agentfield
Build, run and scale AI agents like API and microservices
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- bug_report.md
- community-project.md
- feature_request.md
- question.md
- task.md
- main.json
- README.md
- ai-label.yml
- contributor-reminders.yml
- control-plane.yml
- coverage-badge.yml
- coverage-report.yml
- coverage.yml
- desktop.yml
- docker.yml
- functional-tests.yml
- issue-assignment-tracking.yml
- memory-metrics-report.yml
- memory-metrics.yml
- readme-links.yml
- release.yml
- sdk-go.yml
- sdk-python.yml
- sdk-typescript.yml
- sync-rulesets.yml
- update-download-stats.yml
- BRANCH_PROTECTION.md
- github-buddy.yml
- pull_request_template.md
- ai-backend.webp
- harness-black-box.webp
- harness-membrane.webp
- iam-ai-backends.png
- what-is-harness-orchestration.webp
- agentic-pr-reviewer-hero.png
- agentic-pr-reviewer.png
- ai-security-auditor.png
- autonomous-engineering-team.png
- cloud-security.png
- deep-research-engine.png
- person-to-brief-af.png
- reactive-database-layer.png
- arch.png
- deepresearch banner.png
- features-strip.png
- github hero.png
- harness-banner.png
- UI.png
- utm-links.csv
- main.go
- bot.png
- chart-column.png
- circle-check-green.png
- circle-check-red.png
- circle-check-yellow.png
- circle-check.png
- cpu-green.png
- cpu-red.png
- cpu-yellow.png
- cpu.png
- dot-gray.png
- dot-green.png
- dot-red.png
- dot-yellow.png
- gauge-green.png
- gauge-red.png
- gauge-yellow.png
- gauge.png
- key.png
- layout-dashboard.png
- LICENSE.md
- power.png
- scroll-text.png
- server.png
- appicon.icns
- icon_active.ico
- icon_active.png
- icon_inactive.ico
- icon_inactive.png
- assets_darwin.go
- chart_render.go
- charts.go
- charts_test.go
- claude_quota_darwin.go
- fleet_test.go
- launchd_darwin.go
- main.go
- main_test.go
- menu_icons_darwin.go
- metrics_darwin.go
- shared.go
- shared_test.go
- stub_test.go
- takeover_darwin_test.go
- tray_darwin.go
- tray_other.go
- usage_test.go
- main.go
- main_test.go
- main.go
- main_test.go
- agentfield.yaml
- ensure.go
- ensure_test.go
- ensure_unix_test.go
- lock_other.go
- lock_unix.go
- container.go
- container_additional_test.go
- container_test.go
- ard.go
- ard_test.go
- commands_test.go
- dev.go
- install.go
- json_output.go
- json_output_test.go
- run.go
- command.go
- command_test.go
- output.go
- output_test.go
- agentfield-package.yaml
- agentfield-package.yaml
- agentfield-package.yaml
- aforge.go
- agent_commands.go
- agent_exec.go
- agent_exec_test.go
- agent_helpers_test.go
- auth.go
- auth_test.go
- call.go
- call_test.go
- catalog.go
- catalog_test.go
- command_helpers_additional_test.go
- commands_test.go
- config.go
- config_additional_test.go
- connection_hint_test.go
- coverage_gap_additional_test.go
- credentials.go
- doctor.go
- doctor_additional_test.go
- doctor_probe_test.go
- execution.go
- execution_additional_test.go
- furrow.go
- furrow_test.go
- generated_scaffold_test.go
- harness_doctor.go
- harness_doctor_test.go
- init.go
- init_nodes_root_additional_test.go
- init_test.go
- list.go
- list_health_test.go
- logs.go
- logs_tail_test.go
- ls_reasoners.go
- node_json.go
- node_json_test.go
- nodes.go
- ops_additional_test.go
- proc_unix.go
- proc_unix_test.go
- proc_windows.go
- ps.go
- ps_test.go
- root.go
- root_test.go
- secrets.go
- secrets_test.go
- service.go
- service_darwin.go
- service_other.go
- service_other_test.go
- service_test.go
- session.go
- session_test.go
- share_command.go
- share_command_test.go
- show_requirements.go
- show_requirements_test.go
- skill.go
- skill_additional_test.go
- stop.go
- stop_executions_test.go
- tail.go
