rocketride-org/rocketride-server

40.8

Adjusted Score

40.8

Raw Score

100%

Time Factor

2026-08-28

Last Push

7.4K

Stars

Python

Language

859.0K

Lines of Code

4.1K

Files

19.1K

Pattern Hits

2026-08-29

Scan Date

0.10

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1HIGH 394MEDIUM 6004LOW 12739

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 19138 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Decorative Section Separators5727 hits · 19649 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	pyproject.toml	1	# =============================================================================	COMMENT
MEDIUM⚡	pyproject.toml	7	# =============================================================================	COMMENT
MEDIUM	pyproject.toml	111	# =============================================================================	COMMENT
MEDIUM	pyproject.toml	120	# =============================================================================	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	24	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	26	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	117	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/conftest.py	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	125	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	146	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	148	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	160	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	162	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	174	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	188	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	190	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	206	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	208	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	220	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	222	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	234	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	236	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	251	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	253	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	265	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_live.py	267	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_live.py	38	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_live.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_extended_thinking_field.py	1	# =============================================================================	COMMENT
MEDIUM	tools/sync_models/test/test_extended_thinking_field.py	4	# =============================================================================	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	349	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	351	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	410	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tools/sync_models/test/test_sync_logic.py	412	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_logic.py	277	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_logic.py	279	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_logic.py	490	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/test/test_sync_logic.py	492	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/src/sync_models.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/src/sync_models.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/src/core/merger.py	29	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/sync_models/src/core/merger.py	31	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docker/docker-compose.override.yml	1	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docker/docker-compose.override.yml	9	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docker/docker-compose.yml	1	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docker/docker-compose.yml	11	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docker/docker-compose.yml	14	# ── RocketRide Engine ────────────────────────────────────────────────────	COMMENT
MEDIUM	docker/docker-compose.yml	57	# ── PostgreSQL + pgvector ────────────────────────────────────────────────	COMMENT
MEDIUM	docker/docker-compose.yml	78	# ── etcd (Milvus metadata store) ────────────────────────────────────────	COMMENT
MEDIUM	docker/docker-compose.yml	103	# ── MinIO (Milvus object storage) ───────────────────────────────────────	COMMENT
MEDIUM	docker/docker-compose.yml	125	# ── Milvus (vector database) ────────────────────────────────────────────	COMMENT
MEDIUM	docker/docker-compose.yml	154	# ── ChromaDB (vector database) ──────────────────────────────────────────	COMMENT
MEDIUM	test/nodes/test_init_mocks.py	1	# =============================================================================	COMMENT
MEDIUM	test/nodes/test_init_mocks.py	22	# =============================================================================	COMMENT
5667 more matches not shown…

Hyper-Verbose Identifiers5150 hits · 4780 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/contract_checks/test/test_runner.py	74	def test_verify_import_passes_when_module_and_symbols_exist(stub_module):	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	81	def test_verify_import_fails_when_module_missing():	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	89	def test_verify_import_fails_when_symbol_missing(stub_module):	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	97	def test_verify_import_accepts_lazy_loaded_submodule():	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	188	def test_verify_class_attrs_passes_for_existing_attrs(stub_module):	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	194	def test_verify_class_attrs_fails_for_missing_attr(stub_module):	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	201	def test_verify_heavy_class_walks_chain_via_constructed_instance(stub_module):	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	416	def test_cli_parser_accepts_repeated_package_flag():	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	425	def test_cli_parser_accepts_repeated_pattern_flag():	CODE
LOW⚡	tools/contract_checks/test/test_runner.py	434	def test_cli_parser_accepts_repeated_requirements_flag():	CODE
LOW	tools/contract_checks/test/test_runner.py	119	def test_verify_import_reports_non_importerror_without_crashing(monkeypatch):	CODE
LOW	tools/contract_checks/test/test_runner.py	136	def test_verify_import_reports_broken_submodule_not_symbol_missing(monkeypatch, stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	163	def test_verify_any_of_passes_when_one_alternative_resolves(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	175	def test_verify_any_of_fails_when_no_alternative_resolves():	CODE
LOW	tools/contract_checks/test/test_runner.py	212	def test_verify_heavy_class_fails_on_missing_chain(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	224	def test_verify_heavy_class_fails_with_source_in_message(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	237	def test_verify_heavy_class_refuses_non_class_target(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	262	def test_verify_heavy_class_dotless_qualname_fails_without_crashing(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	278	def test_verify_heavy_class_construct_cannot_reach_dangerous_builtins(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	294	def test_verify_heavy_class_construct_allows_set_dummy(stub_module):	CODE
LOW	tools/contract_checks/test/test_runner.py	313	def test_auto_extracted_heavy_class_failure_demotes_to_skip(stub_module, tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	342	def test_manifest_heavy_class_failure_stays_fail(stub_module, tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	368	def test_auto_extracted_heavy_class_chain_success_still_passes(stub_module, tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	401	def test_cli_parser_accepts_repeated_tree_flag():	CODE
LOW	tools/contract_checks/test/test_runner.py	448	def test_version_matches_simple_specs():	CODE
LOW	tools/contract_checks/test/test_runner.py	474	def test_version_matches_propagates_bad_spec():	CODE
LOW	tools/contract_checks/test/test_runner.py	487	def test_requirements_parser_extracts_basic_names(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	504	def test_requirements_parser_skips_comments_and_blanks(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	516	def test_requirements_parser_skips_options_lines(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	545	def test_resolve_distributions_to_modules_handles_known_mismatches():	CODE
LOW	tools/contract_checks/test/test_runner.py	556	def test_resolve_distributions_to_modules_falls_back_for_uninstalled():	CODE
LOW	tools/contract_checks/test/test_runner.py	569	def test_requirements_file_skipped_returns_false_without_marker(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	581	def test_requirements_file_skipped_detects_marker_without_reason(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	593	def test_requirements_file_skipped_extracts_reason(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	608	def test_requirements_file_skipped_extracts_reason_without_reason_prefix(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	623	def test_requirements_file_skipped_finds_marker_anywhere_in_file(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	638	def test_requirements_marker_detected_with_two_comments_on_one_line(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	669	def test_requirements_file_skipped_returns_false_on_missing_file(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	684	def test_requirements_file_disabled_detects_marker(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	698	def test_requirements_file_disabled_returns_false_without_marker(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	708	def test_requirements_file_skipped_and_disabled_are_independent(tmp_path):	CODE
LOW	tools/contract_checks/test/test_runner.py	726	def test_install_loop_disable_wins_over_install_all(tmp_path, capsys, monkeypatch):	CODE
LOW	tools/contract_checks/test/test_runner.py	771	def test_install_loop_continues_on_per_file_failure(tmp_path, capsys, monkeypatch):	CODE
LOW	tools/contract_checks/test/test_runner.py	816	def test_install_loop_install_all_overrides_marker(tmp_path, capsys, monkeypatch):	CODE
LOW	tools/contract_checks/test/test_runner.py	864	def test_normalize_dist_name_folds_separators_and_case():	CODE
LOW	tools/contract_checks/test/test_runner.py	872	def test_constraint_match_resolves_import_name_to_distribution_pin(monkeypatch):	CODE
LOW	tools/contract_checks/test/test_runner.py	885	def test_constraint_match_detects_drift_across_separator(monkeypatch):	CODE
LOW	tools/contract_checks/test/test_extractor.py	54	def test_plain_imports_are_picked_up(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	71	def test_stdlib_is_filtered_out(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	91	def test_internal_packages_are_filtered(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	109	def test_relative_imports_are_skipped(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	127	def test_try_except_importerror_creates_any_of(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	150	def test_non_import_guard_handler_excluded_from_any_of(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	173	def test_function_body_imports_are_seen(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	189	def test_intra_procedural_heavy_class_detected(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	213	def test_contract_check_ignore_comment_drops_import(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	229	def test_manifest_skip_drops_auto_detected_package(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	256	def test_skip_packages_strips_alternative_from_mixed_any_of(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	285	def test_skip_packages_drops_fully_skip_listed_any_of(tmp_path: Path):	CODE
LOW	tools/contract_checks/test/test_extractor.py	312	def test_skip_packages_preserves_any_of_applies_when(tmp_path: Path):	CODE
5090 more matches not shown…

