Personal AI, On Personal Devices
This report summarizes scanner evidence for open-jarvis/OpenJarvis, a Python project with 10,927 GitHub stars. SynthScan examined 442,405 lines of code across 2102 source files, recording 12472 pattern matches distributed across 23 syntactic categories. The legacy adjusted pattern signal is 48.2 (High pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 5723 finding(s).
Are imports declared and package/API names verified? 1892 finding(s).
Are wrappers, guards, and repeated structures necessary? 9962 finding(s).
Which changes need focused human review? 12472 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 12472 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | frontend/src/types/connectors.ts | 95 | // ── Upload / Paste ───────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/types/connectors.ts | 110 | // ── Communication ────────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/types/connectors.ts | 289 | // ── Documents ────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/types/connectors.ts | 348 | // ── PIM (Calendar, Contacts) ─────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/lib/store.ts | 35 | // ── localStorage persistence ────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/lib/store.ts | 140 | // ── Store ───────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/lib/store.ts | 302 | // ── Conversations ─────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/lib/store.ts | 478 | // ── Deep Research ───────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/lib/store.ts | 482 | // ── Models & server ──────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 543 | // ── Settings ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 551 | // ── UI ────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 559 | // ── Agents ───────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 575 | // ── Logs ──────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 582 | // ── Model loading ─────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | frontend/src/lib/store.ts | 586 | // ── Opt-in sharing ────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/pages/AgentsPage.tsx | 3556 | // ── Detail View ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | frontend/src/pages/AgentsPage.tsx | 3904 | // ── List View ─────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | tests/conftest.py | 146 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 148 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 246 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 248 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/conftest.py | 287 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/conftest.py | 289 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 310 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 312 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 351 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/conftest.py | 353 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 14 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 16 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 32 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 34 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 50 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 52 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 66 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 68 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 82 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 84 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_embedding_store.py | 105 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_embedding_store.py | 107 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_embedding_store.py | 115 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_embedding_store.py | 117 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 145 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | tests/connectors/test_embedding_store.py | 147 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 243 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 245 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 253 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 255 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 266 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 268 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 280 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 282 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 300 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 302 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 316 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 318 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 330 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 332 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 378 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 380 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | tests/connectors/test_apple_contacts.py | 395 | # --------------------------------------------------------------------------- | COMMENT |
| 2682 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | frontend/src/components/InferenceSourceSetup.tsx | 35 | export async function persistAndStartInferenceSource( | CODE |
| LOW | frontend/src/components/Desktop/SavingsDashboard.tsx | 275 | function getOrCreateAnonId(): string { | CODE |
| LOW | frontend/src/lib/tool-call.ts | 2 | export function serializeToolCallArguments(value: unknown): string { | CODE |
| LOW | frontend/src/lib/chat-telemetry.ts | 13 | export function engineFromCompletionChunk(data: unknown): string | undefined { | CODE |
| LOW | frontend/src/lib/api.ts | 957 | export async function fetchToolCredentialStatus( | CODE |
| LOW | frontend/src/lib/tts.ts | 39 | export function shouldAutoplayFinishedReply( | CODE |
| LOW | frontend/src/lib/connectors-api.ts | 125 | export async function disconnectSourceUntilComplete( | CODE |
| LOW | tests/conftest.py | 88 | def _cleanup_session_test_home(): | CODE |
| LOW | tests/conftest.py | 108 | def _isolated_openjarvis_home(monkeypatch: pytest.MonkeyPatch) -> None: | CODE |
| LOW | tests/test_digest_integration.py | 15 | def test_full_digest_pipeline(tmp_path): | CODE |
| LOW | tests/test_query_orchestrator.py | 55 | def test_direct_engine_returns_content(self): | CODE |
| LOW | tests/test_query_orchestrator.py | 67 | def test_forwards_temperature_and_max_tokens(self): | CODE |
| LOW | tests/test_query_orchestrator.py | 77 | def test_uses_config_defaults_when_omitted(self): | CODE |
| LOW | tests/test_query_orchestrator.py | 92 | def test_agent_none_stays_on_engine(self): | CODE |
| LOW | tests/test_query_orchestrator.py | 102 | def test_unknown_agent_returns_error_dict(self): | CODE |
| LOW | tests/test_query_orchestrator.py | 123 | def test_morning_digest_triggers(self, query): | CODE |
| LOW | tests/test_query_orchestrator.py | 142 | def test_plain_query_returns_none(self): | CODE |
| LOW | tests/test_conftest_lifecycle.py | 13 | def test_non_running_sessions_restore_environment_and_remove_test_home( | CODE |
| LOW⚡ | tests/test_vision.py | 19 | def test_message_defaults_to_no_images() -> None: | CODE |
| LOW⚡ | tests/test_vision.py | 23 | def test_messages_to_dicts_omits_images_for_text() -> None: | CODE |
| LOW⚡ | tests/test_vision.py | 28 | def test_messages_to_dicts_forwards_images() -> None: | CODE |
| LOW⚡ | tests/test_vision.py | 38 | def test_messages_to_dicts_empty_images_treated_as_text() -> None: | CODE |
| LOW⚡ | tests/test_vision.py | 43 | def test_default_num_ctx_default_and_override(monkeypatch) -> None: | CODE |
| LOW | tests/test_vision.py | 55 | def test_guardrails_preserves_images_when_sanitizing() -> None: | CODE |
| LOW⚡ | tests/connectors/test_embedding_store.py | 120 | def test_graceful_without_torch(tmp_path: Path) -> None: | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 258 | def test_not_connected_missing_db() -> None: | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 271 | def test_sync_yields_contacts(connector) -> None: | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 285 | def test_sync_extracts_all_fields(connector) -> None: | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 567 | def test_sync_reads_source_databases(tmp_path: Path) -> None: | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 601 | def test_sync_deduplicates_across_sources(tmp_path: Path) -> None: | CODE |
| LOW⚡ | tests/connectors/test_connectors_router_oauth.py | 143 | def test_connect_client_pair_returns_oauth_required_no_browser( | CODE |
| LOW | tests/connectors/test_connectors_router_oauth.py | 184 | def test_connect_raw_token_still_handled( | CODE |
| LOW⚡ | tests/connectors/test_connectors_router_oauth.py | 210 | def test_connect_client_pair_returns_oauth_required_for_non_google_providers( | CODE |
| LOW | tests/connectors/test_connectors_router_oauth.py | 246 | def test_google_client_pair_detection_unaffected_by_generalization( | CODE |
| LOW⚡ | tests/connectors/test_connectors_router_oauth.py | 263 | def test_oauth_start_redirects_to_consent( | CODE |
| LOW⚡ | tests/connectors/test_connectors_router_oauth.py | 290 | def test_oauth_callback_exchanges_and_connects( | CODE |
| LOW | tests/connectors/test_connectors_router_oauth.py | 326 | def test_oauth_callback_error_param_renders_failure(client: TestClient) -> None: | CODE |
| LOW | tests/connectors/test_connectors_router_oauth.py | 332 | def test_oauth_callback_exchange_failure_renders_error( | CODE |
| LOW | tests/connectors/test_connectors_router_oauth.py | 349 | def test_oauth_callback_rejects_missing_access_token_without_false_success( | CODE |
| LOW | tests/connectors/test_hybrid_search.py | 31 | def test_next_calendar_events_returns_nearest_gcalendar_rows() -> None: | CODE |
| LOW | tests/connectors/test_hybrid_search.py | 79 | def test_empty_upcoming_calendar_filter_uses_ascending_start_time() -> None: | CODE |
| LOW | tests/connectors/test_hybrid_search.py | 105 | def test_upcoming_calendar_timeline_normalizes_timestamp_offsets() -> None: | CODE |
| LOW | tests/connectors/test_hybrid_search.py | 139 | def test_upcoming_calendar_includes_today_all_day_events() -> None: | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 90 | def test_not_connected_without_credentials(connector) -> None: | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 110 | def test_auth_url_returns_string(connector) -> None: | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 125 | def test_sync_yields_documents( | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 209 | def test_sync_passes_since_as_query( | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 244 | def test_sync_without_since_passes_empty_query( | CODE |
| LOW⚡ | tests/connectors/test_gmail.py | 411 | def test_html_to_text_strips_basic_tags() -> None: | CODE |
| LOW | tests/connectors/test_gmail.py | 364 | def test_sync_channel_falls_back_to_inbox( | CODE |
| LOW | tests/connectors/test_gmail.py | 383 | def test_sync_channel_none_when_no_system_label( | CODE |
| LOW | tests/connectors/test_gmail.py | 425 | def test_html_to_text_drops_script_and_style() -> None: | CODE |
| LOW | tests/connectors/test_gmail.py | 456 | def test_html_to_text_inserts_paragraph_breaks() -> None: | CODE |
| LOW | tests/connectors/test_gmail.py | 468 | def test_sync_strips_html_when_no_text_plain( | CODE |
| LOW | tests/connectors/test_gmail.py | 519 | def test_sync_prefers_text_plain_over_text_html( | CODE |
| LOW | tests/connectors/test_gmail.py | 693 | def test_refresh_raises_when_refresh_token_missing(tmp_path: Path) -> None: | CODE |
| LOW | tests/connectors/test_gmail.py | 445 | def test_html_to_text_decodes_entities() -> None: | STRING |
| LOW⚡ | tests/connectors/test_chunker.py | 24 | def test_short_message_single_chunk(chunker: SemanticChunker) -> None: | CODE |
| LOW⚡ | tests/connectors/test_chunker.py | 38 | def test_document_splits_on_headings() -> None: | CODE |
| LOW⚡ | tests/connectors/test_chunker.py | 62 | def test_document_splits_on_paragraphs() -> None: | CODE |
| 5002 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | tests/evals/test_lifelong_agent.py | 618 | except ValueError: | CODE |
| HIGH | tests/tools/test_tool_registration.py | 103 | except Exception: | CODE |
| HIGH | tests/core/test_events.py | 63 | except KeyboardInterrupt: | CODE |
| HIGH | tests/security/test_network_defaults.py | 93 | except SystemExit: | CODE |
| HIGH | tests/learning/test_optimizer_engine.py | 652 | except FileNotFoundError: | CODE |
| HIGH | tests/learning/test_optimize_store.py | 346 | except Exception: | CODE |
| HIGH | tests/learning/test_optimize_store.py | 357 | except Exception: | CODE |
| HIGH | tests/agents/test_native_openhands.py | 51 | except Exception: | CODE |
| HIGH | tests/server/test_agent_manager_routes.py | 659 | except Exception: | CODE |
| HIGH | tests/cli/test_serve_single_build.py | 71 | except Exception: | CODE |
| HIGH | tests/cli/test_serve_single_build.py | 83 | except Exception: | CODE |
| HIGH | tests/cli/test_serve_single_build.py | 93 | except Exception: | CODE |
| HIGH | tests/speech/test_tts_backends.py | 84 | except ImportError: | CODE |
| HIGH | tests/deployment/test_docker.py | 106 | except ImportError: | CODE |
| HIGH | tests/skills/test_integration_live.py | 38 | except Exception: | CODE |
| HIGH | tests/skills/test_integration_live.py | 119 | except Exception: | CODE |
| HIGH | tests/channels/test_channels_phase21.py | 94 | except ImportError: | CODE |
| HIGH | examples/twitter_bot/twitter_bot.py | 757 | except ValueError: | CODE |
| HIGH | scripts/oauth_all.py | 42 | except (json.JSONDecodeError, OSError): | CODE |
| HIGH | src/openjarvis/sdk.py | 205 | except ImportError: | CODE |
| HIGH | src/openjarvis/sdk.py | 41 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/sync_engine.py | 112 | except (ValueError, TypeError): | CODE |
| HIGH | src/openjarvis/connectors/store.py | 581 | except Exception: | CODE |
| HIGH | src/openjarvis/connectors/apple_health.py | 397 | except (ValueError, TypeError): | CODE |
| HIGH | src/openjarvis/connectors/apple_health.py | 249 | except (ValueError, TypeError): | CODE |
| HIGH | src/openjarvis/connectors/apple_health.py | 255 | except (ValueError, TypeError): | CODE |
| HIGH | src/openjarvis/connectors/gmail_imap.py | 352 | except Exception: | CODE |
| HIGH | src/openjarvis/connectors/retriever.py | 114 | except Exception: | CODE |
| HIGH | src/openjarvis/connectors/github_notifications.py | 104 | except ValueError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 18 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 23 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 28 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 33 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 38 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 43 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 48 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 53 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 58 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 63 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 68 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 73 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 78 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 83 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 88 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 93 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 98 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 103 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 108 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 113 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 118 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 123 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 128 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 133 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 138 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/__init__.py | 143 | except ImportError: | CODE |
| HIGH | src/openjarvis/connectors/gmail.py | 243 | except Exception: # noqa: BLE001 | CODE |
| HIGH | src/openjarvis/connectors/attachment_store.py | 176 | except Exception: | CODE |
| HIGH | src/openjarvis/connectors/embedding_store.py | 175 | except Exception: | CODE |
| HIGH | src/openjarvis/connectors/news_rss.py | 281 | except (ValueError, TypeError): | CODE |
| HIGH | src/openjarvis/connectors/apple_contacts.py | 388 | except (ValueError, OverflowError): | CODE |
| 289 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/conftest.py | 3 | CODE | |
| LOW | tests/test_digest_integration.py | 7 | CODE | |
| LOW | tests/test_query_orchestrator.py | 3 | CODE | |
| LOW | tests/test_conftest_lifecycle.py | 3 | CODE | |
| LOW | tests/test_vision.py | 10 | CODE | |
| LOW | tests/connectors/test_embedding_store.py | 3 | CODE | |
| LOW | tests/connectors/test_apple_contacts.py | 7 | CODE | |
| LOW | tests/connectors/test_connectors_router_oauth.py | 28 | CODE | |
| LOW | tests/connectors/test_hybrid_search.py | 3 | CODE | |
| LOW | tests/connectors/test_gmail.py | 6 | CODE | |
| LOW | tests/connectors/test_chunker.py | 3 | CODE | |
| LOW | tests/connectors/test_stubs.py | 3 | CODE | |
| LOW | tests/connectors/test_pipeline_attachments.py | 3 | CODE | |
| LOW | tests/connectors/test_gcontacts.py | 6 | CODE | |
| LOW | tests/connectors/test_gdrive.py | 6 | CODE | |
| LOW | tests/connectors/test_imessage.py | 7 | CODE | |
| LOW | tests/connectors/test_new_connectors_live.py | 6 | CODE | |
| LOW | tests/connectors/test_notion.py | 6 | CODE | |
| LOW | tests/connectors/test_weather.py | 3 | CODE | |
| LOW | tests/connectors/test_sync_engine.py | 3 | CODE | |
| LOW | tests/connectors/test_embeddings.py | 3 | CODE | |
| LOW | tests/connectors/test_granola.py | 6 | CODE | |
| LOW | tests/connectors/test_oura.py | 3 | CODE | |
| LOW | tests/connectors/test_connector_health.py | 7 | CODE | |
| LOW | tests/connectors/test_attachment_store.py | 3 | CODE | |
| LOW | tests/connectors/test_scheduler.py | 3 | CODE | |
| LOW | tests/connectors/test_apple_music.py | 6 | CODE | |
| LOW | tests/connectors/test_oauth_flow.py | 3 | CODE | |
| LOW | tests/connectors/test_whatsapp.py | 3 | CODE | |
| LOW | tests/connectors/test_store.py | 3 | CODE | |
| LOW | tests/connectors/test_news_rss.py | 3 | CODE | |
| LOW | tests/connectors/test_apple_notes.py | 7 | CODE | |
| LOW | tests/connectors/test_obsidian.py | 3 | CODE | |
| LOW | tests/connectors/test_gcalendar.py | 6 | CODE | |
| LOW | tests/connectors/test_apple_calendar.py | 3 | CODE | |
| LOW | tests/connectors/test_incremental_sync.py | 3 | CODE | |
| LOW | tests/connectors/test_dropbox.py | 6 | CODE | |
| LOW | tests/connectors/test_outlook.py | 3 | CODE | |
| LOW | tests/connectors/test_integration.py | 3 | CODE | |
| LOW | tests/connectors/test_imap.py | 3 | CODE | |
| LOW | tests/connectors/test_slack_connector.py | 6 | CODE | |
| LOW | tests/connectors/test_google_tasks.py | 3 | CODE | |
| LOW | tests/connectors/test_hackernews.py | 3 | CODE | |
| LOW | tests/connectors/test_apple_health.py | 3 | CODE | |
| LOW | tests/connectors/test_strava.py | 3 | CODE | |
| LOW | tests/connectors/test_retriever.py | 3 | CODE | |
| LOW | tests/connectors/test_pipeline.py | 3 | CODE | |
| LOW | tests/connectors/test_spotify.py | 3 | CODE | |
| LOW | tests/connectors/test_github_notifications.py | 3 | CODE | |
| LOW | tests/connectors/test_live_smoke.py | 7 | CODE | |
| LOW | tests/traces/test_analyzer.py | 3 | CODE | |
| LOW | tests/traces/test_analyzer_energy.py | 3 | CODE | |
| LOW | tests/traces/test_store.py | 3 | CODE | |
| LOW | tests/traces/test_collector.py | 3 | CODE | |
| LOW | tests/traces/test_types.py | 3 | CODE | |
| LOW | tests/traces/test_store_fts.py | 3 | CODE | |
| LOW | tests/bench/test_energy.py | 3 | CODE | |
| LOW | tests/bench/test_bench_stats.py | 3 | CODE | |
| LOW | tests/bench/test_stubs.py | 3 | CODE | |
| LOW | tests/bench/test_latency.py | 3 | CODE | |
| 1716 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/conftest.py | 259 | except Exception: | CODE |
| LOW | tests/conftest.py | 271 | except Exception: | CODE |
| LOW⚡ | tests/conftest.py | 283 | except Exception: | CODE |
| LOW | tests/evals/test_dataset_splits_integration.py | 52 | except Exception as exc: # noqa: BLE001 — HF errors live in many modules | CODE |
| LOW⚡ | tests/tools/test_tool_registration.py | 103 | except Exception: | CODE |
| LOW⚡ | tests/core/test_utils.py | 135 | except Exception: | CODE |
| LOW | tests/security/test_merkle_audit.py | 120 | except Exception as exc: # noqa: BLE001 - capture race symptoms | CODE |
| MEDIUM | tests/security/test_merkle_audit.py | 117 | def write(logger, content): | CODE |
| LOW | tests/learning/test_optimize_store.py | 346 | except Exception: | CODE |
| LOW | tests/learning/test_optimize_store.py | 357 | except Exception: | CODE |
| LOW | tests/agents/test_native_openhands.py | 51 | except Exception: | CODE |
| LOW | tests/agents/test_native_openhands.py | 79 | except Exception as e: | CODE |
| LOW | tests/agents/test_rlm.py | 38 | except Exception as e: | CODE |
| LOW | tests/agents/test_orchestrator.py | 39 | except Exception as e: | CODE |
| LOW | tests/agents/test_native_react.py | 41 | except Exception as e: | CODE |
| LOW | tests/server/test_agent_manager_routes.py | 659 | except Exception: | CODE |
| LOW | tests/server/test_session_store.py | 96 | except Exception as exc: # noqa: BLE001 - capture race symptoms | CODE |
| MEDIUM | tests/server/test_session_store.py | 93 | def append(store, content): | CODE |
| LOW | tests/mcp/test_transport.py | 176 | except Exception as exc: # pragma: no cover - asserted below | STRING |
| LOW | tests/mcp/test_transport.py | 460 | except Exception as exc: # noqa: BLE001 | STRING |
| LOW | tests/mcp/test_transport.py | 518 | except Exception as exc: # noqa: BLE001 | STRING |
| MEDIUM | tests/mcp/test_transport.py | 456 | def call(): | CODE |
| MEDIUM | tests/mcp/test_transport.py | 514 | def call(): | CODE |
| LOW | tests/cli/test_serve_single_build.py | 71 | except Exception: | CODE |
| LOW | tests/cli/test_serve_single_build.py | 83 | except Exception: | CODE |
| LOW | tests/cli/test_serve_single_build.py | 93 | except Exception: | CODE |
| LOW | tests/test_orchestrator_learning/test_environment.py | 41 | except Exception as e: | CODE |
| LOW | tests/skills/test_integration_live.py | 38 | except Exception: | CODE |
| LOW | tests/skills/test_integration_live.py | 119 | except Exception: | CODE |
| MEDIUM | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1118 | def check_docker_available() -> Tuple[bool, str]: | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 568 | except Exception: | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1124 | except Exception as e: # noqa: BLE001 - intentionally broad | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1160 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1631 | except Exception: # noqa: BLE001 - best-effort | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1640 | except Exception: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 2161 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 2466 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 2474 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 3180 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | …esign/2026-05-05-apple-silicon-pearl-mining-plan-v1.md | 645 | except Exception: # noqa: BLE001 — log and try again | CODE |
| LOW | …esign/2026-05-05-apple-silicon-pearl-mining-plan-v1.md | 1346 | except Exception as e: # noqa: BLE001 | CODE |
| LOW | docs/user-guide/benchmarks.md | 286 | except Exception: | CODE |
| LOW | docs/architecture/channels.md | 104 | except Exception: | CODE |
| LOW | examples/messaging_hub/smart_inbox.py | 112 | except Exception as exc: | CODE |
| LOW | examples/messaging_hub/smart_inbox.py | 162 | except Exception as exc: | CODE |
| LOW | examples/doc_qa/doc_qa.py | 75 | except Exception as exc: | CODE |
| LOW⚡ | examples/doc_qa/doc_qa.py | 91 | except Exception as exc: | CODE |
| MEDIUM⚡ | examples/doc_qa/doc_qa.py | 92 | print(f"Error indexing documents: {exc}", file=sys.stderr) | CODE |
| LOW⚡ | examples/doc_qa/doc_qa.py | 103 | except Exception as exc: | CODE |
| MEDIUM⚡ | examples/doc_qa/doc_qa.py | 104 | print(f"Error during QA: {exc}", file=sys.stderr) | CODE |
| LOW | examples/browser_assistant/browser_assistant.py | 85 | except Exception as exc: | CODE |
| LOW | examples/browser_assistant/browser_assistant.py | 103 | except Exception as exc: | CODE |
| MEDIUM | examples/browser_assistant/browser_assistant.py | 104 | print(f"Error during browsing: {exc}", file=sys.stderr) | CODE |
| LOW | examples/twitter_bot/test_real_world.py | 215 | except Exception as exc: | CODE |
| LOW⚡ | examples/twitter_bot/twitter_bot.py | 646 | except Exception as exc: | CODE |
| LOW⚡ | examples/twitter_bot/twitter_bot.py | 802 | except Exception as exc: | CODE |
| LOW | examples/twitter_bot/twitter_bot.py | 301 | except Exception as exc: | CODE |
| LOW | examples/twitter_bot/twitter_bot.py | 356 | except Exception as exc: | CODE |
| LOW | examples/twitter_bot/twitter_bot.py | 420 | except Exception as exc: | CODE |
| LOW | examples/twitter_bot/twitter_bot.py | 506 | except Exception as exc: | CODE |
| 964 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/tools/test_http_request.py | 311 | __all__ = ["TestHttpRequestTool"] | CODE |
| LOW | tests/operators/test_operators.py | 86 | def update_task(self, task_dict: Dict) -> None: | CODE |
| LOW | tests/intelligence/test_routing_models.py | 13 | def _setup_models() -> None: | CODE |
| LOW⚡ | tests/security/test_ssrf.py | 271 | __all__ = ["TestCheckSsrf", "TestCheckSsrfPythonFallback", "TestIsPrivateIp"] | CODE |
| LOW | tests/security/test_builder_skill_identity.py | 31 | def set_tool_executor(self, executor) -> None: | CODE |
| LOW⚡ | tests/learning/test_routing_models.py | 33 | def _setup_models() -> None: | CODE |
| LOW | tests/learning/spec_search/test_rollback.py | 16 | def _setup_config_tree(root: Path) -> None: | CODE |
| LOW | tests/server/test_websocket.py | 253 | __all__ = [ | CODE |
| LOW | src/openjarvis/sdk.py | 19 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/sdk.py | 677 | __all__ = ["Jarvis", "JarvisSystem", "MemoryHandle", "SystemBuilder"] | CODE |
| LOW | src/openjarvis/__init__.py | 17 | __all__ = ["Jarvis", "JarvisSystem", "MemoryHandle", "SystemBuilder", "__version__"] | CODE |
| LOW | src/openjarvis/_rust_bridge.py | 184 | __all__ = [ | CODE |
| LOW | src/openjarvis/connectors/sync_engine.py | 288 | __all__ = ["SyncEngine"] | CODE |
| LOW⚡ | src/openjarvis/connectors/store.py | 186 | def _setup(self) -> None: | CODE |
| LOW | src/openjarvis/connectors/store.py | 585 | __all__ = ["KnowledgeStore"] | CODE |
| LOW | src/openjarvis/connectors/apple_health.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/google_auth.py | 24 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/google_auth.py | 125 | __all__ = [ | CODE |
| LOW | src/openjarvis/connectors/gmail_imap.py | 27 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/hybrid_search.py | 33 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/hybrid_search.py | 778 | __all__ = ["HybridSearch", "SearchHit"] | STRING |
| LOW⚡ | src/openjarvis/connectors/apple_music.py | 23 | logger = logging.getLogger(__name__) | CODE |
| LOW⚡ | src/openjarvis/connectors/whatsapp.py | 30 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/whatsapp.py | 299 | __all__ = ["WhatsAppConnector"] | CODE |
| LOW | src/openjarvis/connectors/chunker.py | 398 | __all__ = ["ChunkResult", "SemanticChunker"] | CODE |
| LOW⚡ | src/openjarvis/connectors/retriever.py | 27 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/retriever.py | 301 | __all__ = ["ColBERTReranker", "Reranker", "TwoStageRetriever"] | CODE |
| LOW | src/openjarvis/connectors/github_notifications.py | 57 | def set_token(self, token: str) -> None: | CODE |
| LOW | src/openjarvis/connectors/weather.py | 248 | __all__ = ["WeatherAPIError", "WeatherConnector", "fetch_weather"] | CODE |
| LOW | src/openjarvis/connectors/__init__.py | 11 | __all__ = ["Attachment", "BaseConnector", "Document", "KnowledgeStore", "SyncStatus"] | CODE |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/oura.py | 55 | def set_token(self, token: str) -> None: | CODE |
| LOW⚡ | src/openjarvis/connectors/granola.py | 25 | logger = logging.getLogger(__name__) | CODE |
| LOW⚡ | src/openjarvis/connectors/gmail.py | 40 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/embeddings.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/embeddings.py | 180 | __all__ = [ | CODE |
| LOW⚡ | src/openjarvis/connectors/attachment_store.py | 70 | def _setup(self) -> None: | STRING |
| LOW⚡ | src/openjarvis/connectors/attachment_store.py | 180 | __all__ = ["AttachmentStore"] | CODE |
| LOW | src/openjarvis/connectors/pipeline.py | 318 | __all__ = ["IngestionPipeline"] | CODE |
| LOW⚡ | src/openjarvis/connectors/embedding_store.py | 23 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/embedding_store.py | 179 | __all__ = ["EmbeddingStore"] | CODE |
| LOW | src/openjarvis/connectors/scheduler.py | 31 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/connectors/scheduler.py | 149 | __all__ = ["SyncScheduler"] | CODE |
| LOW | src/openjarvis/traces/store.py | 348 | __all__ = ["TraceStore"] | CODE |
| LOW | src/openjarvis/traces/analyzer.py | 328 | __all__ = ["RouteStats", "StepTypeStats", "ToolStats", "TraceAnalyzer", "TraceSummary"] | CODE |
| LOW | src/openjarvis/traces/collector.py | 283 | __all__ = ["TraceCollector", "record_response_trace"] | CODE |
| LOW | src/openjarvis/traces/__init__.py | 15 | __all__ = ["TraceAnalyzer", "TraceCollector", "TraceStore"] | CODE |
| LOW | src/openjarvis/bench/latency.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/bench/latency.py | 92 | __all__ = ["LatencyBenchmark"] | CODE |
| LOW | src/openjarvis/bench/throughput.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/bench/throughput.py | 100 | __all__ = ["ThroughputBenchmark"] | CODE |
| LOW | src/openjarvis/bench/__init__.py | 23 | __all__ = [ | CODE |
| LOW | src/openjarvis/bench/energy.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | src/openjarvis/bench/energy.py | 184 | __all__ = ["EnergyBenchmark"] | CODE |
| LOW | src/openjarvis/bench/_stubs.py | 156 | __all__ = ["BaseBenchmark", "BenchmarkResult", "BenchmarkSuite"] | CODE |
| LOW | src/openjarvis/evals/skill_benchmark.py | 502 | __all__ = [ | CODE |
| LOW | src/openjarvis/evals/cli.py | 166 | def _setup_logging(verbose: bool) -> None: | CODE |
| LOW | src/openjarvis/evals/core/event_recorder.py | 98 | __all__ = ["AgentEvent", "EventRecorder", "EventType"] | CODE |
| LOW | src/openjarvis/evals/core/trace.py | 355 | __all__ = ["TurnTrace", "QueryTrace"] | CODE |
| LOW | src/openjarvis/evals/core/runner.py | 1423 | __all__ = ["EvalRunner"] | CODE |
| 613 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | tests/connectors/test_apple_contacts.py | 0 | is_connected() returns false when the database file does not exist. | STRING |
| HIGH | tests/connectors/test_imessage.py | 0 | is_connected() returns false when the database file does not exist. | STRING |
| HIGH | tests/connectors/test_apple_notes.py | 0 | is_connected() returns false when the database file does not exist. | STRING |
| HIGH | tests/connectors/test_apple_contacts.py | 0 | mcp_tools() returns exactly 2 tools with the expected names. | STRING |
| HIGH | tests/connectors/test_imessage.py | 0 | mcp_tools() returns exactly 2 tools with the expected names. | STRING |
| HIGH | tests/connectors/test_apple_notes.py | 0 | mcp_tools() returns exactly 2 tools with the expected names. | STRING |
| HIGH | tests/connectors/test_gmail.py | 0 | write a minimal fake credentials file and return its path. | STRING |
| HIGH | tests/connectors/test_gcontacts.py | 0 | write a minimal fake credentials file and return its path. | STRING |
| HIGH | tests/connectors/test_gcalendar.py | 0 | write a minimal fake credentials file and return its path. | STRING |
| HIGH | tests/connectors/test_gmail.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_gcontacts.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_gdrive.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_gcalendar.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_dropbox.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_slack_connector.py | 0 | is_connected() returns false when no credentials file exists. | STRING |
| HIGH | tests/connectors/test_gmail.py | 0 | mcp_tools() returns exactly 3 tools with the required names. | STRING |
| HIGH | tests/connectors/test_gdrive.py | 0 | mcp_tools() returns exactly 3 tools with the required names. | STRING |
| HIGH | tests/connectors/test_gcalendar.py | 0 | mcp_tools() returns exactly 3 tools with the required names. | STRING |
| HIGH | tests/connectors/test_dropbox.py | 0 | mcp_tools() returns exactly 3 tools with the required names. | STRING |
| HIGH | tests/connectors/test_slack_connector.py | 0 | mcp_tools() returns exactly 3 tools with the required names. | STRING |
| HIGH | tests/connectors/test_gcontacts.py | 0 | auth_url() returns the credentials page when no client_id is stored. | STRING |
| HIGH | tests/connectors/test_gdrive.py | 0 | auth_url() returns the credentials page when no client_id is stored. | STRING |
| HIGH | tests/connectors/test_gcalendar.py | 0 | auth_url() returns the credentials page when no client_id is stored. | STRING |
| HIGH | tests/connectors/test_gcontacts.py | 0 | mcp_tools() returns exactly 2 tools with the required names. | STRING |
| HIGH | tests/connectors/test_notion.py | 0 | mcp_tools() returns exactly 2 tools with the required names. | STRING |
| HIGH | tests/connectors/test_granola.py | 0 | mcp_tools() returns exactly 2 tools with the required names. | STRING |
| HIGH | src/openjarvis/connectors/apple_music.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/whatsapp.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/gcalendar.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/imessage.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/slack_connector.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/granola.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/dropbox.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/gmail.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/gcontacts.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/gdrive.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/obsidian.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/notion.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/apple_notes.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/apple_contacts.py | 0 | return sync progress from the most recent :meth:`sync` call. | STRING |
| HIGH | src/openjarvis/connectors/gcalendar.py | 0 | return ``true`` if a credentials file with a valid token exists. | STRING |
| HIGH | src/openjarvis/connectors/gcontacts.py | 0 | return ``true`` if a credentials file with a valid token exists. | STRING |
| HIGH | src/openjarvis/connectors/gdrive.py | 0 | return ``true`` if a credentials file with a valid token exists. | STRING |
| HIGH | src/openjarvis/connectors/slack_connector.py | 0 | return ``true`` if a credentials file with a valid token exists. | STRING |
| HIGH | src/openjarvis/connectors/dropbox.py | 0 | return ``true`` if a credentials file with a valid token exists. | STRING |
| HIGH | src/openjarvis/evals/scorers/mmlu_pro_mcq.py | 0 | use the judge llm to extract the answer letter from the response. | STRING |
| HIGH | src/openjarvis/evals/scorers/gpqa_mcq.py | 0 | use the judge llm to extract the answer letter from the response. | STRING |
| HIGH | src/openjarvis/evals/scorers/supergpqa_mcq.py | 0 | use the judge llm to extract the answer letter from the response. | STRING |
| HIGH | src/openjarvis/evals/scorers/coding_task.py | 0 | extract python code from model answer, handling markdown fences. | STRING |
| HIGH | src/openjarvis/evals/scorers/livecodebench.py | 0 | extract python code from model answer, handling markdown fences. | STRING |
| HIGH | src/openjarvis/evals/scorers/coding_assistant.py | 0 | extract python code from model answer, handling markdown fences. | STRING |
| HIGH | src/openjarvis/engine/cloud.py | 0 | yield streamchunks with content, tool_calls, and finish_reason. | STRING |
| HIGH | src/openjarvis/engine/_openai_compat.py | 0 | yield streamchunks with content, tool_calls, and finish_reason. | STRING |
| HIGH | src/openjarvis/engine/nim.py | 0 | yield streamchunks with content, tool_calls, and finish_reason. | STRING |
| HIGH | src/openjarvis/channels/whatsapp.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| HIGH | src/openjarvis/channels/webhook.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| HIGH | src/openjarvis/channels/mattermost.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| HIGH | src/openjarvis/channels/teams.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| HIGH | src/openjarvis/channels/irc_channel.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| HIGH | src/openjarvis/channels/google_chat.py | 0 | mark as connected (send-only — no persistent connection). | STRING |
| 4 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH⚡ | tests/evals/test_lifelong_agent.py | 109 | "script": "test -f /tmp/testfile && exit 0 || exit 1", | CODE |
| HIGH⚡ | tests/evals/test_lifelong_agent.py | 109 | "script": "test -f /tmp/testfile && exit 0 || exit 1", | CODE |
| HIGH⚡ | tests/evals/test_lifelong_agent.py | 114 | "script": "test -f /tmp/testfile && exit 0 || exit 1", | CODE |
| HIGH⚡ | tests/evals/test_lifelong_agent.py | 114 | "script": "test -f /tmp/testfile && exit 0 || exit 1", | CODE |
| HIGH | tests/evals/comparison/test_openclaw_runner_contract.py | 24 | " payloads: [{ text: 'hello from openclaw', mediaUrl: null }],", | CODE |
| HIGH | tests/tools/test_repl.py | 175 | result = tool.execute(code="print(undefined)") | CODE |
| HIGH⚡ | tests/memory/test_memory_service.py | 179 | svc.submit("my build script runs make && rm -rf build", "ok") | CODE |
| HIGH | tests/agents/test_native_react.py | 235 | '{"action":"calculator","action_input":null}', | CODE |
| HIGH⚡ | tests/mcp/test_resolve_mcp_servers.py | 52 | @pytest.mark.parametrize("raw", ["[1]", "[null]", '["not-json"]']) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 16 | buf.push(TelemetrySample(timestamp_ns=100)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 22 | buf.push(TelemetrySample(timestamp_ns=i * 100)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 28 | buf.push(TelemetrySample(timestamp_ns=i * 1000)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 34 | buf.push(TelemetrySample(timestamp_ns=1)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 43 | buf.push( | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 56 | buf.push(TelemetrySample(timestamp_ns=0, gpu_power_w=100.0)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 63 | buf.push(TelemetrySample(timestamp_ns=0, gpu_power_w=100.0, cpu_power_w=40.0)) | CODE |
| HIGH⚡ | tests/telemetry/test_session.py | 64 | buf.push( | CODE |
| HIGH | tests/telemetry/test_phase_metrics_new.py | 17 | session._buffer.push( | CODE |
| HIGH⚡ | tests/engine/test_stream_full.py | 204 | ' "finish_reason": null}]}' | CODE |
| HIGH⚡ | tests/engine/test_stream_full.py | 209 | ' "finish_reason": null}]}' | CODE |
| HIGH | src/openjarvis/evals/datasets/coding_task.py | 203 | "examples": "serialize a tree [1,2,3,null,null,4,5] -> some string\ndeserialize that string -> same tree", | CODE |
| HIGH | src/openjarvis/evals/datasets/webchorearena.py | 107 | "Install with: pip install playwright && playwright install" | CODE |
| HIGH | src/openjarvis/evals/datasets/workarena.py | 239 | "Install with: pip install playwright==1.44.0 && playwright install" | CODE |
| HIGH | src/openjarvis/evals/scorers/terminalbench_v2_1.py | 106 | "cat /logs/verifier/reward.txt 2>/dev/null || echo 0", | CODE |
| HIGH | src/openjarvis/evals/scorers/terminalbench_v2_1.py | 169 | "mkdir -p /logs/verifier && sleep infinity", | CODE |
| HIGH | src/openjarvis/evals/scorers/terminalbench_v2_1.py | 187 | "cat > /app/solve.sh && chmod +x /app/solve.sh", | CODE |
| HIGH | src/openjarvis/evals/scorers/terminalbench_v2_1.py | 201 | "cd /app && bash /app/solve.sh", | CODE |
| HIGH | src/openjarvis/evals/scorers/terminalbench_v2_1.py | 228 | "cat /logs/verifier/reward.txt 2>/dev/null || echo 0", | CODE |
| HIGH | src/openjarvis/evals/execution/webchorearena_env.py | 9 | - playwright (pip install playwright && playwright install) | STRING |
| HIGH | …c/openjarvis/evals/execution/terminalbench_v2_1_env.py | 84 | "mkdir -p /logs/verifier && sleep infinity", | CODE |
| HIGH⚡ | src/openjarvis/tools/browser.py | 368 | ).map(e => (e.innerText || e.getAttribute('aria-label') || '').trim()) | STRING |
| HIGH⚡ | src/openjarvis/tools/browser.py | 369 | .filter(t => t && t.length < 80) | STRING |
| HIGH | src/openjarvis/agents/orchestrator.py | 250 | # true, null, or [1, 2] may still be the intended text for a tool's | COMMENT |
| HIGH | src/openjarvis/server/comparison.py | 285 | && cd OpenJarvis && uv sync</code> | CODE |
| HIGH | src/openjarvis/server/comparison.py | 428 | + 'OpenJarvis.git && cd OpenJarvis && uv sync'; | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 360 | .textContent = fmtDollar(oa.total_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 362 | .textContent = fmtDollar(oa.input_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 364 | .textContent = fmtDollar(oa.output_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 369 | .textContent = fmtDollar(an.total_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 371 | .textContent = fmtDollar(an.input_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 373 | .textContent = fmtDollar(an.output_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 378 | .textContent = fmtDollar(go.total_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 380 | .textContent = fmtDollar(go.input_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 382 | .textContent = fmtDollar(go.output_cost || 0); | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 394 | const ej = oa.energy_joules || 0; | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 395 | const eWh = oa.energy_wh || 0; | CODE |
| HIGH⚡ | src/openjarvis/server/dashboard.py | 396 | const fl = oa.flops || 0; | CODE |
| HIGH | src/openjarvis/telemetry/session.py | 124 | self._buffer.push(sample) | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/memory/test_storage_suite.py | 32 | CODE | |
| LOW | tests/security/test_capabilities.py | 182 | CODE | |
| LOW | tests/security/test_data_boundary_audit.py | 1406 | CODE | |
| LOW | tests/agents/test_manager.py | 173 | CODE | |
| LOW | tests/server/test_websocket.py | 75 | CODE | |
| LOW | tests/server/test_websocket.py | 167 | CODE | |
| LOW | tests/server/test_websocket.py | 225 | CODE | |
| LOW | tests/cli/test_serve_single_build.py | 43 | CODE | |
| LOW | tests/mining/test_cpu_pearl.py | 226 | CODE | |
| LOW | tests/deployment/test_packaging.py | 111 | CODE | |
| LOW | tests/channels/test_twitter_bot_e2e.py | 701 | CODE | |
| LOW | tests/channels/test_channels_phase21.py | 110 | CODE | |
| LOW | examples/twitter_bot/test_real_world.py | 132 | CODE | |
| LOW | examples/twitter_bot/twitter_bot.py | 515 | CODE | |
| LOW | src/openjarvis/sdk.py | 443 | CODE | |
| LOW | src/openjarvis/connectors/apple_health.py | 195 | CODE | |
| LOW | src/openjarvis/connectors/gmail_imap.py | 83 | CODE | |
| LOW | src/openjarvis/connectors/gmail_imap.py | 355 | CODE | |
| LOW | src/openjarvis/connectors/gcalendar.py | 318 | CODE | |
| LOW | src/openjarvis/connectors/retriever.py | 131 | CODE | |
| LOW | src/openjarvis/connectors/imessage.py | 100 | CODE | |
| LOW | src/openjarvis/connectors/slack_connector.py | 367 | CODE | |
| LOW | src/openjarvis/connectors/apple_calendar.py | 304 | CODE | |
| LOW | src/openjarvis/connectors/dropbox.py | 199 | CODE | |
| LOW | src/openjarvis/connectors/pipeline.py | 140 | CODE | |
| LOW | src/openjarvis/connectors/gdrive.py | 210 | CODE | |
| LOW | src/openjarvis/connectors/scheduler.py | 129 | CODE | |
| LOW | src/openjarvis/connectors/notion.py | 118 | CODE | |
| LOW | src/openjarvis/connectors/notion.py | 307 | CODE | |
| LOW | src/openjarvis/connectors/apple_notes.py | 145 | CODE | |
| LOW | src/openjarvis/connectors/apple_contacts.py | 308 | CODE | |
| LOW | src/openjarvis/connectors/imap.py | 228 | CODE | |
| LOW | src/openjarvis/bench/energy.py | 36 | CODE | |
| LOW | src/openjarvis/evals/skill_benchmark.py | 273 | CODE | |
| LOW | src/openjarvis/evals/skill_benchmark.py | 394 | CODE | |
| LOW | src/openjarvis/evals/cli.py | 175 | CODE | |
| LOW | src/openjarvis/evals/cli.py | 264 | CODE | |
| LOW | src/openjarvis/evals/cli.py | 433 | CODE | |
| LOW | src/openjarvis/evals/cli.py | 1501 | CODE | |
| LOW | src/openjarvis/evals/cli.py | 1651 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 106 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 306 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 537 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 609 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 660 | CODE | |
| LOW | src/openjarvis/evals/core/runner.py | 837 | CODE | |
| LOW | src/openjarvis/evals/core/export.py | 214 | CODE | |
| LOW | src/openjarvis/evals/core/agentic_runner.py | 328 | CODE | |
| LOW | src/openjarvis/evals/core/agentic_runner.py | 700 | CODE | |
| LOW | src/openjarvis/evals/core/agentic_runner.py | 822 | CODE | |
| LOW | src/openjarvis/evals/core/agentic_runner.py | 383 | CODE | |
| LOW | src/openjarvis/evals/environments/lifelong_agent_env.py | 157 | CODE | |
| LOW | src/openjarvis/evals/environments/lifelong_agent_env.py | 305 | CODE | |
| LOW | src/openjarvis/evals/environments/lifelong_agent_env.py | 703 | CODE | |
| LOW | src/openjarvis/evals/environments/lifelong_agent_env.py | 862 | CODE | |
| LOW | src/openjarvis/evals/environments/base.py | 20 | CODE | |
| LOW | …rvis/evals/backends/external/_runners/hermes_runner.py | 25 | CODE | |
| LOW | src/openjarvis/evals/datasets/toolorchestra.py | 58 | CODE | |
| LOW | src/openjarvis/evals/datasets/toolorchestra.py | 107 | CODE | |
| LOW | src/openjarvis/evals/datasets/paperarena.py | 94 | CODE | |
| 253 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | rust/crates/openjarvis-security/src/lib.rs | 1 | //! Security guardrails — scanners, RBAC, taint tracking, audit, SSRF protection. | COMMENT |
| MEDIUM | tests/cli/test_serve_single_build.py | 161 | # so we don't need real guardrails wired up. | COMMENT |
| MEDIUM | tests/skills/test_native_react_few_shot.py | 81 | # Build an overlay so the manager picks up real few-shot examples | COMMENT |
| MEDIUM⚡ | tests/engine/test_apple_fm_engine.py | 448 | # "context window" should appear once, from our own sentence. | COMMENT |
| MEDIUM | …ign/2026-05-05-vllm-pearl-mining-integration-design.md | 70 | _docker.py # PearlDockerLauncher — shared Docker orchestration (image acquisition + container lifecycle) | CODE |
| MEDIUM | docs/user-guide/agents.md | 456 | The `OpenCodeAgent` delegates coding tasks to [opencode](https://opencode.ai), the open-source coding agent, running it | CODE |
| MEDIUM | docs/architecture/skills.md | 162 | # 4. Capture few-shot examples for agents | COMMENT |
| MEDIUM | docs/architecture/intelligence.md | 32 | context_length: int # Maximum context window (tokens) | CODE |
| MEDIUM⚡ | configs/openjarvis/config.toml | 75 | # guardrails = "default" # or "permissive_content_transformations" | COMMENT |
| MEDIUM | src/openjarvis/sdk.py | 218 | # Apply security guardrails | COMMENT |
| MEDIUM | src/openjarvis/evals/cli.py | 1398 | # --episode-mode takes precedence over --agentic. | COMMENT |
| MEDIUM | src/openjarvis/evals/core/types.py | 17 | category: str # "chat" | "reasoning" | "rag" | "agentic" | CODE |
| MEDIUM⚡ | src/openjarvis/evals/core/types.py | 255 | # thinking/reasoning models on agentic benchmarks (GAIA, LiveResearch). | COMMENT |
| MEDIUM | src/openjarvis/evals/core/display.py | 156 | # MBU row from agentic trace metrics | COMMENT |
| MEDIUM | src/openjarvis/evals/backends/jarvis_agent.py | 68 | # multi-step agentic benchmarks (Trinity-Large hit the cap on 25/50 | COMMENT |
| MEDIUM | src/openjarvis/evals/datasets/terminalbench_v2_1.py | 158 | # agentic backend is in use, the container is live, and every | COMMENT |
| MEDIUM⚡ | src/openjarvis/evals/scorers/pinchbench.py | 527 | # Standalone scorer (for EvalRunner non-agentic path) | COMMENT |
| MEDIUM | …s/evals/configs/glm-4.7-flash-openhands-remaining.toml | 45 | # RAG: FRAMES | COMMENT |
| MEDIUM | …/openjarvis/evals/configs/glm-4.7-flash-openhands.toml | 54 | # RAG: FRAMES — multi-hop factual retrieval | COMMENT |
| MEDIUM | …jarvis/evals/configs/qwen3.5-122b-reasoning-suite.toml | 18 | max_workers = 4 # Non-agentic, safe to parallelize | CODE |
| MEDIUM | …/openjarvis/evals/configs/qwen3.5-122b-kg-agentic.toml | 1 | # Experiment 4: LifelongAgent KG with agentic backend (multi-turn reasoning) | COMMENT |
| MEDIUM | …s/learning/optimize/configs/qwen3.5-joint-agentic.toml | 2 | # Optimizes across terminalbench-native (agentic), GAIA (agentic), HLE (reasoning) | COMMENT |
| MEDIUM | src/openjarvis/learning/agents/skill_optimizer.py | 245 | # Fallback: if DSPy produced nothing, derive few-shot from top traces | COMMENT |
| MEDIUM | src/openjarvis/learning/agents/skill_optimizer.py | 301 | # Fallback: if GEPA produced nothing, derive few-shot from top traces | COMMENT |
| MEDIUM | …njarvis/learning/spec_search/diagnose/teacher_agent.py | 216 | # 1M-token context window. | COMMENT |
| MEDIUM⚡ | src/openjarvis/learning/spec_search/diagnose/tools.py | 101 | # blow out the teacher's context window. monitor_operative traces | COMMENT |
| MEDIUM | src/openjarvis/learning/spec_search/diagnose/tools.py | 156 | # 50-95K tokens; returning raw content would blow the context window. | COMMENT |
| MEDIUM⚡ | src/openjarvis/learning/routing/complexity.py | 51 | # Models known to use internal chain-of-thought that consumes output tokens. | COMMENT |
| MEDIUM⚡ | src/openjarvis/learning/routing/complexity.py | 68 | # Thinking models need extra headroom for internal chain-of-thought. | COMMENT |
| MEDIUM | src/openjarvis/agents/rlm.py | 269 | # Inject few-shot exemplars before the user input | COMMENT |
| MEDIUM | src/openjarvis/agents/native_react.py | 235 | # Plan 2B I3: render optimized few-shot skill examples as a section | COMMENT |
| MEDIUM | src/openjarvis/agents/native_react.py | 262 | # Inject few-shot exemplars before the user input | COMMENT |
| MEDIUM | src/openjarvis/agents/native_openhands.py | 294 | # Inject few-shot exemplars before the user input | COMMENT |
| MEDIUM | src/openjarvis/agents/monitor_operative.py | 236 | # 4b. Inject few-shot exemplars before the user input | COMMENT |
| MEDIUM | src/openjarvis/agents/deep_research.py | 230 | # Inject few-shot exemplars before the user input | COMMENT |
| MEDIUM | src/openjarvis/agents/_stubs.py | 439 | # Plan 2B I3: store optimized few-shot examples for agents to inject | COMMENT |
| MEDIUM⚡ | src/openjarvis/agents/hybrid/skillorchestra/tools.py | 39 | # Tool schemas — orchestration/tools.json, in Anthropic + OpenAI shapes. | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/skillorchestra/pool.py | 31 | # and orchestration/tools.json exactly. | COMMENT |
| MEDIUM | …c/openjarvis/agents/hybrid/registry/toolorchestra.toml | 90 | # Skipped vs. paper: FAISS RAG, Qwen2.5-Math-{72B,7B} (not on OpenRouter). | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/registry/conductor.toml | 3 | # Stage-1 substitutes the (untrained) Qwen2.5-7B conductor with a zero-shot | COMMENT |
| MEDIUM | src/openjarvis/server/routes.py | 333 | # If a future caller needs agent orchestration WITH client-supplied | COMMENT |
| MEDIUM | src/openjarvis/cli/chat_cmd.py | 190 | # configured engine guardrails, RBAC, rate limiting, and audit bus as ask, | COMMENT |
| MEDIUM⚡ | src/openjarvis/cli/ask.py | 948 | # Research mode — hybrid search + agentic loop over the knowledge store | COMMENT |
| MEDIUM | src/openjarvis/cli/ask.py | 962 | # Apply security guardrails | COMMENT |
| MEDIUM | src/openjarvis/cli/serve.py | 207 | # Apply security guardrails | COMMENT |
| MEDIUM | src/openjarvis/engine/cloud.py | 803 | # - thinking (Opus reasoning trace) | COMMENT |
| MEDIUM | src/openjarvis/engine/multi.py | 63 | # vLLM outage during a long agentic run would otherwise route every | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | pyproject.toml | 286 | # hybrid/ is research code with long prompt strings and paradigm-specific | COMMENT |
| MEDIUM | tests/evals/test_agentic_runner.py | 177 | # Failed task: recorded distinctly as a harness error, not a miss. | COMMENT |
| MEDIUM⚡ | tests/evals/test_terminalbench_native_backend.py | 237 | # CLI wiring: config -> backend -> harness kwargs -> RunSummary | COMMENT |
| MEDIUM | tests/evals/test_terminalbench_native_backend.py | 300 | # The harness failure is reported loudly with its task id. | COMMENT |
| MEDIUM⚡ | tests/evals/test_export.py | 167 | assert totals["unresolved"] == 1 # NOT 2: harness error excluded | CODE |
| MEDIUM⚡ | tests/evals/test_export.py | 169 | # Flat table_gen metrics exclude the harness error too. | COMMENT |
| LOW⚡ | tests/channels/test_channel_contract.py | 46 | # Should not raise — just set status to ERROR or DISCONNECTED | COMMENT |
| MEDIUM | examples/code_companion/test_gen.py | 2 | """Test Generator — generate comprehensive tests for a Python module with a ReAct agent. | STRING |
| MEDIUM | examples/code_companion/test_gen.py | 65 | """Generate comprehensive tests for a Python MODULE using a ReAct agent. | STRING |
| MEDIUM | scripts/smoke_framework_comparison.sh | 4 | # One-task-per-cell sanity check for the framework-comparison harness. | COMMENT |
| MEDIUM | scripts/install/install.sh | 376 | # scratch each call, which is robust against any prior format drift. | COMMENT |
| MEDIUM | src/openjarvis/evals/cli.py | 738 | # harness runs in-process, so set the var for the duration of the | COMMENT |
| MEDIUM | src/openjarvis/evals/cli.py | 752 | # Convert BenchmarkResults to RunSummary, classifying harness/infra | COMMENT |
| MEDIUM | src/openjarvis/evals/core/config.py | 298 | # terminal-bench harness budgets: benchmark > [run] | COMMENT |
| MEDIUM | src/openjarvis/evals/core/types.py | 105 | # Override the agent harness's max_turns budget. Default None means use | COMMENT |
| MEDIUM | src/openjarvis/evals/core/types.py | 118 | # terminal-bench harness budgets (terminalbench-native backend). | COMMENT |
| MEDIUM⚡ | src/openjarvis/evals/core/types.py | 253 | # Override the agent harness's per-run max_turns budget. None falls back | COMMENT |
| MEDIUM⚡ | src/openjarvis/evals/core/types.py | 257 | # terminal-bench harness budgets (see RunConfig for semantics). | COMMENT |
| MEDIUM | src/openjarvis/evals/core/types.py | 293 | # Per-benchmark override of the terminal-bench harness budgets | COMMENT |
| MEDIUM | src/openjarvis/evals/core/agentic_runner.py | 470 | # Docker/tmux death) from agent failures: harness errors must be | COMMENT |
| MEDIUM | src/openjarvis/evals/backends/jarvis_agent.py | 168 | # the comparison harness still gets meaningful turn data. | COMMENT |
| MEDIUM⚡ | src/openjarvis/evals/backends/terminalbench_native.py | 26 | # failures (the harness broke before/while driving the agent), never a | COMMENT |
| MEDIUM⚡ | src/openjarvis/evals/backends/terminalbench_native.py | 30 | # harness errors (it would misflag every real model miss). | COMMENT |
| MEDIUM | src/openjarvis/evals/backends/terminalbench_native.py | 191 | # LLM objects in the harness lock file). | COMMENT |
| MEDIUM | src/openjarvis/evals/datasets/research_mining.py | 15 | _PROMPT_TEMPLATE = """You are a research assistant. Please research the following question and provide a comprehensive a | CODE |
| MEDIUM | src/openjarvis/evals/scorers/swebench_harness.py | 99 | # Kill the whole group, not just the direct child — Modal harness | COMMENT |
| MEDIUM | src/openjarvis/evals/scorers/swebench_harness.py | 464 | # The harness subprocess (and its Modal grandchildren) exceeded | COMMENT |
| MEDIUM | src/openjarvis/evals/scorers/swebench_harness.py | 492 | # not `resolved_instances` (older). Older harness wrote lists into | COMMENT |
| MEDIUM | src/openjarvis/evals/scorers/swebench_harness.py | 536 | # the same SWE instance don't collide on the harness's shared cache. | COMMENT |
| MEDIUM | src/openjarvis/evals/execution/terminalbench_env.py | 58 | # record a harness error for THIS task and continue with the rest. | COMMENT |
| MEDIUM | src/openjarvis/evals/configs/use_case_react.toml | 2 | # Thought-Action-Observation loop — classic ReAct paradigm. | COMMENT |
| MEDIUM | …s/evals/configs/framework_comparison/_third_party.toml | 8 | # harness can drive it: | COMMENT |
| MEDIUM | src/openjarvis/agents/__init__.py | 87 | # Hybrid local+cloud paradigm agents (Minions, Conductor, Archon, Advisors, | COMMENT |
| MEDIUM⚡ | src/openjarvis/agents/hybrid/_base.py | 443 | # SDK call helpers — raw clients, paradigm-shaped quirks applied | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/_base.py | 61 | # every paradigm (advisors, conductor, minions, mini_swe_agent's cloud | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/runner.py | 56 | # stacking on top of a hung connection, a Modal harness subprocess whose | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/_openai_retry.py | 347 | # day a paradigm actually uses it. | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/mini_swe_agent.py | 142 | # Our harness has no ``/testbed``; the repo is cloned into a per-task | STRING |
| MEDIUM | src/openjarvis/agents/hybrid/__init__.py | 29 | # Import each paradigm to trigger its @AgentRegistry.register() decorator. | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/minions.py | 262 | # Skip the OpenAI-compat branch — Minions paradigm never sets that. | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/scripts/new_experiment.sh | 2 | # Scaffold a new hybrid paradigm experiment cell. | COMMENT |
| MEDIUM⚡ | …c/openjarvis/agents/hybrid/registry/toolorchestra.toml | 103 | # diff extraction, Modal-harness scoring. Promote to n=100 once green. | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/registry/advisors.toml | 3 | # Inference-only repro of the advisor paradigm: cloud drafts → local advisor | COMMENT |
| MEDIUM | src/openjarvis/agents/hybrid/registry/advisors.toml | 5 | # (no training in this harness) — these are the untrained-advisor lower bound. | COMMENT |
| MEDIUM | …/openjarvis/agents/hybrid/registry/swe_agent_loop.toml | 1 | # SWE-bench cells that run each paradigm through mini-SWE-agent. | COMMENT |
| MEDIUM | …/openjarvis/agents/hybrid/registry/swe_agent_loop.toml | 6 | # Expected: 0.30 → ~0.5-0.77 jump per paradigm (depending on which model | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | tests/connectors/test_retriever.py | 240 | # Create a fake cached embedding (T=20 tokens, dim=128) | COMMENT |
| MEDIUM⚡ | tests/connectors/test_retriever.py | 247 | # Create a reranker with the mocked embedding store | COMMENT |
| MEDIUM⚡ | tests/connectors/test_pipeline.py | 148 | # Create a pipeline with a very small max_tokens to force splitting | COMMENT |
| MEDIUM | tests/bench/test_energy.py | 67 | # Create a mock energy monitor with a sample() context manager | COMMENT |
| MEDIUM⚡ | tests/evals/test_eval_telemetry_wiring.py | 356 | # Create a mock config with telemetry.gpu_metrics attribute | COMMENT |
| MEDIUM | tests/tools/test_templates.py | 149 | # Create a custom template | COMMENT |
| MEDIUM | tests/tools/test_git_tool.py | 117 | # Create an initial commit so HEAD exists | COMMENT |
| MEDIUM | tests/tools/test_audio_tool.py | 53 | # Create a file that appears to exceed 25 MB | COMMENT |
| MEDIUM | tests/integration/test_integration.py | 535 | # Create a test file with enough content to produce chunks | COMMENT |
| MEDIUM | tests/learning/spec_search/test_checkpoint_store.py | 149 | # Create an untracked, uncommitted change. | COMMENT |
| MEDIUM | tests/scheduler/test_scheduler.py | 345 | # Create a task that is already due | COMMENT |
| MEDIUM | tests/server/test_connectors_router.py | 83 | # Create a minimal vault directory so is_connected() returns True. | COMMENT |
| MEDIUM | tests/cli/test_tool_cmd.py | 155 | # Create a mock tool class with a spec | COMMENT |
| MEDIUM | tests/cli/test_tool_cmd.py | 178 | # Create a mock tool with full spec including parameters | COMMENT |
| MEDIUM | tests/cli/test_tool_cmd.py | 227 | # Create a simple class without spec attribute | COMMENT |
| MEDIUM | tests/cli/test_memory_cmd.py | 27 | # Create a text file with enough content | COMMENT |
| MEDIUM⚡ | tests/cli/test_config_cmd.py | 56 | # Create a temporary config file | COMMENT |
| MEDIUM⚡ | tests/cli/test_config_cmd.py | 173 | # Create a temporary config file | COMMENT |
| MEDIUM⚡ | tests/cli/test_config_cmd.py | 185 | # Create a path for a non-existent config file | COMMENT |
| MEDIUM | tests/cli/test_config_cmd.py | 84 | # Create a temporary config file | COMMENT |
| MEDIUM | tests/cli/test_config_cmd.py | 118 | # Create a temporary config file | COMMENT |
| MEDIUM | tests/cli/test_config_cmd.py | 145 | # Create a temporary config file | COMMENT |
| MEDIUM | tests/cli/test_config_cmd.py | 198 | # Create a custom config file | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 28 | # Create a fake output directory | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 90 | # Create a fake output directory | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 128 | # Create a fake output directory | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 193 | # Create a fake output directory | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 282 | # Create a fake output directory | COMMENT |
| MEDIUM | tests/cli/test_model_convert.py | 337 | # Create a fake output directory with existing content | COMMENT |
| MEDIUM | tests/sdk/test_sdk.py | 250 | # Create a test file with enough content to produce chunks | COMMENT |
| MEDIUM | tests/skills/test_cli_install.py | 41 | # Create a HermesResolver pointed at the fake cache | COMMENT |
| MEDIUM | src/openjarvis/evals/environments/lifelong_agent_env.py | 728 | # Create a new variable for the result | COMMENT |
| MEDIUM | src/openjarvis/learning/agents/dspy_optimizer.py | 101 | # Define a simple metric based on trace feedback | COMMENT |
| MEDIUM | src/openjarvis/server/agent_manager_routes.py | 1935 | # Create a new ChannelBridge with DeepResearch | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | tests/learning/test_llm_optimizer.py | 760 | # Step 1: initial proposal | COMMENT |
| LOW⚡ | tests/learning/test_llm_optimizer.py | 764 | # Step 2: build history and ask for next | COMMENT |
| LOW | docs/user-guide/benchmarks.md | 247 | ### Step 1: Implement the Benchmark | COMMENT |
| LOW | docs/user-guide/benchmarks.md | 299 | ### Step 2: Register the Benchmark | COMMENT |
| LOW | docs/user-guide/benchmarks.md | 321 | ### Step 3: Use Your Benchmark | COMMENT |
| LOW | docs/architecture/query-flow.md | 116 | ### Step 1: Configuration Loading | COMMENT |
| LOW | docs/architecture/query-flow.md | 131 | ### Step 2: Engine Discovery | COMMENT |
| LOW | docs/architecture/query-flow.md | 147 | ### Step 3: Model Discovery and Registration | COMMENT |
| LOW | docs/architecture/query-flow.md | 159 | ### Step 4: Model Routing | COMMENT |
| LOW | docs/architecture/query-flow.md | 182 | ### Step 5: Memory Context Injection | COMMENT |
| LOW | docs/architecture/query-flow.md | 202 | ### Step 6: Inference Generation | COMMENT |
| LOW | docs/architecture/query-flow.md | 227 | ### Step 7: Tool Execution (Agent Mode Only) | COMMENT |
| LOW | docs/architecture/query-flow.md | 237 | ### Step 8: Telemetry Recording | COMMENT |
| LOW | docs/architecture/query-flow.md | 261 | ### Step 9: Trace Recording | COMMENT |
| LOW | docs/architecture/query-flow.md | 271 | ### Step 10: Response Delivery | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 13 | ## Step 1: Install Skills from Hermes Agent | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 36 | ## Step 2: Inspect an Installed Skill | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 60 | ## Step 3: Use Skills with an Agent | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 84 | ## Step 4: Create Your Own Skill | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 133 | ## Step 5: Generate Traces | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 152 | ## Step 6: Discover Patterns from Traces | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 168 | ## Step 7: Optimize Skills with DSPy | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 191 | ## Step 8: Benchmark the Impact | COMMENT |
| LOW | docs/tutorials/skills-workflow.md | 202 | ## Step 9: Configure Auto-Import and Auto-Optimization | COMMENT |
| LOW⚡ | examples/doc_qa/doc_qa.py | 86 | # Step 1: Index documents into memory | COMMENT |
| LOW⚡ | examples/doc_qa/doc_qa.py | 96 | # Step 2: Ask the question with memory context enabled | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 56 | ## Step 1: Diagnose | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 59 | ## Step 2: Comment your plan | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 65 | ## Step 3: Implement | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 69 | ## Step 4: Test | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 76 | ## Step 5: Open PR | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 406 | # Step 0: resolve workspace context — the subdomain is needed for | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 425 | # Step 1: build user map (so DMs render with peer names, not IDs) | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 430 | # Step 2: enumerate every conversation up front so we can log a | COMMENT |
| LOW | src/openjarvis/connectors/slack_connector.py | 470 | # Step 3: fetch history per channel and yield Documents. | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 131 | # Step 1: Collect data from connectors | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 141 | # Step 2: Synthesize narrative via LLM | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 189 | # Step 3: Generate audio via TTS | COMMENT |
| LOW | src/openjarvis/agents/morning_digest.py | 217 | # Step 4: Store the artifact | COMMENT |
| LOW | src/openjarvis/cli/model.py | 356 | # Step 2: locate and run convert_hf_to_gguf.py | COMMENT |
| LOW | src/openjarvis/cli/model.py | 396 | # Step 3: optional quantization | COMMENT |
| LOW⚡ | src/openjarvis/cli/quickstart_cmd.py | 89 | # Step 1: Detect hardware | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 104 | # Step 2: Write config | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 117 | # Step 3: Check engine | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 140 | # Step 4: Verify model | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 151 | # Step 5: Test query | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | render.yaml | 21 | envVars: | COMMENT |
| LOW | frontend/src-tauri/scripts/download-ollama.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 101 | COMMENT | |
| LOW | frontend/src-tauri/src/lib.rs | 561 | /// Outcome of waiting for `jarvis serve` to become healthy. | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 581 | /// stderr into a rolling tail buffer. | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 841 | /// Strip AppImage-injected environment from a subprocess command (#455). | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 1321 | } | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 1461 | return; | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 1681 | s.phase = "ready".into(); | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 4341 | } | COMMENT |
| LOW | frontend/src-tauri/src/lib.rs | 4361 | // AppImage build (covered in PR test plan). | COMMENT |
| LOW | deploy/posthog/posthog-hetzner-prep.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | rust/rust-toolchain.toml | 1 | # Pin the Rust toolchain for the openjarvis_rust workspace. | COMMENT |
| LOW | rust/crates/openjarvis-core/src/types.rs | 281 | #[serde(default)] | COMMENT |
| LOW | rust/crates/openjarvis-core/src/types.rs | 561 | COMMENT | |
| LOW | rust/crates/openjarvis-core/src/config.rs | 881 | } | COMMENT |
| LOW | rust/crates/openjarvis-core/src/hardware.rs | 1 | //! Hardware detection and engine recommendation. | COMMENT |
| LOW | …ates/openjarvis-learning/src/optimize/llm_optimizer.rs | 1 | //! LLM-based optimizer for OpenJarvis configuration tuning. | COMMENT |
| LOW | rust/crates/openjarvis-learning/src/optimize/types.rs | 41 | pub dim_type: DimensionType, | COMMENT |
| LOW | rust/crates/openjarvis-learning/src/optimize/types.rs | 301 | // Trial types | COMMENT |
| LOW | …rates/openjarvis-learning/src/optimize/search_space.rs | 1 | //! Search space builder and default search space for configuration optimization. | COMMENT |
| LOW | rust/crates/openjarvis-learning/src/optimize/engine.rs | 141 | COMMENT | |
| LOW | rust/crates/openjarvis-tools/src/storage/hybrid.rs | 1 | //! Hybrid memory backend — Reciprocal Rank Fusion (RRF) over multiple backends. | COMMENT |
| LOW | rust/crates/openjarvis-python/src/agents.rs | 241 | #[pyclass(name = "MonitorOperativeAgent")] | COMMENT |
| LOW | rust/crates/openjarvis-python/src/learning.rs | 181 | COMMENT | |
| LOW | rust/crates/openjarvis-agents/src/monitor_operative.rs | 21 | // --------------------------------------------------------------------------- | COMMENT |
| LOW | …esign/2026-05-05-vllm-pearl-mining-integration-plan.md | 1681 | `tests/mining/fixtures/gateway_metrics_sample.txt`: | COMMENT |
| LOW | docs/architecture/intelligence.md | 181 | default_model = "qwen3:8b" | COMMENT |
| LOW | docs/javascripts/leaderboard-config.js | 1 | // Public Supabase config for the savings leaderboard. | COMMENT |
| LOW | examples/twitter_bot/twitter_bot.py | 81 | }, | COMMENT |
| LOW | examples/twitter_bot/twitter_bot.py | 241 | COMMENT | |
| LOW | configs/openjarvis/examples/full-system-access.toml | 1 | # Full system access: unrestricted shell and filesystem | COMMENT |
| LOW | configs/openjarvis/examples/spec-search-quickstart.toml | 1 | # LLM-Guided Spec Search — quickstart configuration | COMMENT |
| LOW | configs/openjarvis/examples/chat-simple.toml | 1 | # Simple Chat — lightweight conversational AI, no tools | COMMENT |
| LOW | configs/openjarvis/examples/scheduled-monitor.toml | 1 | # Scheduled Monitor — persistent agent that runs on a schedule | COMMENT |
| LOW | scripts/setup-energy-monitor.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/smoke_framework_comparison.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/launch-claude.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/install/install.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/install/install.sh | 201 | # Prefer `python3` (Linux / macOS / WSL convention); fall back to `python` | COMMENT |
| LOW | scripts/install/install.sh | 701 | echo "Done." | COMMENT |
| LOW | .github/workflows/desktop.yml | 141 | COMMENT | |
| LOW | src/openjarvis/connectors/chunker.py | 221 | # max_chars after overlap, which still sits under any reasonable | COMMENT |
| LOW | src/openjarvis/connectors/pipeline.py | 201 | COMMENT | |
| LOW | src/openjarvis/evals/core/types.py | 101 | sheets_credentials_path: str = "" | COMMENT |
| LOW | src/openjarvis/evals/datasets/adp.py | 121 | self, | COMMENT |
| LOW | …is/evals/configs/use_case_opensource_orchestrator.toml | 1 | # Open-source models × Orchestrator agent on 5 use-case benchmarks. | COMMENT |
| LOW | …arvis/evals/configs/use_case_opensource_openhands.toml | 1 | # Open-source models × NativeOpenHands (CodeAct) agent on 5 use-case benchmarks. | COMMENT |
| LOW | …s/evals/configs/framework_comparison/_third_party.toml | 1 | # Foreign-framework paths + pinned commits. | COMMENT |
| LOW | …rvis/evals/configs/framework_comparison/_template.toml | 1 | # Jinja-style template for framework-comparison configs. | COMMENT |
| LOW | src/openjarvis/tools/templates/loader.py | 21 | except ModuleNotFoundError: | COMMENT |
| LOW | src/openjarvis/core/config.py | 41 | # top level. | COMMENT |
| LOW | src/openjarvis/core/config.py | 2221 | # [engine.llamacpp] | COMMENT |
| LOW | src/openjarvis/core/config.py | 2241 | # [engine.apple_fm] | COMMENT |
| LOW | src/openjarvis/core/config.py | 2281 | extraction_model = "" # model for fact extraction ("" = active model) | COMMENT |
| LOW | src/openjarvis/core/config.py | 2341 | # [channel.telegram] | COMMENT |
| LOW | src/openjarvis/core/config.py | 2361 | # [channel.google_chat] | COMMENT |
| LOW | src/openjarvis/core/config.py | 2401 | # rate_limit_burst = 10 | COMMENT |
| LOW | src/openjarvis/agents/hybrid/_base.py | 61 | # every paradigm (advisors, conductor, minions, mini_swe_agent's cloud | COMMENT |
| LOW | src/openjarvis/agents/hybrid/_base.py | 241 | # and noisy traces. | COMMENT |
| 13 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | tests/connectors/test_apple_contacts.py | 293 | assert "123 Main St" in alice.content | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 326 | assert acme.title == "Acme Corp" | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 390 | assert alice.metadata["organization"] == "Acme Corp" | CODE |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 152 | "VALUES (2, 'Alice', 'M', 'Smith', 'Acme Corp', " | STRING |
| LOW⚡ | tests/connectors/test_apple_contacts.py | 199 | "VALUES (3, NULL, NULL, 'Acme Corp', " | STRING |
| LOW | tests/connectors/test_apple_contacts.py | 173 | "VALUES (1, 0, 2, '123 Main St', 'Springfield', 'IL', " | STRING |
| LOW⚡ | tests/connectors/test_gcontacts.py | 29 | "organizations": [{"name": "Acme Corp", "title": "VP Engineering"}], | CODE |
| LOW⚡ | tests/connectors/test_gcontacts.py | 36 | "organizations": [{"name": "Acme Corp", "title": "Designer"}], | CODE |
| LOW⚡ | tests/connectors/test_gcontacts.py | 117 | assert "Acme Corp" in doc1.content | CODE |
| LOW⚡ | tests/connectors/test_gcontacts.py | 125 | assert "Acme Corp" in doc2.content | CODE |
| LOW⚡ | tests/connectors/test_weather.py | 54 | '{"api_key": "fake-key", "location": "San Francisco,CA"}', | CODE |
| LOW | tests/connectors/test_granola.py | 460 | connector.handle_callback("fake-key-12345") | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 85 | assert resolve_imap_host("user@example.org") == "imap.example.org" | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 98 | client.login.assert_called_once_with("user@example.org", "mypassword123") | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 103 | "email": "user@example.org", | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 150 | json.dumps({"email": "user@example.org", "password": "old"}), | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 163 | "email": "old@example.org", | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 392 | conn = IMAPConnector(email_address="user@example.org", app_password="secret") | CODE |
| LOW⚡ | tests/connectors/test_imap.py | 402 | email_address="user@example.org", | CODE |
| LOW | tests/connectors/test_imap.py | 223 | "user@example.org", | CODE |
| LOW | tests/connectors/test_imap.py | 368 | email_address="user@example.org", | CODE |
| LOW | tests/connectors/test_imap.py | 417 | conn = IMAPConnector(email_address="user@example.org", app_password="bad") | CODE |
| LOW | tests/connectors/test_imap.py | 433 | conn = IMAPConnector(email_address="user@example.org", app_password="pass") | CODE |
| LOW | tests/connectors/test_imap.py | 456 | conn = IMAPConnector(email_address="user@example.org", app_password="pass") | CODE |
| LOW | tests/connectors/test_imap.py | 485 | conn = IMAPConnector(email_address="user@example.org", app_password="pass") | CODE |
| LOW | tests/connectors/test_imap.py | 530 | "email": "user@example.org", | CODE |
| LOW⚡ | tests/connectors/test_slack_connector.py | 225 | _slack_api_conversations_list("fake-token") | CODE |
| LOW⚡ | tests/connectors/test_slack_connector.py | 343 | json.dumps({"token": "xoxp-fake-user-token"}), encoding="utf-8" | CODE |
| LOW | tests/connectors/test_slack_connector.py | 145 | json.dumps({"token": "xoxp-fake-user-token"}), encoding="utf-8" | CODE |
| LOW | tests/connectors/test_slack_connector.py | 261 | json.dumps({"token": "xoxp-fake-user-token"}), encoding="utf-8" | CODE |
| LOW | tests/connectors/test_slack_connector.py | 415 | json.dumps({"token": "xoxp-fake-user-token"}), encoding="utf-8" | CODE |
| LOW | tests/connectors/test_slack_connector.py | 534 | json.dumps({"token": "xoxp-fake-user-token"}), encoding="utf-8" | CODE |
| LOW | tests/connectors/test_google_tasks.py | 56 | creds.write_text('{"token": "fake-token"}', encoding="utf-8") | CODE |
| LOW | tests/connectors/test_strava.py | 58 | '{"access_token": "fake-token", "refresh_token": "fake-refresh"}', | CODE |
| LOW | tests/connectors/test_spotify.py | 58 | token_path.write_text('{"access_token": "fake-token"}', encoding="utf-8") | CODE |
| LOW | tests/tools/test_git_tool.py | 106 | ["git", "config", "user.email", "test@test.com"], | CODE |
| LOW | tests/tools/test_memory_manage.py | 29 | assert "Acme Corp" in memory_file.read_text() | CODE |
| LOW⚡ | tests/security/test_scanner.py | 145 | assert "user@example.com" not in redacted | CODE |
| LOW | tests/server/test_connectors_router.py | 547 | "/v1/connectors/slack/connect", json={"token": "xoxb-fake-token"} | CODE |
| LOW | tests/server/test_connectors_router.py | 578 | json={"code": "fake-key-12345"}, | CODE |
| LOW⚡ | tests/server/test_approval_routes.py | 344 | "email": {"to": "user@example.com", "subject": "Hello"}, | CODE |
| LOW⚡ | tests/server/test_approval_routes.py | 349 | assert action["payload"]["email"]["to"] == "user@example.com" | CODE |
| LOW | tests/cli/test_mine_cmd.py | 117 | (artifact / "model.safetensors").write_text("placeholder") | CODE |
| LOW⚡ | tests/speech/test_tts_backends.py | 419 | backend = OpenAITTSBackend(api_key="fake-key") | CODE |
| LOW | tests/speech/test_tts_backends.py | 51 | backend = CartesiaTTSBackend(api_key="fake-key") | CODE |
| LOW⚡ | tests/analytics/test_redaction.py | 39 | "user@example.com", | CODE |
| LOW⚡ | tests/analytics/test_redaction.py | 135 | "leak_email": "user@example.com", | CODE |
| LOW⚡ | tests/analytics/test_redaction.py | 179 | src = {"safe": "ok", "leak": "user@example.com"} | CODE |
| LOW | tests/channels/test_feishu.py | 70 | token_resp.json.return_value = {"tenant_access_token": "fake-token"} | CODE |
| LOW | tests/channels/test_feishu.py | 85 | token_resp.json.return_value = {"tenant_access_token": "fake-token"} | CODE |
| LOW | tests/channels/test_feishu.py | 113 | token_resp.json.return_value = {"tenant_access_token": "fake-token"} | CODE |
| LOW⚡ | tests/channels/test_channel_config.py | 152 | username = "user@example.com" | CODE |
| LOW⚡ | tests/channels/test_channel_config.py | 160 | assert cfg.channel.email.username == "user@example.com" | STRING |
| LOW | tests/channels/test_email_channel.py | 29 | "username": "user@example.com", | CODE |
| LOW | tests/channels/test_email_channel.py | 52 | username="user@example.com", | CODE |
| LOW | tests/channels/test_email_channel.py | 60 | assert ch._username == "user@example.com" | CODE |
| LOW | tests/channels/test_email_channel.py | 86 | username="user@example.com", | CODE |
| LOW | tests/channels/test_email_channel.py | 98 | mock_smtp.login.assert_called_once_with("user@example.com", "pass123") | CODE |
| LOW | tests/channels/test_email_channel.py | 104 | username="user@example.com", | CODE |
| LOW⚡ | tests/channels/test_email_channel.py | 125 | username="user@example.com", | CODE |
| 6 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | tests/learning/test_llm_optimizer.py | 760 | # Step 1: initial proposal | COMMENT |
| LOW⚡ | tests/learning/test_llm_optimizer.py | 764 | # Step 2: build history and ask for next | COMMENT |
| LOW⚡ | examples/doc_qa/doc_qa.py | 86 | # Step 1: Index documents into memory | COMMENT |
| LOW⚡ | examples/doc_qa/doc_qa.py | 96 | # Step 2: Ask the question with memory context enabled | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 56 | ## Step 1: Diagnose | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 59 | ## Step 2: Comment your plan | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 65 | ## Step 3: Implement | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 69 | ## Step 4: Test | COMMENT |
| LOW⚡ | .github/workflows/claude-issues.yml | 76 | ## Step 5: Open PR | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 406 | # Step 0: resolve workspace context — the subdomain is needed for | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 425 | # Step 1: build user map (so DMs render with peer names, not IDs) | COMMENT |
| LOW⚡ | src/openjarvis/connectors/slack_connector.py | 430 | # Step 2: enumerate every conversation up front so we can log a | COMMENT |
| LOW | src/openjarvis/connectors/slack_connector.py | 470 | # Step 3: fetch history per channel and yield Documents. | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 131 | # Step 1: Collect data from connectors | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 141 | # Step 2: Synthesize narrative via LLM | COMMENT |
| LOW⚡ | src/openjarvis/agents/morning_digest.py | 189 | # Step 3: Generate audio via TTS | COMMENT |
| LOW | src/openjarvis/agents/morning_digest.py | 217 | # Step 4: Store the artifact | COMMENT |
| LOW | src/openjarvis/cli/model.py | 356 | # Step 2: locate and run convert_hf_to_gguf.py | COMMENT |
| LOW | src/openjarvis/cli/model.py | 396 | # Step 3: optional quantization | COMMENT |
| LOW⚡ | src/openjarvis/cli/quickstart_cmd.py | 89 | # Step 1: Detect hardware | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 104 | # Step 2: Write config | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 117 | # Step 3: Check engine | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 140 | # Step 4: Verify model | COMMENT |
| LOW | src/openjarvis/cli/quickstart_cmd.py | 151 | # Step 5: Test query | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tests/traces/test_analyzer.py | 13 | CODE | |
| LOW | tests/evals/test_terminalbench_native_backend.py | 63 | CODE | |
| LOW | tests/learning/test_llm_optimizer.py | 101 | CODE | |
| LOW | tests/learning/test_multi_bench_runner.py | 23 | CODE | |
| LOW | tests/learning/test_personal_synthesizer.py | 27 | CODE | |
| LOW | tests/learning/training/test_data.py | 16 | CODE | |
| LOW | tests/telemetry/test_energy_wiring.py | 113 | CODE | |
| LOW | src/openjarvis/connectors/store.py | 216 | CODE | |
| LOW | src/openjarvis/connectors/weather.py | 132 | CODE | |
| LOW | src/openjarvis/evals/backends/jarvis_agent.py | 23 | CODE | |
| LOW | src/openjarvis/evals/backends/terminalbench_native.py | 127 | CODE | |
| LOW | src/openjarvis/evals/datasets/taubench.py | 97 | CODE | |
| LOW | src/openjarvis/evals/execution/taubench_env.py | 249 | CODE | |
| LOW | src/openjarvis/tools/_stubs.py | 193 | CODE | |
| LOW | …penjarvis/learning/intelligence/orchestrator/reward.py | 153 | CODE | |
| LOW | src/openjarvis/learning/spec_search/orchestrator.py | 89 | CODE | |
| LOW | src/openjarvis/agents/rlm.py | 150 | CODE | |
| LOW | src/openjarvis/agents/native_react.py | 140 | CODE | |
| LOW | src/openjarvis/agents/opencode.py | 120 | CODE | |
| LOW | src/openjarvis/agents/native_openhands.py | 66 | CODE | |
| LOW | src/openjarvis/agents/research_loop.py | 482 | CODE | |
| LOW | src/openjarvis/agents/orchestrator.py | 52 | CODE | |
| LOW | src/openjarvis/agents/monitor_operative.py | 108 | CODE | |
| LOW | src/openjarvis/agents/operative.py | 45 | CODE | |
| LOW | src/openjarvis/agents/openhands.py | 32 | CODE | |
| LOW | src/openjarvis/agents/claude_code.py | 62 | CODE | |
| LOW | src/openjarvis/agents/deep_research.py | 167 | CODE | |
| LOW | src/openjarvis/agents/_stubs.py | 69 | CODE | |
| LOW | src/openjarvis/agents/_stubs.py | 406 | CODE | |
| LOW | src/openjarvis/agents/hybrid/_base.py | 410 | CODE | |
| LOW | src/openjarvis/agents/hybrid/_base.py | 447 | CODE | |
| LOW | src/openjarvis/agents/hybrid/_base.py | 538 | CODE | |
| LOW | src/openjarvis/agents/hybrid/_base.py | 788 | CODE | |
| LOW | src/openjarvis/agents/hybrid/_base.py | 865 | CODE | |
| LOW | src/openjarvis/agents/hybrid/mini_swe_agent.py | 336 | CODE | |
| LOW | …nts/hybrid/skillorchestra/prompts/eval_orchestrator.py | 162 | CODE | |
| LOW | src/openjarvis/server/app.py | 153 | CODE | |
| LOW | src/openjarvis/cli/init_cmd.py | 295 | CODE | |
| LOW | src/openjarvis/system/core.py | 138 | CODE | |
| LOW | src/openjarvis/system/orchestrator.py | 21 | CODE | |
| LOW | src/openjarvis/prompt/builder.py | 26 | CODE | |
| LOW | src/openjarvis/channels/twitter_channel.py | 133 | CODE | |
| LOW | src/openjarvis/channels/email_channel.py | 50 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | examples/messaging_hub/smart_inbox.py | 143 | # Print results table | COMMENT |
| LOW | examples/twitter_bot/test_real_world.py | 229 | # Print results table | COMMENT |
| LOW | src/openjarvis/evals/scorers/security_scanner.py | 122 | # Check if model flags any safe patterns as vulnerabilities | COMMENT |
| LOW | src/openjarvis/evals/scorers/security_scanner.py | 127 | # Check if it's flagged as a vulnerability (near vuln keywords) | COMMENT |
| LOW | src/openjarvis/evals/scorers/coding_assistant.py | 68 | # Check if this is a new test | COMMENT |
| LOW | src/openjarvis/evals/scorers/toolcall15.py | 219 | # Check if answer manually converts | COMMENT |
| LOW | src/openjarvis/tools/storage/ingest.py | 185 | # Check if any parent directory should be skipped | COMMENT |
| LOW | src/openjarvis/operators/manager.py | 79 | # Check if already active | COMMENT |
| LOW | src/openjarvis/learning/optimize/config.py | 80 | # Check if it's a list of dicts (table array) vs list of strings | COMMENT |
| LOW | src/openjarvis/learning/optimize/optimizer.py | 102 | # Check if other dominates trial | COMMENT |
| LOW | src/openjarvis/learning/spec_search/orchestrator.py | 306 | # Check if the op is supported | COMMENT |
| LOW | src/openjarvis/learning/spec_search/execute/loop.py | 138 | # Check if the op is supported | COMMENT |
| LOW | …/learning/spec_search/execute/appliers/intelligence.py | 37 | # Check if the policy_map section exists | COMMENT |
| LOW | …/learning/spec_search/execute/appliers/intelligence.py | 39 | # Check if this query_class already has a line | COMMENT |
| LOW | src/openjarvis/agents/_stubs.py | 214 | # Check if the context already supplies a system message | COMMENT |
| LOW | src/openjarvis/cli/digest_cmd.py | 43 | # Check if [digest] section already exists | COMMENT |
| LOW | src/openjarvis/cli/bench_cmd.py | 341 | # Output results | COMMENT |
| LOW | src/openjarvis/sessions/session.py | 229 | # Check if consolidation is needed | COMMENT |
| LOW | src/openjarvis/workflow/engine.py | 330 | # Check if loop should terminate | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | docs/user-guide/llm-guided-spec-search.md | 140 | | `session_store` | `MagicMock` | `openjarvis.learning.spec_search.storage.session_store.SessionStore(home / "learning" | CODE |
| CRITICAL | docs/user-guide/llm-guided-spec-search.md | 141 | | `checkpoint_store` | `MagicMock` | `openjarvis.learning.spec_search.checkpoint.store.CheckpointStore(home / "learning" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | src/openjarvis/evals/core/config.py | 85 | Load and validate an eval suite config from a TOML file. Args: path: Path to the TOML config file. Ret | STRING |
| HIGH | src/openjarvis/evals/core/export.py | 170 | Export traces as a HuggingFace Arrow dataset. Args: traces: List of QueryTrace objects to export. p | STRING |
| HIGH | src/openjarvis/learning/optimize/optimizer.py | 316 | Export the best trial's config as a TOML recipe file. Args: run: A completed :class:`OptimizationRu | STRING |
| HIGH | src/openjarvis/skills/dependency.py | 63 | Validate the skill dependency graph and return a topological ordering. Uses Kahn's algorithm for topological sort a | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | frontend/src-tauri/scripts/download-ollama.sh | 7 | # Usage: | COMMENT |
| LOW | deploy/posthog/posthog-hetzner-prep.sh | 9 | # Usage: | COMMENT |
| LOW | configs/openjarvis/examples/full-system-access.toml | 14 | # Usage: | COMMENT |
| LOW | configs/openjarvis/examples/code-assistant.toml | 4 | # Usage: | COMMENT |
| LOW | configs/openjarvis/examples/chat-simple.toml | 6 | # Usage: | COMMENT |
| LOW⚡ | scripts/quickstart.sh | 8 | # Usage: | COMMENT |
| LOW⚡ | scripts/launch-claude.sh | 9 | # Usage: | COMMENT |
| LOW | scripts/install/install.sh | 4 | # Usage: | COMMENT |
| LOW | src/openjarvis/agents/hybrid/scripts/new_experiment.sh | 8 | # Usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | tests/server/test_websocket.py | 214 | CODE | |
| MEDIUM | tests/server/test_agent_manager_routes.py | 510 | CODE | |
| MEDIUM | tests/server/test_stream_bridge.py | 47 | CODE | |
| MEDIUM | tests/telemetry/test_energy_wiring.py | 557 | CODE | |
| MEDIUM | src/openjarvis/security/rate_limiter.py | 99 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | src/openjarvis/evals/datasets/coding_task.py | 121 | "reference": "def int_to_words(num):\n if num == 0:\n return 'Zero'\n ones = ['','One','Two','Three | CODE |
| LOW | src/openjarvis/evals/datasets/coding_task.py | 170 | "reference": "def evaluate(expression):\n def helper(tokens, pos):\n def parse_num():\n non | CODE |
| LOW | src/openjarvis/a2a/server.py | 58 | def handle_request( | CODE |