- trigger_commands_test.go
- trigger_common.go
- uninstall.go
- uninstall_test.go
- utils.go
- vc.go
- vc_additional_test.go
- vc_test.go
- vc_verification_enhanced.go
- verify_alias_test.go
- verify_provenance.go
- verify_provenance_test.go
- version.go
- wait.go
- wait_test.go
- config.go
- config_additional_test.go
- config_knowledge_env_test.go
- config_mcp_env_test.go
- package_config.go
- package_config_additional_test.go
- package_config_test.go
- models.go
- agent_client.go
- process.go
- services.go
- storage.go
- agent_service.go
- agent_service_language_test.go
- agent_service_startup_test.go
- agent_service_test.go
- coverage_additional_test.go
- coverage_gap_test.go
- coverage_network_test.go
- coverage_targeted_test.go
- dev_service.go
- dev_service_test.go
- dev_service_windows.go
- install_path_test.go
- install_result_test.go
- mocks_fs_test.go
- node_deps_test.go
- package_service.go
- package_service_test.go
- server_url.go
- ui.go
- embedding.go
- embedding_test.go
- fake.go
- openai.go
- openai_test.go
- provider.go
- encryption.go
- encryption_additional_test.go
- encryption_test.go
- event_bus.go
- event_bus_invariant_test.go
- event_bus_test.go
- events_test.go
- execution_events.go
- node_events.go
- publishers_test.go
- reasoner_events.go
- trigger_events.go
- ensure.go
- ensure_test.go
- ensure_unix_test.go
- lock_other.go
- lock_unix.go
- access_policies.go
- admin_additional_test.go
- admin_handlers_test.go
- tag_approval.go
- agent_summary.go
- agentic_test.go
- batch.go
- batch_test.go
- bm25.go
- bm25_test.go
- coverage_additional_test.go
- discover.go
- discover_test.go
- helpers.go
- kb.go
- load.go
- load_test.go
- query.go
- query_events_test.go
- query_handler_test.go
- reasoners.go
- reasoners_test.go
- run_overview.go
- status.go
- status_test.go
- handlers.go
- handlers_test.go
- agent_secrets.go
- agent_secrets_test.go
- api_test.go
- authorization.go
- config.go
- config_test.go
- coverage_config_auth_lifecycle_test.go
- coverage_dashboard_additional_test.go
- coverage_did_nil_handlers_test.go
- coverage_did_services_additional_test.go
- coverage_did_test.go
- coverage_env_reasoners_test.go
- coverage_execution_workflow_handlers_test.go
- coverage_executions_error_paths_test.go
- coverage_low_funcs_additional_test.go
- coverage_nodes_dashboard_summary_test.go
- coverage_packages_timeline_node_log_test.go
- coverage_streams_proxy_test.go
- dashboard.go
- dashboard_aggregate.go
- dashboard_cache.go
- dashboard_format.go
- dashboard_helpers_test.go
- did.go
- env.go
- errors.go
- execution_helpers_test.go
- execution_logs.go
- execution_logs_handler_test.go
- execution_timeline.go
- executions.go
- executions_helpers_test.go
- executions_test.go
- lifecycle.go
- main_test.go
- node_log_settings.go
- node_logs.go
- nodes.go
- observability_webhook.go
- observability_webhook_test.go
- packages.go
- packages_install.go
- packages_install_test.go
- packages_test.go
- reasoners.go
- recent_activity.go
- router_helpers_test.go
- sse_test.go
- test_helpers_test.go
- usage.go
- usage_test.go
- workflow_runs.go
- workflow_runs_helpers_test.go
- agent_concurrency.go
- agent_concurrency_test.go
- ard.go
- ard_test.go
- config_storage.go
- config_storage_test.go
- coverage_additional_test.go
- coverage_handlers_90_additional_test.go
- coverage_handlers_90_test.go
- coverage_handlers_92_target_test.go
- coverage_handlers_gap_test.go
- coverage_low_branches_test.go
- coverage_raise_88_test.go
- did_handlers.go
- did_handlers_test.go
- did_handlers_x25519_errors_test.go
- did_resolve_x25519_test.go
- discovery.go
- discovery_test.go