Over-Commented Block4017 hits · 3946 pts

Severity	File	Line	Snippet	Context
LOW	pyproject.toml	1	# =============================================================================	COMMENT
LOW	pyproject.toml	41	# Format docstrings	COMMENT
LOW	pyproject.toml	61	# D106 Ignore undocumented public nested class	COMMENT
LOW	pyproject.toml	101	filterwarnings = [	COMMENT
LOW	pnpm-workspace.yaml	41	- 'examples/*'	COMMENT
LOW	tools/contract_checks/requirements.txt	1	# Framework runtime uses only stdlib (ast, importlib, inspect, sys, pathlib).	COMMENT
LOW	tools/contract_checks/scripts/tasks.js	81	task.output = 'Constraint and verdict caches cleared; depends() will recompile and re-resolve';	COMMENT
LOW	tools/contract_checks/src/contract_checks/extractor.py	321		COMMENT
LOW	tools/sync_models/src/sync_models.config.json	1	{	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	41	// These are point-in-time snapshots; keep only the canonical aliases.	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	61	// "gpt-4.1-nano": 1047576,	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	101	// "text-embedding-3-small": 8191,	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	141	// "claude-sonnet-4-5": 200000,	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	241	// "magistral-medium-latest": 131072,	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	561	// Output token limits (modelOutputTokens).	COMMENT
LOW	tools/sync_models/src/sync_models.config.json	601	// "claude-sonnet-4-5": 65536,	COMMENT
LOW	tools/sync_models/src/core/merger.py	461	# Example: OpenRouter lists both "mistral-large-2512" (262144 tokens, exact match	COMMENT
LOW	tools/sync_models/src/core/merger.py	481	# existing profile even though the stored model IDs differ (e.g. the API	COMMENT
LOW	tools/dependabot-smoke/smoke-nodes.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/dependabot-smoke/smoke-litellm.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docker/docker-compose.override.yml	1	# ---------------------------------------------------------------------------	COMMENT
LOW	docker/docker-compose.yml	1	# ---------------------------------------------------------------------------	COMMENT
LOW	test/nodes/test_init_mocks.py	1	# =============================================================================	COMMENT
LOW	test/nodes/connectors/text_output/test_anonymize.py	1	# =============================================================================	COMMENT
LOW	test/nodes/connectors/milvus/store/test_milvus.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_daytona.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_graph_falkordb.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_guild.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_rocketride_db.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_deepl.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_deepl.py	121	# ---------------------------------------------------------------------------	COMMENT
LOW	nodes/test/test_tool_deepl.py	241	'depends': depends,	COMMENT
LOW	nodes/test/test_tool_n8n.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_db_hydradb.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_rocketride_graph_full.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_lifecycle_order.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_age_translate.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_dynamic.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_dynamic_full.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_tavily.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_tool_tavily.py	21	# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,	COMMENT
LOW	nodes/test/test_rocketride_db_full.py	1	# =============================================================================	COMMENT
LOW	nodes/test/test_graph_neo4j.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_oura/test_tool_oura.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_laserdata_memory/__init__.py	1	# =============================================================================	COMMENT
LOW	nodes/test/core/test_microsoft_access.py	1	# =============================================================================	COMMENT
LOW	nodes/test/guardrails/test_all.py	1	# =============================================================================	COMMENT
LOW	nodes/test/guardrails/test_lane_forward_once.py	1	# =============================================================================	COMMENT
LOW	nodes/test/framework/runner.py	1	# =============================================================================	COMMENT
LOW	nodes/test/framework/discovery.py	1	# =============================================================================	COMMENT
LOW	nodes/test/framework/__init__.py	1	# =============================================================================	COMMENT
LOW	nodes/test/framework/pipeline.py	1	# =============================================================================	COMMENT
LOW	nodes/test/framework/pipeline.py	181	"""	COMMENT
LOW	nodes/test/framework/expectations.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_cognee/__init__.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_microsoft_365/test_drive_paths.py	1	# =============================================================================	COMMENT
LOW	…s/test/tool_microsoft_365/test_onedrive_invite_gate.py	1	# =============================================================================	COMMENT
LOW	…es/test/tool_microsoft_365/test_outlook_mail_guards.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_microsoft_365/test_graph_client.py	1	# =============================================================================	COMMENT
LOW	nodes/test/tool_microsoft_365/test_onedrive_gates.py	1	# =============================================================================	COMMENT
3957 more matches not shown…

