffic/results/costs.json
benchmarks/heldout_traffic/results/gates.json
benchmarks/heldout_traffic/results/manifest.json
benchmarks/heldout_traffic/results/provenance.json
benchmarks/heldout_traffic/results/verified_report.json
benchmarks/quality/README.md
benchmarks/quality/confidence_cases.json
benchmarks/quality/contrast_cases.json
benchmarks/quality/drop_in_and_adaptation_report.md
benchmarks/quality/evaluate_confidence.py
benchmarks/quality/evaluate_contrasts.py
benchmarks/quality/evaluate_drop_in_replacements.py
benchmarks/quality/evaluate_instinct_gauntlet.py
benchmarks/quality/evaluate_poke_env_showdown.py
benchmarks/quality/evaluate_public_email.py
benchmarks/quality/evaluate_quality_round.py
benchmarks/quality/evaluate_release.py
benchmarks/quality/evaluate_teaching.py
benchmarks/quality/evaluate_workloads.py
benchmarks/quality/instinct_gauntlet_report.md
benchmarks/quality/observe_workloads.py
benchmarks/quality/poke_env_showdown_report.md
benchmarks/quality/prepare_workloads.py
benchmarks/quality/run_quality_benchmarks.py
benchmarks/quality/verify_banking_source.py
benchmarks/quality/datasets/intent_routing.json
benchmarks/quality/datasets/security_triage.json
benchmarks/quality/datasets/threat_scoring.json
benchmarks/quality/datasets/public_splits/boundary-teaching-lessons.json
benchmarks/quality/datasets/public_splits/boundary-teaching-requests.json
benchmarks/quality/datasets/public_splits/contrast-lessons.json
benchmarks/quality/datasets/public_splits/official-test.json
benchmarks/quality/document_workflow/PROTOCOL.md
benchmarks/quality/document_workflow/README.md
benchmarks/quality/document_workflow/run.py
benchmarks/quality/document_workflow/results/evidence.zip
benchmarks/quality/document_workflow/results/summary.json
benchmarks/quality/public_email/README.md
benchmarks/quality/public_email/protocol.json
benchmarks/quality/public_email/protocol_representative.json
benchmarks/quality/public_email/results.json
benchmarks/quality/public_email/results_representative.json
benchmarks/quality/public_email/splits.json
benchmarks/quality/public_email/splits_representative.json
benchmarks/quality/quality_round/README.md
benchmarks/quality/quality_round/cases.json
benchmarks/quality/quality_round/model_routing_candidate.json
benchmarks/quality/quality_round/protocol.json
benchmarks/quality/quality_round/results.json
benchmarks/quality/results/confidence_round.json
benchmarks/quality/results/contrast_round.json
benchmarks/quality/results/jev_live_cutover.json
benchmarks/quality/results/jev_observations.json
benchmarks/quality/results/jev_typed_contract.json
benchmarks/quality/results/model_routing_1_0_1.json
benchmarks/quality/results/release_1_0_1.json
benchmarks/quality/results/teaching_review.json
benchmarks/quality/workloads/CLINC_LICENSE.md
benchmarks/quality/workloads/README.md
benchmarks/quality/workloads/protocol.json
benchmarks/quality/workloads/results.json
benchmarks/quality/workloads/records/assistant_commands-gemini.json
benchmarks/quality/workloads/records/assistant_commands-jev.json
benchmarks/quality/workloads/records/banking_support-jev.json
benchmarks/quality/workloads/records/sms_triage-jev.json
benchmarks/quality/zero_shot/cases.json
benchmarks/results/drop_in_and_adaptation_report.json
benchmarks/results/instinct_gauntlet_report.json
benchmarks/results/poke_env_showdown_report.json
deploy/README.md
deploy/kubernetes/deployment.yaml
deploy/kubernetes/service.yaml
deploy/kubernetes/sidecar-example.yaml
docs/README.md
docs/deployment.md
docs/integrations.md
docs/typesafe.md
docs/architecture/technical_specification.md
docs/drop_in/01_semantic_router.md
docs/drop_in/02_routellm_cascade.md
docs/drop_in/03_instructor_structured_outputs.md
docs/drop_in/04_prompt_guard_security.md
docs/drop_in/05_llm_observe_and_cutover.md
docs/drop_in/06_poke_env_showdown_agent.md
docs/drop_in/README.md
docs/guides/correcting_skills.md
docs/guides/first_skill.md
docs/guides/policy_guard.md
docs/guides/training_experts.md
docs/observability/README.md
docs/observability/grafana-dashboard.json
docs/paper/conformal_gating.md
docs/paper/system1_technical_brief.md
docs/paper/system1_whitepaper.md
examples/README.md
examples/_teaching_demo.py
examples/agent_guard.py
examples/banking_support.py
examples/model_routing.py
examples/observe_routing.py
examples/showcase_break_and_teach.py
examples/support_triage.py
examples/teach_skill.py
examples/train_expert.py
examples/dogfood/__init__.py
examples/dogfood/fda_live_recalls_snapshot.json
examples/dogfood/live_fda_recall_triage.py
examples/dogfood/live_github_triage.py
examples/dogfood/uv_live_issues_snapshot.json
examples/drop_in/README.md
examples/drop_in/__init__.py
examples/drop_in/instructor_structured_dropin.py
examples/drop_in/llm_cutover_dropin.py
examples/drop_in/prompt_guard_dropin.py
examples/drop_in/routellm_dropin.py
examples/drop_in/semantic_router_dropin.py
examples/inbox_zero/README.md
examples/inbox_zero/adapter_check.mts
examples/inbox_zero/compare_features.py
examples/inbox_zero/evaluate.py
examples/inbox_zero/evaluation_v2.json
examples/inbox_zero/export_upstream.mjs
examples/inbox_zero/feature_comparison.json
examples/inbox_zero/lessons.json
examples/inbox_zero/lessons_v2.json
examples/inbox_zero/protocol.json
examples/inbox_zero/protocol_v2.json
examples/inbox_zero/results.json
examples/inbox_zero/results_v2.json
examples/inbox_zero/teach.py
examples/inbox_zero/upstream/LICENSE
examples/inbox_zero/upstream/NOTICE.md
examples/inbox_zero/upstream/system1.patch
examples/teaching/BANKING77.md
examples/teaching/BANKING77_LICENSE.md
examples/teaching/README.md
examples/teaching/agent_guard.json
examples/teaching/banking_support.json
examples/teaching/first_skill.json
examples/teaching/model_routing.json
examples/teaching/support_triage.json
examples/teaching/results/agent_guard.json
examples/teaching/results/model_routing.json
examples/teaching/results/observed_routing.json
examples/teaching/results/support_triage.json
examples/teaching_by_doing/README.md
examples/teaching_by_doing/__init__.py
examples/teaching_by_doing/__main__.py
examples/teaching_by_doing/app.py
examples/teaching_by_doing/documents.json
examples/teaching_by_doing/index.html
examples/teaching_by_doing/results/filing-evidence.zip
examples/teaching_by_doing/results/report.json
scripts/check_deslop.py
scripts/check_distributions.py
scripts/check_documentation.py
scripts/generate_audit_bundle.py
src/system1/__init__.py
src/system1/cache.py
src/system1/calibration.py
src/system1/cli.py
src/system1/compiler.py
src/system1/embeddings.py
src/system1/engine.py
src/system1/fallback.py
src/system1/grpc_server.py
src/system1/guard.py
src/system1/ledger.py
src/system1/model.py
src/system1/neural.py
src/system1/receipt.py
src/system1/schema.py
src/system1/teaching.py
src/system1/telemetry.py
src/system1/compat/__init__.py
src/system1/compat/typesafe.py
src/system1/core/__init__.py
src/system1/core/embeddings.py
src/system1/core/model.py
src/system1/core/neural.py
src/system1/core/schema.py
src/system1/core/telemetry.py
src/system1/core/text.py
src/system1/integrations/__init__.py
src/system1/integrations/drop_in.py
src/system1/integrations/fastapi.py
src/system1/integrations/inbox_zero.py
src/system1/integrations/langchain.py
src/system1/integrations/mcp.py
src/system1/integrations/observability.py
src/system1/integrations/otel.py
src/system1/proto/__init__.py
src/system1/proto/system1.proto
src/system1/proto/system1_pb2.py
src/system1/proto/system1_pb2_grpc.py
src/system1_instinct.egg-info/PKG-INFO
src/system1_instinct.egg-info/SOURCES.txt
src/system1_instinct.egg-info/dependency_links.txt
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tests/conftest.py
tests/test_adversarial_invariants.py
tests/test_attestation_invariants.py
tests/test_audit_architectural_upgrades.py
tests/test_authorization_invariants.py
tests/test_auto_cutover.py
tests/test_cache_invariants.py
tests/test_calibration.py
tests/test_cli.py
tests/test_cli_compile.py
tests/test_cli_teach.py
tests/test_compiler.py
tests/test_conformal.py
tests/test_conformal_invariants.py
tests/test_contract_invariants.py
tests/test_core_isolation.py
tests/test_cutover_invariants.py
tests/test_engine.py
tests/test_eval_and_recalibrate.py
tests/test_gateway_boundaries.py
tests/test_grpc_external_generated_client.py
tests/test_grpc_polyglot.py
tests/test_grpc_server.py
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tests/test_inbox_zero.py
tests/test_instinct_lifecycle.py
tests/test_integrations.py
tests/test_langchain_dispatch.py
tests/test_logistic_teaching.py
tests/test_model.py
tests/test_neural_projector.py
tests/test_observability.py
tests/test_observation_contract.py
tests/test_packaging_and_supply_chain.py
tests/test_primary_examples.py
tests/test_public_email_evidence.py
tests/test_receipt.py
tests/test_release_examples.py
tests/test_review_regressions.py
tests/test_schema.py
tests/test_security_boundaries.py
tests/test_stable_lifecycle.py
tests/test_system1_exports.py
tests/test_teaching.py
tests/test_teaching_by_doing.py
tests/test_teaching_session.py
tests/test_tfidf.py
tests/test_train_expert.py
tests/test_typesafe_compat.py
tests/test_whitening_and_exemplars.py
tests/test_workload_evidence.py
tests/e2e/__init__.py
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tests/e2e/test_tier1_cli.py
tests/e2e/test_tier1_conformal.py
tests/e2e/test_tier1_latency.py
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tests/e2e/test_tier1_zero_network.py
tests/e2e/test_tier2_boundaries.py
tests/e2e/test_tier3_combinations.py
tests/e2e/test_tier4_real_world.py