- empty_input_test.go
- errors.go
- execute.go
- execute_agent_restart.go
- execute_agent_restart_test.go
- execute_approval.go
- execute_approval_ssrf_test.go
- execute_approval_test.go
- execute_async_test.go
- execute_awaiter_status.go
- execute_awaiter_status_test.go
- execute_batch_status_test.go
- execute_cancel.go
- execute_cancel_test.go
- execute_cancel_tree.go
- execute_cancel_tree_test.go
- execute_dag_enforcement_test.go
- execute_handler_test.go
- execute_pause.go
- execute_pause_test.go
- execute_redact_behavior_test.go
- execute_redact_test.go
- execute_restart.go
- execute_restart_test.go
- execute_status_update_test.go
- execute_test.go
- execution_approval_response.go
- execution_approval_response_test.go
- execution_cleanup.go
- execution_cleanup_loop_test.go
- execution_cleanup_test.go
- execution_event_metadata_test.go
- execution_guards.go
- execution_guards_test.go
- execution_logs.go
- execution_logs_test.go
- execution_notes.go
- execution_notes_test.go
- execution_status_handler_test.go
- executions_active.go
- executions_active_test.go
- knowledge.go
- knowledge_errors_test.go
- knowledge_test.go
- mcp.go
- mcp_test.go
- memory.go
- memory_access_control.go
- memory_access_control_test.go
- memory_events.go
- memory_events_test.go
- memory_handler_test.go
- memory_invariant_test.go
- memory_isolation_test.go
- memory_test.go
- nodes_detail.go
- nodes_discovery_test.go
- nodes_heartbeat.go
- nodes_list.go
- nodes_register.go
- nodes_register_orphan_reap_test.go
- nodes_rest.go
- nodes_rest_test.go
- nodes_serverless_revocation_test.go
- nodes_serverless_ssrf_test.go
- nodes_split_coverage_test.go
- nodes_status.go
- nodes_test.go
- reasoner_catalog.go
- reasoner_catalog_test.go
- reasoners.go
- reasoners_test.go
- retry.go
- retry_test.go
- route_registrar.go
- sessions.go
- sessions_test.go
- test_helpers_test.go
- trigger_enrichment.go
- triggers.go
- triggers_accepts_webhook_test.go
- triggers_api_contract_test.go
- triggers_cron_integration_test.go
- triggers_filter_response_test.go
- triggers_genericbearer_integration_test.go
- triggers_generichmac_integration_test.go
- triggers_github_integration_test.go
- triggers_handler_coverage_test.go
- triggers_metrics_test.go
- triggers_provider_ingest_test.go
- triggers_register.go
- triggers_replay_test.go
- triggers_slack_integration_test.go
- triggers_source_of_truth_test.go
- triggers_sse.go
- triggers_sse_test.go
- triggers_stripe_integration_test.go
- usage_contract_golden_test.go
- usage_ingest.go
- usage_ingest_test.go
- utils.go
- vector_memory.go
- vector_memory_test.go
- verify_audit.go
- verify_audit_test.go
- webhook_approval.go
- webhook_approval_test.go
- workflow_cleanup.go
- workflow_cleanup_test.go
- workflow_dag.go
- workflow_dag_metadata_test.go
- workflow_dag_test.go
- workflow_execution_events.go
- workflow_execution_events_race_test.go
- workflow_execution_events_test.go
- workflow_share.go
- workflow_share_test.go
- agent_client.go
- agent_client_additional_test.go
- agent_client_test.go
- coverage_increase_test.go
- manager.go
- manager_test.go
- port_manager.go
- port_manager_test.go
- process_additional_test.go
- config.go
- filesystem.go
- registry.go
- storage_test.go
- knowledge.go
- knowledge_errors_test.go
- knowledge_test.go
- launchctl_darwin.go
- launchctl_other.go
- launchctl_other_test.go
- launchdsvc.go
- launchdsvc_test.go
- probe.go
- probe_test.go
- helpers.go
- logger.go
- logger_test.go
- coverage_additional_test.go
- execution_tracer.go
- execution_tracer_test.go
- telemetry.go
- telemetry_test.go
- tracer.go
- tracer_test.go
- config_version_fixtures_test.go
- config_version_test.go
- copyfile_test.go
- coverage_boost_test.go
- credentials.go
- credentials_test.go
- env_resolver.go
- env_resolver_additional_test.go
- env_resolver_group_test.go
- env_resolver_test.go
- exe_suffix_test.go
- git.go
- git_additional_test.go
- git_subdir_test.go
- git_summary_test.go
- git_supersede_test.go
- git_test.go
- github.go
- github_coverage_test.go
- github_test.go
- go_runtime_test.go
- goarchive_policy_test.go
- gointerp.go
- gotoolchain_provision.go
- inspect.go
- inspect_test.go
- install_deps_test.go
- install_path_test.go
- installer.go
- installer_additional_test.go
- installer_coverage_test.go
- installer_output_test.go
- installer_test.go
- node_deps_test.go
- node_identity.go
- node_identity_test.go
- noderef_test.go
- pyinterp.go
- pyinterp_test.go
- runner.go
- runner_additional_test.go
- runner_coverage_test.go
- runner_test.go
- secrets.go
- secrets_additional_test.go
- secrets_test.go
- server_url.go
- spinner_test.go
- catalog.go
- catalog_entries.go
- catalog_test.go
- content.go
- guide.go
- kb.go
- kb_test.go
- auth.go
- auth_admin_additional_test.go
- auth_test.go
- connector_auth.go
- connector_auth_test.go
- connector_capability.go
- connector_capability_test.go
- context_helpers_additional_test.go
- did_auth.go
- did_auth_cache_additional_test.go
- did_auth_test.go
- gin_logger.go
- gin_logger_test.go
- grpc_auth.go
- grpc_auth_test.go
- memory_permission.go
- memory_permission_additional_test.go
- memory_permission_test.go
- permission.go
- permission_middleware_test.go
- permission_test.go
- privileged.go
- privileged_test.go
- config_db.go
- config_db_test.go
- graceful_shutdown_test.go
- package_routes_test.go
- package_sync.go
- package_sync_test.go
- package_sync_wiring_test.go
- routes_admin.go
- routes_admin_test.go
- routes_agentic.go
- routes_ard.go
- routes_ard_test.go
- routes_connector.go
- routes_core.go
- routes_did.go
- routes_knowledge.go
- routes_mcp.go
- routes_mcp_test.go
- routes_memory.go
- routes_middleware.go
- routes_middleware_additional_test.go
- routes_observability.go
- routes_triggers.go
- routes_ui.go
- routes_ui_privileged_test.go
- server.go
- server_additional_test.go
- server_coverage_additional_test.go
- server_grpc_test.go
- server_routes_test.go
- server_test.go
- startguard.go
- startguard_test.go
- test_helpers_test.go
- manager.go
- manager_test.go
- aggregator.go
- aggregator_test.go
- access_policy_service.go
- access_policy_service_additional_test.go
- access_policy_service_test.go
- cancel_dispatcher.go
- cancel_dispatcher_test.go
- did_registry.go
- did_registry_additional_test.go
- did_registry_test.go
- did_service.go
- did_service_backfill_additional_test.go
- did_service_helpers_additional_test.go
- did_service_partial_additional_test.go
- did_service_test.go
- did_service_x25519_rotate_errors_test.go
- did_service_x25519_test.go
- did_web_service.go
- did_web_service_additional_test.go
- did_web_service_test.go
- execution_metrics.go
- execution_metrics_test.go
- executions_ui_service.go
- executions_ui_service_additional_test.go
- executions_ui_service_sort_additional_test.go
- executions_ui_service_test.go
- health_monitor.go
- health_monitor_additional_test.go
- health_monitor_test.go
- keystore_service.go
- keystore_service_test.go
- llm_health_monitor.go
- llm_health_monitor_test.go
- misc_coverage_test.go
- observability_forwarder.go
- observability_forwarder_integration_test.go
- observability_forwarder_test.go
- payload_store.go
- payload_store_test.go
- presence_manager.go
- presence_manager_additional_test.go
- presence_manager_test.go