Unused Imports1352 hits · 1172 pts

Severity	File	Line	Context
LOW	tools/contract_checks/cli.py	10	CODE
LOW	tools/contract_checks/test/conftest.py	16	CODE
LOW	tools/contract_checks/test/test_runner.py	8	CODE
LOW	tools/contract_checks/test/test_extractor.py	9	CODE
LOW	tools/contract_checks/src/contract_checks/engine_env.py	13	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	8	CODE
LOW	tools/contract_checks/src/contract_checks/manifest.py	17	CODE
LOW	tools/contract_checks/src/contract_checks/extractor.py	21	CODE
LOW	tools/contract_checks/src/contract_checks/cli.py	19	CODE
LOW	tools/contract_checks/src/contract_checks/trees.py	8	CODE
LOW	tools/sync_models/test/conftest.py	13	CODE
LOW	tools/sync_models/test/test_sync_live.py	16	CODE
LOW	tools/sync_models/test/markers.py	7	CODE
LOW	tools/sync_models/test/test_baidu_qianfan_provider.py	1	CODE
LOW	tools/sync_models/test/test_extended_thinking_field.py	13	CODE
LOW	tools/sync_models/test/test_sync_logic.py	11	CODE
LOW	tools/sync_models/src/stamp_reasoning.py	8	CODE
LOW	tools/sync_models/src/sync_models.py	19	CODE
LOW	tools/sync_models/src/core/util.py	11	CODE
LOW	tools/sync_models/src/core/reporter.py	13	CODE
LOW	tools/sync_models/src/core/patcher.py	19	CODE
LOW	tools/sync_models/src/core/merger.py	14	CODE
LOW	tools/sync_models/src/core/smoke.py	20	CODE
LOW	tools/sync_models/src/providers/baidu_qianfan.py	8	CODE
LOW	tools/sync_models/src/providers/mistral.py	13	CODE
LOW	tools/sync_models/src/providers/minimax.py	11	CODE
LOW	tools/sync_models/src/providers/perplexity.py	8	CODE
LOW	tools/sync_models/src/providers/gemini.py	12	CODE
LOW	tools/sync_models/src/providers/openai.py	8	CODE
LOW	tools/sync_models/src/providers/qwen.py	8	CODE
LOW	tools/sync_models/src/providers/deepseek.py	14	CODE
LOW	tools/sync_models/src/providers/anthropic.py	8	CODE
LOW	tools/sync_models/src/providers/kimi.py	14	CODE
LOW	tools/sync_models/src/providers/xai.py	8	CODE
LOW	tools/sync_models/src/providers/embedding_openai.py	8	CODE
LOW	tools/sync_models/src/providers/base.py	9	CODE
LOW	nodes/test/test_tool_daytona.py	28	CODE
LOW	nodes/test/test_graph_falkordb.py	33	CODE
LOW	nodes/test/test_vectordb_tool_mixin.py	23	CODE
LOW	nodes/test/conftest.py	58	CODE
LOW	nodes/test/conftest.py	58	CODE
LOW	nodes/test/conftest.py	58	CODE
LOW	nodes/test/conftest.py	58	CODE
LOW	nodes/test/test_tool_guild.py	39	CODE
LOW	nodes/test/test_agent_langchain_parser.py	16	CODE
LOW	nodes/test/test_rocketride_db.py	35	CODE
LOW	nodes/test/test_tool_deepl.py	108	CODE
LOW	nodes/test/test_tool_deepl.py	159	CODE
LOW	nodes/test/test_tool_n8n.py	28	CODE
LOW	nodes/test/test_baidu_qianfan_global_validation.py	1	CODE
LOW	nodes/test/test_tool_v0.py	13	CODE
LOW	nodes/test/test_rocketride_graph_full.py	44	CODE
LOW	nodes/test/test_rocketride_graph_full.py	72	CODE
LOW	nodes/test/test_lifecycle_order.py	55	CODE
LOW	nodes/test/test_age_translate.py	33	CODE
LOW	nodes/test/_sys_modules_guard.py	21	CODE
LOW	nodes/test/test_db_hotdata.py	15	CODE
LOW	nodes/test/test_db_arango.py	18	CODE
LOW	nodes/test/test_tool_tavily.py	28	CODE
LOW	nodes/test/test_rocketride_db_full.py	48	CODE
1292 more matches not shown…

Excessive Try-Catch Wrapping1022 hits · 1066 pts

Severity	File	Line	Snippet	Context
LOW	testdata/images/generate_test_images.py	28	except Exception:	CODE
LOW⚡	tools/contract_checks/README.md	144	except Exception:	CODE
LOW⚡	tools/contract_checks/README.md	152	except Exception:	CODE
LOW⚡	tools/contract_checks/README.md	162	except Exception:	CODE
LOW	tools/contract_checks/src/contract_checks/engine_env.py	73	except Exception:	CODE
LOW	tools/contract_checks/src/contract_checks/engine_env.py	302	except Exception:	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	78	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	111	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	178	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	236	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/runner.py	278	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/manifest.py	60	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/cli.py	81	except Exception as e:	CODE
LOW	tools/contract_checks/src/contract_checks/cli.py	427	except Exception as e:	CODE
LOW	tools/sync_models/src/sync_models.py	203	except Exception as e:	CODE
LOW	tools/sync_models/src/sync_models.py	212	except Exception as e:	CODE
LOW	tools/sync_models/src/sync_models.py	352	except Exception as e:	CODE
LOW	tools/sync_models/src/core/patcher.py	541	except Exception:	CODE
LOW	tools/sync_models/src/core/merger.py	84	except Exception:	CODE
LOW	tools/sync_models/src/core/merger.py	219	except Exception:	CODE
LOW	tools/sync_models/src/core/merger.py	229	except Exception:	CODE
LOW	tools/sync_models/src/core/smoke.py	91	except Exception as e:	CODE
LOW	tools/sync_models/src/core/smoke.py	139	except Exception as e:	CODE
LOW	tools/sync_models/src/core/smoke.py	169	except Exception as e:	CODE
LOW	tools/sync_models/src/core/smoke.py	202	except Exception as e:	CODE
LOW	tools/sync_models/src/providers/base.py	386	except Exception as e:	CODE
LOW⚡	tools/sync_models/src/providers/base.py	622	except Exception:	CODE
LOW⚡	tools/sync_models/src/providers/base.py	627	except Exception:	CODE
LOW	nodes/test/test_anonymize_logic.py	159	except Exception as e: # noqa: BLE001	CODE
LOW	nodes/test/test_contracts.py	121	except Exception:	CODE
LOW	nodes/test/test_contracts.py	366	except Exception:	CODE
LOW	nodes/test/test_contracts.py	371	except Exception:	CODE
LOW	nodes/test/conftest.py	109	except Exception:	CODE
LOW	nodes/test/test_tool_deepl.py	169	except Exception:	CODE
MEDIUM	nodes/test/test_rocketride_graph_full.py	79	def _db_reachable() -> bool:	CODE
LOW	nodes/test/test_rocketride_graph_full.py	84	except Exception:	CODE
LOW	nodes/test/test_anomaly_detector_lane_forward.py	91	except Exception:	CODE
LOW	nodes/test/test_dynamic.py	106	except Exception as e:	CODE
LOW	nodes/test/test_dynamic_full.py	80	except Exception as e:	CODE
MEDIUM	nodes/test/test_db_hotdata.py	1608	def _run_first():	CODE
LOW	nodes/test/test_db_hotdata.py	1611	except Exception as exc: # reported below instead of hanging the suite	CODE
MEDIUM	nodes/test/test_rocketride_db_full.py	90	def _db_reachable() -> bool:	CODE
LOW	nodes/test/test_rocketride_db_full.py	95	except Exception:	CODE
LOW	nodes/test/guardrails/test_lane_forward_once.py	166	except Exception:	CODE
LOW	nodes/test/framework/runner.py	106	except Exception:	CODE
LOW	nodes/test/framework/discovery.py	211	except Exception as e:	CODE
LOW	nodes/test/tool_http_request/test_rate_limiter.py	178	except Exception as exc:	CODE
MEDIUM	nodes/test/tool_http_request/test_rate_limiter.py	171	def worker():	CODE
LOW	…/embedding_transformer/test_lane_batch_forward_once.py	109	except Exception:	CODE
LOW	nodes/test/image_cleanup/test_provenance.py	64	except Exception:	CODE
LOW⚡	nodes/test/tool_filesystem/test_live_anchor.py	89	except Exception:	CODE
LOW⚡	nodes/test/tool_filesystem/test_live_anchor.py	93	except Exception:	CODE
LOW	nodes/test/tool_mcp_client/stub_mcp_server.py	137	except Exception:	CODE
MEDIUM	nodes/test/tool_mcp_client/test_catalog_refresh.py	389	def worker():	CODE
LOW	nodes/test/tool_mcp_client/test_catalog_refresh.py	395	except Exception as e: # pragma: no cover - failure path	CODE
LOW	nodes/test/tool_mcp_client/test_mcp_agent_catalog.py	46	except Exception as exc: # pragma: no cover - env without engine libs	CODE
LOW	nodes/test/tool_gohighlevel/test_tools.py	283	except Exception as exc: # noqa: BLE001 - a teardown must not mask the test result	CODE
LOW	nodes/test/memory_persistent/test_node.py	591	except Exception as e: # noqa: BLE001 - thread worker reports failures through errors.	CODE
LOW	nodes/test/memory_persistent/test_node.py	637	except Exception as e: # noqa: BLE001 - thread worker reports failures through errors.	CODE
LOW	nodes/test/memory_persistent/test_node.py	646	except Exception as e: # noqa: BLE001 - thread worker reports failures through errors.	CODE
962 more matches not shown…

Cross-File Repetition186 hits · 930 pts

Severity	File	Line	Snippet	Context
HIGH	nodes/test/test_tool_daytona.py	0	return {module_name: stub} for the deps needed only to import the module.	STRING
HIGH	nodes/test/test_tool_v0.py	0	return {module_name: stub} for the deps needed only to import the module.	STRING
HIGH	nodes/test/test_tool_tavily.py	0	return {module_name: stub} for the deps needed only to import the module.	STRING
HIGH	nodes/test/thumbnail/test_chunk_ids.py	0	minimal currentobject: what docmetadata reads off the instance context.	STRING
HIGH	nodes/test/embedding_video/test_frame_names.py	0	minimal currentobject: what docmetadata reads off the instance context.	STRING
HIGH	nodes/test/frame_grabber/test_frame_ordinals.py	0	minimal currentobject: what docmetadata reads off the instance context.	STRING
HIGH	nodes/test/thumbnail/test_chunk_ids.py	0	stand-in for the engine binding (``self.instance``).	STRING
HIGH	nodes/test/embedding_video/test_frame_names.py	0	stand-in for the engine binding (``self.instance``).	STRING
HIGH	nodes/test/frame_grabber/test_frame_ordinals.py	0	stand-in for the engine binding (``self.instance``).	STRING
HIGH	nodes/test/thumbnail/test_chunk_ids.py	0	stand-in for ``iendpoint``: docmetadata reads the node id off jobconfig.	STRING
HIGH	nodes/test/embedding_video/test_frame_names.py	0	stand-in for ``iendpoint``: docmetadata reads the node id off jobconfig.	STRING
HIGH	nodes/test/frame_grabber/test_frame_ordinals.py	0	stand-in for ``iendpoint``: docmetadata reads the node id off jobconfig.	STRING
HIGH	nodes/test/tool_laserdata_memory/test_tools.py	0	stub @tool_function decorator that records metadata and returns the function.	STRING
HIGH	nodes/test/tool_mem0/test_tools.py	0	stub @tool_function decorator that records metadata and returns the function.	STRING
HIGH	nodes/test/tool_cognee/test_tools.py	0	stub @tool_function decorator that records metadata and returns the function.	STRING
HIGH	nodes/test/tool_laserdata_memory/test_tools.py	0	attach tool metadata to the wrapped function and return it.	STRING
HIGH	nodes/test/tool_mem0/test_tools.py	0	attach tool metadata to the wrapped function and return it.	STRING
HIGH	nodes/test/tool_cognee/test_tools.py	0	attach tool metadata to the wrapped function and return it.	STRING
HIGH	nodes/test/tool_laserdata_memory/test_tools.py	0	identity stand-in for normalize_tool_input (returns dict args unchanged).	STRING
HIGH	nodes/test/tool_mem0/test_tools.py	0	identity stand-in for normalize_tool_input (returns dict args unchanged).	STRING
HIGH	nodes/test/tool_cognee/test_tools.py	0	identity stand-in for normalize_tool_input (returns dict args unchanged).	STRING
HIGH	nodes/test/tool_laserdata_memory/test_tools.py	0	minimal config stub returning an empty node config.	STRING
HIGH	nodes/test/tool_mem0/test_tools.py	0	minimal config stub returning an empty node config.	STRING
HIGH	nodes/test/tool_cognee/test_tools.py	0	minimal config stub returning an empty node config.	STRING
HIGH	…s/test/tool_google_workspace/calendar/test_calendar.py	0	unit tests for the tool_gmail node (no network, no engine runtime). bootstrap mirrors test_tool_tavily.py: inject lightw	STRING
HIGH	nodes/test/tool_google_workspace/sheets/test_sheets.py	0	unit tests for the tool_gmail node (no network, no engine runtime). bootstrap mirrors test_tool_tavily.py: inject lightw	STRING
HIGH	nodes/test/tool_google_workspace/docs/test_docs.py	0	unit tests for the tool_gmail node (no network, no engine runtime). bootstrap mirrors test_tool_tavily.py: inject lightw	STRING
HIGH	nodes/test/tool_google_workspace/drive/test_drive.py	0	unit tests for the tool_gmail node (no network, no engine runtime). bootstrap mirrors test_tool_tavily.py: inject lightw	STRING
HIGH	nodes/test/tool_google_workspace/gmail/test_gmail.py	0	unit tests for the tool_gmail node (no network, no engine runtime). bootstrap mirrors test_tool_tavily.py: inject lightw	STRING
HIGH	…s/test/tool_google_workspace/calendar/test_calendar.py	0	return the kwargs of the first recorded call to terminal method ``op``.	STRING
HIGH	nodes/test/tool_google_workspace/sheets/test_sheets.py	0	return the kwargs of the first recorded call to terminal method ``op``.	STRING
HIGH	nodes/test/tool_google_workspace/docs/test_docs.py	0	return the kwargs of the first recorded call to terminal method ``op``.	STRING
HIGH	nodes/test/tool_google_workspace/drive/test_drive.py	0	return the kwargs of the first recorded call to terminal method ``op``.	STRING
HIGH	…s/test/tool_google_workspace/calendar/test_calendar.py	0	secrets must never carry a real default (gitleaks scans services*.json).	STRING
HIGH	nodes/test/tool_google_workspace/sheets/test_sheets.py	0	secrets must never carry a real default (gitleaks scans services*.json).	STRING
HIGH	nodes/test/tool_google_workspace/docs/test_docs.py	0	secrets must never carry a real default (gitleaks scans services*.json).	STRING
HIGH	nodes/src/nodes/db_mysql/IGlobal.py	0	return the explain-validation retry count from config (default 5).	STRING
HIGH	nodes/src/nodes/rocketride_sql/IGlobal.py	0	return the explain-validation retry count from config (default 5).	STRING
HIGH	nodes/src/nodes/db_postgres/IGlobal.py	0	return the explain-validation retry count from config (default 5).	STRING
HIGH	nodes/src/nodes/db_mysql/IGlobal.py	0	return the user-provided database description (empty string if unset).	STRING
HIGH	nodes/src/nodes/rocketride_sql/IGlobal.py	0	return the user-provided database description (empty string if unset).	STRING
HIGH	nodes/src/nodes/db_postgres/IGlobal.py	0	return the user-provided database description (empty string if unset).	STRING
HIGH	nodes/src/nodes/llm_perplexity/perplexity.py	0	get the maximum token count for the specified vision model.	STRING
HIGH	nodes/src/nodes/llm_mistral/mistral.py	0	get the maximum token count for the specified vision model.	STRING
HIGH	nodes/src/nodes/llm_vision_mistral/mistral_vision.py	0	get the maximum token count for the specified vision model.	STRING
HIGH	nodes/src/nodes/llm_perplexity/perplexity.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/llm_mistral/mistral.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/llm_vision_openai/openai_vision.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/llm_vision_ollama/ollama_vision.py	0	convert api error messages to user-friendly format.	STRING
HIGH	…c/nodes/accessibility_describe/accessibility_vision.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/llm_vision_gemini/gemini_vision.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/llm_vision_mistral/mistral_vision.py	0	convert api error messages to user-friendly format.	STRING
HIGH	nodes/src/nodes/detect/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/caption/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/detect_segment/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/depth_estimate/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/pose_estimation/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/background_removal/IGlobal.py	0	disconnect the facade and release shared state on teardown.	STRING
HIGH	nodes/src/nodes/detect/IInstance.py	0	accumulate an inbound image stream and run background removal on end. args: action: avi stream action (begin/write/end).	STRING
HIGH	nodes/src/nodes/caption/IInstance.py	0	accumulate an inbound image stream and run background removal on end. args: action: avi stream action (begin/write/end).	STRING
126 more matches not shown…

Docstring Block Structure131 hits · 655 pts

Severity	File	Line	Snippet	Context
HIGH	tools/contract_checks/src/contract_checks/engine_env.py	140	Test whether a version string satisfies a PEP 440 specifier. Used by the dispatch loop to gate manifest entrie	STRING
HIGH	tools/contract_checks/src/contract_checks/engine_env.py	249	Scan a requirements.txt for the ``# contract-check: disable`` marker. A disable marker is strictly stronger th	STRING
HIGH	tools/contract_checks/src/contract_checks/runner.py	403	Evaluate a Python expression with a hard wall-clock cap. Uses ``signal.setitimer`` on POSIX (precise, low over	STRING
HIGH	tools/contract_checks/src/contract_checks/extractor.py	153	Decide whether an ``except`` clause guards optional imports. Args: handler: A single ``except`` clause	STRING
HIGH	tools/contract_checks/src/contract_checks/cli.py	183	Read a ``requirements.txt`` and return the set of distribution names. Recognises the common subset of PEP 508	STRING
HIGH	tools/sync_models/src/core/patcher.py	46	Find the character range of the value of "profiles": { ... } in raw text. Uses bracket counting so it handles	STRING
HIGH	tools/sync_models/src/core/patcher.py	222	Find the character range of the value of ``"fields": { ... }`` in raw text. Same bracket-counting approach as	STRING
HIGH	tools/sync_models/src/core/patcher.py	481	Update ``preconfig.profiles`` and the ``fields`` block inside a services.json file while preserving all existin	STRING
HIGH	tools/sync_models/src/core/smoke.py	224	Run a smoke test for the given model. Args: smoke_type: One of the keys in the internal registry	STRING
HIGH	nodes/test/framework/runner.py	112	Load test input data as bytes. Input type is inferred from the lane: - text, questions, an	STRING
HIGH	nodes/src/nodes/tool_mem0/IInstance.py	423	Execute an HTTP request to the Mem0 API with bounded retries (via tenacity). Args: method: HTTP verb, e.g.	STRING
HIGH	nodes/src/nodes/agent_crewai/crewai_runner.py	98	Submit a kickoff coroutine bound to a per-run context. Wraps `coro` in an inner coroutine that sets `c	STRING
HIGH	nodes/src/nodes/embedding_image/embedding.py	94	Create a normalized embedding vector for a given image. This method is completely agnostic to local vs	STRING
HIGH	nodes/src/nodes/ocr/ocr.py	200	Convert various image formats to PNG bytes. Args: image_data: Image as a bytes-like object	STRING
HIGH	nodes/src/nodes/tool_slack/slack_client.py	300	Post a message via ``chat.postMessage`` (or the webhook). Args: channel: Channel ID or name. Requir	STRING
HIGH	nodes/src/nodes/tool_slack/slack_client.py	371	List public channels via ``conversations.list``. Cursor pagination is handled internally; at most ``MAX_CHANNEL	STRING
HIGH	nodes/src/nodes/tool_slack/slack_client.py	417	Read recent messages via ``conversations.history``. Cursor pagination is handled internally; at most ``	STRING
HIGH	nodes/src/nodes/tool_filesystem/IInstance.py	584	A sibling path to stream into before it replaces ``path``. Args: path: The final destination.	STRING
HIGH	nodes/src/nodes/graph_arango/IGlobal.py	144	Execute a read-only AQL query and return rows as a list of plain dicts. Args: aql (str): The AQL qu	STRING
HIGH	nodes/src/nodes/tool_xtrace_memory/IInstance.py	345	Execute an HTTP request to the xTrace API with bounded retries (via tenacity). Args: method: HTTP verb, e.g	STRING
HIGH	nodes/src/nodes/rerank_cohere/rerank_client.py	138	Rerank a list of documents by relevance to the given query. Args: query: The query to rank	STRING
HIGH	nodes/src/nodes/llm_ibm_watson/ibm_watson.py	54	Validate an IBM Cloud location string and return the service URL. Args: location: The location/region strin	STRING
HIGH	nodes/src/nodes/llm_gemini/gemini.py	157	Send a chat prompt to the Gemini model and return the response. This method handles the core chat func	STRING
HIGH	…kages/server/engine-lib/rocketlib-python/lib/msauth.py	139	Get a token given the service configuration dict. Args: service (any): service object (engLib.IFilterE	STRING
HIGH	…ver/engine-lib/rocketlib-python/lib/rocketlib/types.py	529	Create an object Entry. Args: filename (str, optional): The name of the target file. If not provid	STRING
HIGH	packages/ai/src/ai/node.py	201	Return the shared WebServer, or explain why there isn't one. For source nodes that cannot work without an HTTP list	STRING
HIGH	packages/ai/src/ai/web/server.py	364	Resolve the absolute file path from a URL-encoded path. Args: path (str): The file path (c	STRING
HIGH	packages/ai/src/ai/web/server.py	601	Authenticate incoming requests using registered authentication providers. This method handles authenti	STRING
HIGH	packages/ai/src/ai/common/chat.py	165	Send prompt, recieve response. This method is pretty common since we are using langchain. Thi	STRING
HIGH	packages/ai/src/ai/common/chat.py	333	Handle chat requests with retries for transient errors. This method wraps the actual chat implementati	STRING
HIGH	packages/ai/src/ai/common/chat.py	607	Create and initialize a chat driver for the specified provider. This function uses dynamic module loading to i	STRING
HIGH	packages/ai/src/ai/common/validation.py	51	Validate and sanitize a prompt before sending to an LLM API. Performs the following checks in order: 1. Rejects	STRING
HIGH	packages/ai/src/ai/common/validation.py	95	Validate that a model name is well-formed. Args: model: The model identifier string, or None if not yet con	STRING
HIGH	packages/ai/src/ai/common/validation.py	128	Validate that the output token limit is within reasonable bounds. Args: output_tokens: The configured max o	STRING
HIGH	packages/ai/src/ai/common/avi/descriptor.py	130	Build a (partial) stream descriptor from a node instance plus media fields. Python does NOT build the authoritative	STRING
HIGH	packages/ai/src/ai/common/utils/image_utils.py	52	Convert an image to PNG bytes for transport to the model server. Args: image: A PIL ``Image`` (converted to	STRING
HIGH	packages/ai/src/ai/common/models/base.py	443	Send a DAP command to the model server with automatic reconnection. Used for inference and other comma	STRING
HIGH	packages/ai/src/ai/common/models/audio/whisper.py	193	Load faster-whisper model. Two modes: - Local mode (device specified): Load directly to device	STRING
HIGH	packages/ai/src/ai/common/models/audio/whisper.py	396	Run Whisper transcription. Uses faster-whisper with built-in Silero VAD for voice activity detection.	STRING
HIGH	packages/ai/src/ai/common/models/audio/whisper.py	713	Transcribe audio to text with timestamps. Args: audio: Raw PCM int16 bytes (16kHz mono)	STRING
HIGH	packages/ai/src/ai/common/image/image.py	14	Load an image from raw bytes into a fully-decoded Pillow Image. Opens the bytes with Pillow and forces	STRING
HIGH	packages/ai/src/ai/common/dap/dap_conn.py	139	Build and send a DAP error response message to the client. Handles failed DAP requests by building a p	STRING
HIGH	packages/ai/src/ai/account/store.py	108	Read data from file. Args: filename: Relative path to file Returns: F	STRING
HIGH	packages/ai/src/ai/account/store.py	124	Read data from file with metadata (version/etag). Args: filename: Relative path to file	STRING
HIGH	packages/ai/src/ai/account/store.py	140	Write data to file atomically with optional version check. Args: filename: Relative path t	STRING
HIGH	packages/ai/src/ai/account/store.py	171	Get the last modified time of a file as an epoch timestamp. Default implementation delegates to get_fi	STRING
HIGH	packages/ai/src/ai/account/store.py	189	Get file metadata: size and modification time. Default implementation reads the file to confirm existe	STRING
HIGH	packages/ai/src/ai/account/store.py	227	Read binary data from file. Default implementation decodes from string via latin-1. Backends s	STRING
HIGH	packages/ai/src/ai/account/store.py	355	List all files with given prefix. Args: prefix: Path prefix to filter files Retur	STRING
HIGH	packages/ai/src/ai/account/store.py	379	Browse files and/or folders under a prefix. Directories are returned with a trailing ``/`` to distingu	STRING
HIGH	packages/ai/src/ai/account/store.py	619	Create storage instance. Args: url: Storage URL (overrides the RR_STORE_URL env var)	STRING
HIGH	packages/ai/src/ai/account/file_store.py	63	Mint a signed DIRECTORY-capability fetch URL for a multi-file bundle. Module Federation remotes are multi-file	STRING
HIGH	packages/ai/src/ai/account/file_store.py	627	Open a file for writing. The handle is owned by the bound context's conn_id (cleanup on disconnect; own	STRING
HIGH	packages/ai/src/ai/account/file_store.py	771	Read file contents as raw bytes. This convenience method materializes the entire file in memory.	STRING
HIGH	packages/ai/src/ai/account/file_store.py	1144	Get a direct HTTP URL for accessing the file. Cloud backends (S3, Azure) return a presigned/SAS URL di	STRING
HIGH	packages/ai/src/ai/account/models.py	295	Return caller's permissions for a specific team. Expands org.admin to the full permission set. CONTRACT —	STRING
HIGH	packages/ai/src/ai/account/deployment_backend.py	73	Validate an identifier that becomes a physical path segment. org/project/team ids originate from session data and t	STRING
HIGH	packages/ai/src/ai/account/base.py	326	Resolve the per-tenant database DSN for the RocketRide cloud DB nodes. The ``rocketride_sql`` / ``rock	STRING
HIGH	packages/ai/src/ai/account/keystore.py	63	Map a token to its assigned backend endpoint. Validates the token, ensures it belongs to the given API	STRING
HIGH	packages/ai/src/ai/modules/clients/clients.py	106	Serve a specific Python client wheel file, or latest if "latest" version is specified. This endpoint serves wh	STRING
71 more matches not shown…

Structural Annotation Overuse267 hits · 489 pts

Severity	File	Line	Snippet	Context
LOW	nodes/src/nodes/store_pinecone/IGlobal.py	72	# Step 1: Collection Name Validation (per Pinecone docs)	COMMENT
LOW⚡	nodes/src/nodes/store_pinecone/IGlobal.py	101	# Step 2: API Authentication and Collection Check	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	43	# Step 1: Convert to PNG if needed	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	46	# Step 2: Convert image to binary grayscale PNG	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	49	# Step 3: Deskew the binary image to align text	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	52	# Step 4: Clean up image using morphological operations	COMMENT
LOW	deploy/helm/examples/keda-gpu-scaling.yaml	3	# WARNING: The built-in HPA (engine.autoscaling) uses CPU/memory metrics,	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	5	### Step 1: Set Up the `.env` File	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	23	### Step 2: Install Client	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	29	### Step 3: Create Pipeline (`pipeline.pipe`)	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	64	### Step 4: Create Python Script (`main.py`)	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	103	### Step 5: Run	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	113	### Step 1: Set Up the `.env` File	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	131	### Step 2: Install Client	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	141	### Step 3: Create Pipeline (`pipeline.pipe`)	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	174	### Step 4: Create TypeScript Script (`main.ts`)	COMMENT
LOW	docs/agents/ROCKETRIDE_QUICKSTART.md	210	### Step 5: Run	COMMENT
LOW⚡	scripts/lib/getenv.js	80	// Step 1: read .config (public defaults, always from server root)	COMMENT
LOW⚡	scripts/lib/getenv.js	83	// Step 2: determine which .env to use	COMMENT
LOW⚡	scripts/lib/getenv.js	89	// Step 3: merge — .env overrides .config defaults	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	186	// Step 1: branding iconDark / iconLight	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	190	// Step 2: branding generic icon	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	193	// Step 3: manifest icon URL	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	196	// Step 4: RocketRide mark	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	466	// Step 1: normalize — empty string / emptied array means "filter off".	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	475	// Step 2: resolve the base field (range suffixes ride separate keys)	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	478	// Step 3: unknown keys are skipped (server parity — see the JSDoc).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	481	// Step 4: every committed entry must pass (AND semantics).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	535	// Step 1: wrap the payload in an object URL.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	538	// Step 2: click a transient anchor pointing at it.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	544	// Step 3: remove the anchor and release the URL.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	776	// Step 1: the date part (exclusive pair).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	782	// Step 2: the time part (exclusive pair), 12-hour unless clock24.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1166	// Step 2: exempt columns get no popup at all (no affordance rendered).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1168	// Step 3: the FORMAT-override layer wraps the cell formatter (popup	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1175	// Step 4: an explicit caller-provided headerPopup wins untouched.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1177	// Step 5: default wiring — the combined popup and Tabulator's own	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1285	// Step 1: input prefilled from current state (arrays never appear in	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1295	// Step 2: focus once the popup is in the DOM so typing starts immediately.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1387	// Step 2: initial check-set — filter OFF means everything admitted	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1392	// Step 3: render one toggle row per value.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1463	// Step 1: empty text is the valid "no time" state, not an error.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1466	// Step 2: shape check, then range-check each clock component.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1471	// Step 3: reassemble with the hour padded to 2 digits.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1150	// Step 1: strip the markers by destructuring so Tabulator never sees	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1376	// Step 1: dedupe by wire value, remembering each value's label.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1687	// Step 1: the mode-specific pending controls append themselves into the	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1736	// Step 2: the footer row — quiet Clear on the left of a primary Apply.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1753	// Step 3: Enter in any of the section's INPUTS applies immediately. The	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	668	// Step 1: compact — drop empty strings AND empty arrays so fetchers	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	677	// Step 2: apply — remote grids restart from page 1; local grids	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	687	// Step 3: reflect the committed state in the header indicators.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	835	// Step 1: any pointer-down outside the trigger AND the portaled panel	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	843	// Step 2: Escape closes too (keyboard parity with the header popups).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	847	// Step 3: ancestor scroll / resize invalidate the anchor — close.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1235	// Step 1: what is already covered — declared fields + added autos.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1241	// Step 2: build defs for the uncovered keys of the sample row.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1248	// Step 3: append after the current defs — deferred a tick so a load in	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1320	// Step 1: install / clear the combined predicate over the loaded rows.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1327	// Step 2: re-run the page clamp and the footer contract (local paging	COMMENT
207 more matches not shown…

Verbosity Indicators256 hits · 474 pts

Severity	File	Line	Snippet	Context
LOW	nodes/src/nodes/store_pinecone/IGlobal.py	72	# Step 1: Collection Name Validation (per Pinecone docs)	COMMENT
LOW⚡	nodes/src/nodes/store_pinecone/IGlobal.py	101	# Step 2: API Authentication and Collection Check	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	43	# Step 1: Convert to PNG if needed	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	46	# Step 2: Convert image to binary grayscale PNG	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	49	# Step 3: Deskew the binary image to align text	COMMENT
LOW⚡	nodes/src/nodes/image_cleanup/process.py	52	# Step 4: Clean up image using morphological operations	COMMENT
LOW⚡	scripts/lib/getenv.js	80	// Step 1: read .config (public defaults, always from server root)	COMMENT
LOW⚡	scripts/lib/getenv.js	83	// Step 2: determine which .env to use	COMMENT
LOW⚡	scripts/lib/getenv.js	89	// Step 3: merge — .env overrides .config defaults	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	186	// Step 1: branding iconDark / iconLight	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	190	// Step 2: branding generic icon	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	193	// Step 3: manifest icon URL	COMMENT
LOW⚡	packages/shell/src/components/layout/Sidebar.tsx	196	// Step 4: RocketRide mark	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	466	// Step 1: normalize — empty string / emptied array means "filter off".	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	475	// Step 2: resolve the base field (range suffixes ride separate keys)	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	478	// Step 3: unknown keys are skipped (server parity — see the JSDoc).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	481	// Step 4: every committed entry must pass (AND semantics).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	535	// Step 1: wrap the payload in an object URL.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	538	// Step 2: click a transient anchor pointing at it.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	544	// Step 3: remove the anchor and release the URL.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	776	// Step 1: the date part (exclusive pair).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	782	// Step 2: the time part (exclusive pair), 12-hour unless clock24.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1166	// Step 2: exempt columns get no popup at all (no affordance rendered).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1168	// Step 3: the FORMAT-override layer wraps the cell formatter (popup	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1175	// Step 4: an explicit caller-provided headerPopup wins untouched.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1177	// Step 5: default wiring — the combined popup and Tabulator's own	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1285	// Step 1: input prefilled from current state (arrays never appear in	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1295	// Step 2: focus once the popup is in the DOM so typing starts immediately.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1387	// Step 2: initial check-set — filter OFF means everything admitted	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1392	// Step 3: render one toggle row per value.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1463	// Step 1: empty text is the valid "no time" state, not an error.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1466	// Step 2: shape check, then range-check each clock component.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/defaults.ts	1471	// Step 3: reassemble with the hour padded to 2 digits.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1150	// Step 1: strip the markers by destructuring so Tabulator never sees	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1376	// Step 1: dedupe by wire value, remembering each value's label.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1687	// Step 1: the mode-specific pending controls append themselves into the	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1736	// Step 2: the footer row — quiet Clear on the left of a primary Apply.	COMMENT
LOW	packages/shell/src/components/data-grid/defaults.ts	1753	// Step 3: Enter in any of the section's INPUTS applies immediately. The	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	668	// Step 1: compact — drop empty strings AND empty arrays so fetchers	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	677	// Step 2: apply — remote grids restart from page 1; local grids	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	687	// Step 3: reflect the committed state in the header indicators.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	835	// Step 1: any pointer-down outside the trigger AND the portaled panel	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	843	// Step 2: Escape closes too (keyboard parity with the header popups).	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	847	// Step 3: ancestor scroll / resize invalidate the anchor — close.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1235	// Step 1: what is already covered — declared fields + added autos.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1241	// Step 2: build defs for the uncovered keys of the sample row.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1248	// Step 3: append after the current defs — deferred a tick so a load in	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1320	// Step 1: install / clear the combined predicate over the loaded rows.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1327	// Step 2: re-run the page clamp and the footer contract (local paging	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1364	// Step 2: clear every filter surface — raw control values, typeahead	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1374	// Step 3: clear the grid-local search (input, committed term, and the	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1382	// Step 4: persisted state — Reset layout deletes the table's whole	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1601	// Step 1: write the provided bounds in ONE state update (so a	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1610	// Step 2: instant indicator feedback — merge the edit over the	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1637	// Step 1: merge, dropping keys the patch explicitly cleared.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1642	// Step 2: an emptied override disappears from the map entirely.	COMMENT
LOW⚡	packages/shell/src/components/data-grid/DataGrid.tsx	1645	// Step 3: persist (RR-private blob type) and re-render in place.	COMMENT
LOW	packages/shell/src/components/data-grid/DataGrid.tsx	1351	// Step 1: re-arm the debounce guards before the state writes —	COMMENT
LOW	packages/shell/src/components/data-grid/DataGrid.tsx	1478	// Step 1: assemble the option set — platform defaults, then the mode	COMMENT
LOW	packages/shell/src/components/data-grid/DataGrid.tsx	1566	// Step 2: create the instance and wire events.	COMMENT
196 more matches not shown…

Self-Referential Comments136 hits · 408 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	pyproject.toml	5	# This file contains shared Python tooling configuration for the monorepo.	COMMENT
MEDIUM	pnpm-workspace.yaml	2	# This file defines which directories contain packages in the monorepo	COMMENT
MEDIUM⚡	docker/docker-compose.override.yml	7	# This file is automatically picked up by `docker compose up` when present.	COMMENT
MEDIUM	nodes/test/guardrails/test_all.py	640	# Create the package module first so relative imports resolve	COMMENT
MEDIUM	…/tool_google_workspace/gmail/test_gmail_integration.py	232	# Create a draft to get a real Message-ID header to reply to	COMMENT
MEDIUM⚡	nodes/test/memory_persistent/test_memory_store.py	144	# Create a session with a 10 second TTL	COMMENT
MEDIUM	nodes/src/nodes/thumbnail/IInstance.py	121	# Create the document object with the image data and metadata	COMMENT
MEDIUM	nodes/src/nodes/embedding_video/IInstance.py	228	# Create the document with the frame image and embedding.	COMMENT
MEDIUM	nodes/src/nodes/llm_mistral/mistral.py	284	# Create the chat message	COMMENT
MEDIUM	nodes/src/nodes/store_weaviate/weaviate.py	192	# Define the vectorizer module (none, as we will add our own vectors)	COMMENT
MEDIUM	nodes/src/nodes/store_weaviate/weaviate.py	423	# Create the collection if needed	COMMENT
MEDIUM	nodes/src/nodes/store_weaviate/weaviate.py	569	# