LICENSE
LICENSE.docs
NOTICE
README.md
ainl_preprocess.py
compiler_diagnostics.py
compiler_v2.py
grammar_constraint.py
pyproject.toml
runtime.py
adapters/__init__.py
adapters/agent.py
adapters/armaraos_defaults.py
adapters/armaraos_integration.py
adapters/armaraos_memory.py
adapters/armaraos_token_tracker.py
adapters/audit_trail.py
adapters/base.py
adapters/blockchain_base.py
adapters/code_context.py
adapters/core.py
adapters/core_patch.py
adapters/crm.py
adapters/crm_db.py
adapters/demo_mock.py
adapters/email.py
adapters/embedding_memory.py
adapters/extras.py
adapters/fallback.py
adapters/fanout.py
adapters/github.py
adapters/langchain_tool.py
adapters/llm_query.py
adapters/llm_runtime.py
adapters/local_cache.py
adapters/mock.py
adapters/openclaw_defaults.py
adapters/openclaw_integration.py
adapters/openclaw_memory.py
adapters/openclaw_token_tracker.py
adapters/ptc_runner.py
adapters/registry.py
adapters/solana.py
adapters/std_ext.py
adapters/tiktok.py
adapters/tool_registry.py
adapters/vector_memory.py
adapters/airtable/__init__.py
adapters/airtable/adapter.py
adapters/dynamodb/__init__.py
adapters/dynamodb/adapter.py
adapters/llm/__init__.py
adapters/llm/anthropic.py
adapters/llm/base.py
adapters/llm/cohere.py
adapters/llm/offline.py
adapters/llm/ollama.py
adapters/llm/openrouter.py
adapters/llm/retry.py
adapters/mysql/__init__.py
adapters/mysql/adapter.py
adapters/mysql/sql_guard.py
adapters/postgres/__init__.py
adapters/postgres/adapter.py
adapters/postgres/sql_guard.py
adapters/redis/__init__.py
adapters/redis/adapter.py
adapters/supabase/__init__.py
adapters/supabase/adapter.py
adapters/tools/mcp/adapter.py
adapters/tools/mcp/client.py
adapters/tools/mcp/registry.py
adapters/tools/openclaw/gateway.py
adapters/tools/openclaw/tools.py
ainativelang.egg-info/PKG-INFO
ainativelang.egg-info/SOURCES.txt
ainativelang.egg-info/dependency_links.txt
ainativelang.egg-info/entry_points.txt
ainativelang.egg-info/requires.txt
ainativelang.egg-info/top_level.txt
armaraos/__init__.py
armaraos/env.py
armaraos/adapters/__init__.py
armaraos/adapters/channel.py
armaraos/adapters/memory.py
armaraos/adapters/security.py
armaraos/adapters/token_tracker.py
armaraos/bridge/__init__.py
armaraos/bridge/ainl_bridge_main.py
armaraos/bridge/ainl_graph_memory.py
armaraos/bridge/ainl_memory_append_cli.py
armaraos/bridge/ainl_memory_sync.py
armaraos/bridge/bridge_token_budget_adapter.py
armaraos/bridge/cron_drift_check.py
armaraos/bridge/generate_shims.py
armaraos/bridge/handlers.py
armaraos/bridge/ir_cache.py
armaraos/bridge/runner.py
armaraos/bridge/schema_bootstrap.py
armaraos/bridge/sync_node_to_ainl_memory.py
armaraos/bridge/token_usage_reporter.py
armaraos/bridge/user_friendly_error.py
armaraos/bridge/graph_viz/__init__.py
armaraos/bridge/graph_viz/server.py
armaraos/bridge/tests/__init__.py
armaraos/bridge/tests/test_ainl_memory_sync.py
armaraos/emitter/armaraos.py
cli/__init__.py
cli/main.py
hermes/__init__.py
hermes/hermes_adapter.py
hermes/hermes_mcp_server.py
hermes/hermes_skill_importer.py
intelligence/__init__.py
intelligence/context_firewall_audit.py
intelligence/ptc_to_langgraph_bridge.py
intelligence/signature_enforcer.py
intelligence/trace_export_ptc_jsonl.py
intelligence/monitor/__init__.py
intelligence/monitor/budget_policy.py
intelligence/monitor/collector.py
intelligence/monitor/cost_tracker.py
intelligence/monitor/health.py
intelligence/monitor/alerts/__init__.py
intelligence/monitor/alerts/email.py
intelligence/monitor/alerts/telegram.py
intelligence/monitor/alerts/webhook.py
intelligence/monitor/dashboard/__init__.py
intelligence/monitor/dashboard/server.py
openclaw/__init__.py
openclaw/bridge/__init__.py
openclaw/bridge/_shim_delegate.py
openclaw/bridge/ainl_bridge_main.py
openclaw/bridge/ainl_memory_append_cli.py
openclaw/bridge/bridge_token_budget_adapter.py
openclaw/bridge/cron_drift_check.py
openclaw/bridge/generate_shims.py
openclaw/bridge/ir_cache.py
openclaw/bridge/run_wrapper_ainl.py
openclaw/bridge/schema_bootstrap.py
openclaw/bridge/sync_node_to_ainl_memory.py
openclaw/bridge/token_usage_reporter.py
openclaw/bridge/trigger_ainl_wrapper.py
openclaw/bridge/user_friendly_error.py
runtime/__init__.py
runtime/ainl_bundle.py
runtime/compat.py
runtime/engine.py
runtime/observability.py
runtime/sandbox_shim.py
runtime/values.py
runtime/adapters/__init__.py
runtime/adapters/a2a.py
runtime/adapters/base.py
runtime/adapters/builtins.py
runtime/adapters/executor_bridge.py
runtime/adapters/fs.py
runtime/adapters/http.py
runtime/adapters/memory.py
runtime/adapters/replay.py
runtime/adapters/sqlite.py
runtime/adapters/tools.py
runtime/adapters/wasm.py
runtime/wrappers/__init__.py
runtime/wrappers/langgraph_wrapper.py
runtime/wrappers/temporal_wrapper.py
scripts/__init__.py
scripts/ainl_mcp_server.py
scripts/ainl_memory_append_cli.py
scripts/ainl_trace_viewer.py
scripts/analyze_eval_trends.py
scripts/apollo_migrate_state.py
scripts/auto_tune_ainl_caps.py
scripts/benchmark_ollama.py
scripts/benchmark_runtime.py
scripts/benchmark_size.py
scripts/bridge_sizing_probe.py
scripts/build_canonical_curriculum.py
scripts/build_canonical_training_pack.py
scripts/build_failure_boost_dataset.py
scripts/build_regression_supervision.py
scripts/capabilities_filter.py
scripts/capabilities_report.py
scripts/check_all_nonstrict.py
scripts/check_all_strict.py
scripts/check_docs_contracts.py
scripts/check_python_baseline.py
scripts/compare_benchmark_json.py
scripts/compat_gate.py
scripts/compat_report.py
scripts/compile_daily_lead_summary.py
scripts/contracts_gate.py
scripts/convert_to_training.py
scripts/cron_drift_check.py
scripts/curate_corpus.py
scripts/dump_first_step.py
scripts/emit_langgraph.py
scripts/emit_temporal.py
scripts/eval_finetuned_model.py
scripts/eval_ollama.py
scripts/evaluate_corpus.py
scripts/export_memory_daily_log_markdown.py
scripts/export_memory_records.py
scripts/feedback_loop.py
scripts/finetune_ainl.py
scripts/gen_tool_api_v2_tools.py
scripts/generate_corpus.py
scripts/generate_negative_examples.py
scripts/generate_synthetic_dataset.py
scripts/import_memory_markdown.py
scripts/import_memory_records.py
scripts/infer_ainl_lora.py
scripts/inspect_ainl.py
scripts/memory_retention_report.py
scripts/migrate_memory_legacy.py
scripts/mock_executor_bridge.py
scripts/operator_only_adapter_audit.py
scripts/patch_mode.py
scripts/plan_delta.py
scripts/policy_gate.py
scripts/refresh_snapshot_fixtures.py
scripts/regenerate_ir_snapshots.py
scripts/render_graph.py
scripts/retrieval_playbook.py
scripts/run_ainl_tests.py
scripts/run_daily_lead_summary.py
scripts/run_intelligence.py
scripts/run_runtime_tests.py
scripts/run_test_profiles.py
scripts/run_tests_and_emit.py
scripts/run_wrapper_ainl.py
scripts/runtime_runner_service.py
scripts/serve_dashboard.py
scripts/summarize_runs.py
scripts/sweep_checkpoints.py
scripts/teacher_distill_dataset.py
scripts/test_lsp.py
scripts/test_strict_compile.py
scripts/tool_api.py
scripts/validate_ainl.py
scripts/validate_coordination_mailbox.py
scripts/validate_corpus.py
scripts/validate_examples.py
scripts/validate_memory_records.py
scripts/validate_s_cron_schedules.py
scripts/validator_app.py
scripts/viability.py
scripts/visualize_ainl.py
tests/test_a2a_adapter.py
tests/test_a2a_adapter_integration.py
tests/test_adapter_manifest.py
tests/test_adapter_registry_alignment.py
tests/test_adapter_registry_base.py
tests/test_adapter_result_envelopes.py
tests/test_adapters.py
tests/test_agent_protocol_surface.py
tests/test_agent_send_task.py
tests/test_ainl_bundle.py
tests/test_ainl_profile_catalog.py
tests/test_airtable_adapter_contracts.py
tests/test_airtable_adapter_integration.py
tests/test_anthropic.py
tests/test_apollo_x_gateway.py
tests/test_armaraos_graph_snapshot_import.py
tests/test_armaraos_integration.py
tests/test_armaraos_monitor_registry.py
tests/test_artifact_policy_manifest.py
tests/test_artifact_profiles.py
tests/test_async_dispatch.py
tests/test_audit_logging.py
tests/test_benchmark_docs_contract.py
tests/test_benchmark_size.py
tests/test_bridge_shims.py
tests/test_bridge_sizing_probe.py
tests/test_canonical_curriculum_contract.py
tests/test_canonical_example_hygiene.py
tests/test_canonical_training_pack.py
tests/test_canonical_training_surface.py
tests/test_canonical_warning_lint.py
tests/test_capability_contracts.py
tests/test_capability_grant.py
tests/test_capability_tools.py
tests/test_circuit_breaker.py
tests/test_cohere.py
tests/test_common_llm_modules_strict.py
tests/test_compact_opcode_ir_parity.py
tests/test_compact_preprocess.py
tests/test_compiler_agent_suggested_fixes.py
tests/test_compiler_emit_capabilities.py
tests/test_compiler_patch_a_guardrails.py
tests/test_compiler_patch_c_openapi_types.py
tests/test_conformance.py
tests/test_context_firewall_audit.py
tests/test_coordination_validator.py
tests/test_core_builtins_v143.py
tests/test_core_contains.py
tests/test_core_filter_high_score.py
tests/test_core_merge.py
tests/test_core_substr_env.py
tests/test_corpus_layout.py
tests/test_cost_validator.py
tests/test_demo_enforcer.py
tests/test_diagnostics.py
tests/test_dynamodb_adapter_contracts.py
tests/test_dynamodb_adapter_integration.py
tests/test_embedding_memory_adapter.py
tests/test_emission_planner.py
tests/test_emit_armaraos_handpack.py
tests/test_emits_artifacts.py
tests/test_examples_autonomous_ops.py
tests/test_executor_bridge_adapter.py
tests/test_executor_bridge_envelope.py
tests/test_executor_bridge_integration.py
tests/test_extras_metrics.py
tests/test_fallback.py
tests/test_fanout_adapter.py
tests/test_fs_adapter_contracts.py
tests/test_grammar_constraint_alignment.py
tests/test_graph_patch_op.py
tests/test_graph_slice.py
tests/test_graph_tooling.py
tests/test_hermes_emitter.py
tests/test_host_adapter_allowlist_env.py
tests/test_http_adapter_contracts.py
tests/test_hybrid_emit_integration.py
tests/test_includes.py
tests/test_install_mcp.py
tests/test_install_openclaw.py
tests/test_install_zeroclaw.py
tests/test_integration.py
tests/test_intelligence_budget_hydrate.py
tests/test_inter_label_dataflow.py
tests/test_ir_cache.py
tests/test_ir_canonical.py
tests/test_ir_compact.py
tests/test_ir_compact_patch.py
tests/test_langchain_tool_adapter.py
tests/test_langserver.py
tests/test_langserver_contracts.py
tests/test_llm_query_adapter.py
tests/test_llm_runtime.py
tests/test_llm_runtime_cost_recording.py
tests/test_local_cache_adapter.py
tests/test_lossless.py
tests/test_markdown_importer.py
tests/test_mcp_auto_cache_adapter.py
tests/test_mcp_ecosystem_import.py
tests/test_mcp_exposure_scoping.py
tests/test_mcp_frame_hints.py
tests/test_mcp_policy_contract.py
tests/test_mcp_server.py
tests/test_mcp_stdio_transport_openfang_compat.py
tests/test_mcp_workspace_limits.py
tests/test_memory_adapter.py
tests/test_memory_bridge.py
tests/test_memory_execute_op.py
tests/test_memory_markdown_bridge.py
tests/test_memory_markdown_import.py
tests/test_memory_merge.py
tests/test_memory_migrate.py
tests/test_memory_recall_op.py
tests/test_memory_retention_report.py
tests/test_memory_search_op.py
tests/test_memory_validator.py
tests/test_monitor.py
tests/test_mysql_adapter_contracts.py
tests/test_mysql_adapter_integration.py
tests/test_mysql_sql_guard.py
tests/test_operator_only_audit.py
tests/test_oversight.py
tests/test_parallel_module.py
tests/test_persona_load_engine.py
tests/test_policy_validator.py
tests/test_postgres_adapter_contracts.py
tests/test_postgres_adapter_integration.py
tests/test_postgres_sql_guard.py
tests/test_profile_grant_integration.py
tests/test_ptc_parallel_module.py
tests/test_ptc_run_module.py
tests/test_ptc_runner_adapter.py
tests/test_ptc_runner_subprocess.py
tests/test_ptc_to_langgraph_bridge.py
tests/test_public_example_intent_contract.py
tests/test_recovery_loop_module.py
tests/test_redis_adapter_contracts.py
tests/test_redis_adapter_integration.py
tests/test_render_graph.py
tests/test_replay_determinism.py
tests/test_result_summary.py
tests/test_retry_backoff.py
tests/test_runner_default_limits.py
tests/test_runner_service.py
tests/test_runner_service_capabilities.py
tests/test_runner_service_policy.py
tests/test_runtime_api_compat.py
tests/test_runtime_basic.py
tests/test_runtime_compiler_conformance.py
tests/test_runtime_conformance_fixtures.py
tests/test_runtime_graph_only.py
tests/test_runtime_graph_only_negative.py
tests/test_runtime_limits.py
tests/test_runtime_parity.py
tests/test_s_cron_schedule_lines.py
tests/test_safe_optimization_policy_doc.py
tests/test_sanity_fixes.py
tests/test_security_report.py
tests/test_security_report_airtable.py
tests/test_security_report_dynamodb.py
tests/test_security_report_mysql.py
tests/test_security_report_postgres.py
tests/test_security_report_redis.py
tests/test_security_report_supabase.py
tests/test_semantic_edges.py
tests/test_signature_enforcer.py
tests/test_snapshot_compile_outputs.py
tests/test_snapshot_emitters.py
tests/test_snapshot_runtime_paths.py
tests/test_solana_blockchain.py
tests/test_solana_prediction_market_e2e.py
tests/test_sqlite_adapter_contracts.py
tests/test_status_weekly_rollup.py
tests/test_step_focus.py
tests/test_strict_adapter_contracts.py
tests/test_summarize_runs.py
tests/test_supabase_adapter_contracts.py
tests/test_supabase_adapter_integration.py
tests/test_tool_api_v2_projection.py
tests/test_tools_adapter_contracts.py
tests/test_trace_export_ptc_jsonl.py
tests/test_trace_focus.py
tests/test_visualizer.py
tests/test_vitals_bridge.py
tests/test_wasm_overlap_parity.py
tests/test_wishlist_examples_strict.py
tests/test_zeroclaw_bridge.py
tests/test_zeroclaw_wrappers.py
tooling/__init__.py
tooling/adapter_manifest.json
tooling/adapter_manifest.py
tooling/aiNativeLang.example.yml
tooling/ainl_policy_contract.json
tooling/ainl_profile_catalog.py
tooling/ainl_profiles.json
tooling/ainl_tool_api.schema.json
tooling/armaraos_install.py
tooling/artifact_policy.json
tooling/artifact_profiles.json
tooling/bench_metrics.py
tooling/benchmark_manifest.json
tooling/benchmark_runtime_ci.json
tooling/benchmark_runtime_results.json
tooling/benchmark_size.json
tooling/benchmark_size_ci.json
tooling/bot_bootstrap.json
tooling/canonical_curriculum.json
tooling/canonical_training_pack.json
tooling/capabilities.json
tooling/capabilities.schema.json
tooling/capability_grant.py
tooling/coordination_validator.py
tooling/cost_estimate.py
tooling/cron_registry.json
tooling/doctor.py
tooling/effect_analysis.py
tooling/emission_planner.py
tooling/emit_targets.py
tooling/graph_api.py
tooling/graph_diff.py
tooling/graph_export.py
tooling/graph_normalize.py
tooling/graph_rewrite.py
tooling/graph_safe_edit.py
tooling/graph_slice.py
tooling/intelligence_budget_hydrate.py
tooling/ir_canonical.py
tooling/ir_compact.py
tooling/ir_compact_patch.py
tooling/markdown_importer.py
tooling/mcp_ecosystem_import.py
tooling/mcp_exposure_profiles.json
tooling/mcp_host_install.py
tooling/memory_bridge.py
tooling/memory_markdown_bridge.py
tooling/memory_markdown_import.py
tooling/memory_migrate.py
tooling/memory_validator.py
tooling/openclaw_install.py
tooling/oversight.py
tooling/policy_validator.py
tooling/project_provenance.json
tooling/result_summary.py
tooling/security_profiles.json
tooling/security_report.py
tooling/step_focus.py
tooling/support_matrix.json
tooling/tool_api_v2.tools.json
tooling/trace_focus.py
tooling/zeroclaw_bridge.py
tooling/zeroclaw_install.py