- services90_additional_test.go
- services90_more_additional_test.go
- services92_branch_additional_test.go
- services92_did_additional_test.go
- services95_vc_additional_test.go
- source_manager.go
- source_manager_coverage_test.go
- ssrf_safe_client.go
- ssrf_safe_client_test.go
- status_manager.go
- status_manager_test.go
- tag_approval_registration_test.go
- tag_approval_service.go
- tag_approval_service_additional_test.go
- tag_approval_service_test.go
- tag_normalization.go
- tag_normalization_test.go
- tag_vc_verifier.go
- tag_vc_verifier_additional_test.go
- tag_vc_verifier_test.go
- trigger_dispatcher.go
- trigger_dispatcher_coverage_test.go
- trigger_dispatcher_vc_test.go
- ui_service.go
- ui_service_additional_test.go
- ui_service_test.go
- vc_chain.go
- vc_issuance.go
- vc_issuance_trigger.go
- vc_issuance_trigger_test.go
- vc_resolution.go
- vc_service.go
- vc_service_additional_test.go
- vc_service_tag_additional_test.go
- vc_service_test.go
- vc_service_verification_additional_test.go
- vc_storage.go
- vc_storage_additional_test.go
- vc_storage_test.go
- vc_validation.go
- webhook_dispatcher.go
- webhook_dispatcher_additional_test.go
- webhook_dispatcher_test.go
- bundle.go
- bundle_test.go
- fixture.go
- template.html
- anti-patterns.md
- cli-toolkit.md
- examples-map.md
- live-docs.md
- mental-models.md
- model-selection.md
- patterns-emerge.md
- primitives-snapshot.md
- project-claude-template.md
- scaffold-recipe.md
- triggers.md
- verification.md
- SKILL.md
- SKILL.md
- SKILL.md
- aforge_install_test.go
- catalog.go
- catalog_agentfield_builder_test.go
- catalog_agentfield_personal_test.go
- catalog_agentfield_use_test.go
- embed.go
- furrow_install_test.go
- install.go
- install_all_test.go
- installed_artifact.go
- installed_artifact_test.go
- markerblock.go
- reconcile.go
- reconcile_test.go
- skill_mirror_test.go
- skillkit_edge_test.go
- skillkit_test.go
- state.go
- target_aider.go
- target_claude_code.go
- target_claude_code_cleanup_test.go
- target_codex.go
- target_codex_test.go
- target_cursor.go
- target_gemini.go
- target_opencode.go
- target_windsurf.go
- targets.go
- testmain_test.go
- all.go
- cron.go
- cron_test.go
- databricks.go
- databricks_test.go
- bearer.go
- bearer_test.go
- hmac.go
- hmac_test.go
- github.go
- github_test.go
- linear.go
- linear_test.go
- sentry.go
- sentry_test.go
- slack.go
- slack_test.go
- snowflake.go
- snowflake_test.go
- stripe.go
- stripe_test.go
- source.go
- source_test.go
- agent_orphan_reap_test.go
- coverage_agent_config_package_test.go
- coverage_execution_records_branches_test.go
- coverage_identity_events_reasoner_test.go
- coverage_local_queries_test.go
- coverage_local_workflow_memory_identity_test.go
- coverage_misc_helpers_test.go
- coverage_models_test.go
- coverage_postgres_helpers_test.go
- coverage_postgres_success_paths_test.go
- coverage_postgres_test.go
- coverage_schema_migration_test.go
- coverage_sqlite_vector_locks_test.go
- coverage_storage90_test.go
- coverage_storage92_additional_test.go
- coverage_storage93_test.go
- coverage_storage_clinch_test.go
- coverage_storage_helpers_additional_test.go
- coverage_unitofwork_test.go
- coverage_vector_helpers_test.go
- coverage_workflow_update_paths_test.go
- events.go
- events_test.go
- execution_records.go
- execution_records_helpers_test.go
- execution_records_test.go
- execution_state_invariant_test.go
- execution_state_validation.go
- execution_webhooks.go
- execution_webhooks_test.go
- gorm_helpers.go
- helpers_test.go
- local.go
- local_agent_execution_test.go
- local_cleanup_test.go
- local_integration_test.go
- local_query_test.go
- local_storage_test.go
- local_vector_config_pubsub_test.go
- locks.go
- locks_test.go
- migrations.go
- models.go
- observability_webhook.go
- observability_webhook_test.go
- postgres_test.go
- retry_stale_test.go
- retry_test.go
- sql_helpers.go
- stale_execution_parent_test.go
- stale_execution_reaper_test.go
- storage.go
- storage_parity_test.go
- time_parsing_test.go
- triggers.go
- triggers_coverage_test.go
- tx_utils.go
- unitofwork.go
- unitofwork_invariant_test.go
- unitofwork_test.go
- usage.go
- usage_test.go
- utils.go
- vector_store.go
- vector_store_postgres.go
- vector_store_sqlite.go
- workflow_execution_queries_test.go
- .dockerignore.tmpl
- .env.example.tmpl
- docker-compose.yml.tmpl
- go.Dockerfile.tmpl
- python.Dockerfile.tmpl
- typescript.Dockerfile.tmpl
- .env.example.tmpl
- .gitignore.tmpl
- agentfield-package.yaml.tmpl
- go.mod.tmpl
- main.go.tmpl
- README.md.tmpl
- reasoners.go.tmpl
- .env.example.tmpl
- .gitignore.tmpl
- agentfield-package.yaml.tmpl
- main.py.tmpl
- README.md.tmpl
- reasoners.py.tmpl
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- test_async_execution_manager_final90.py
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- AIClient.ts
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- multimodal.ts
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- openrouterAttribution.ts
- OpenRouterMediaProvider.ts
- openrouterUsage.ts
- RateLimiter.ts
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- ApprovalClient.ts
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- DIDAuthenticator.ts
- ExecutionContext.ts
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- didEncryption.ts
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- harness_provider_factory.test.ts
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- multimodal.test.ts
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- openrouter_attribution.test.ts
- openrouter_media_routing.test.ts
- pause.test.ts
- process_logs.test.ts
- rate_limiter.test.ts
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- reasoner_registry.test.ts
- serverless-handler.test.ts
- session_transport.test.ts
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- tool_calling.test.ts
- tool_calling_errors.test.ts
- triggers.test.ts
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- usage_ai_capture.test.ts
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- utils_http_agents.test.ts
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- workflow_reporter.test.ts
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Launch an interactive prompt with Gemini AI.
gemini
Start a REPL session to chat interactively:
{{echo "Summarize the history of Rome"}} | gemini {{[-p|--prompt]}} -
Send the output of another command to Gemini and exit immediately:
gemini {{[-m|--model]}} {{model_name}}
Use a specific model (default: auto-gemini-3):
opencode
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opencode
An AI coding agent.
Some subcommands such as `auth`, `models`, `web`, etc. have their own usage documentation.
opencode
Start the interactive TUI:
opencode {{[-c|--continue]}}
Continue the most recent session:
opencode run "{{message}}"
Run opencode in non-interactive mode by passing a prompt directly:
python
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python
Python language interpreter.
python
Start a REPL (interactive shell):
python {{path/to/file.py}}
Execute a specific Python file:
python -i {{path/to/file.py}}
Execute a specific Python file and start a REPL:
// repository documentation
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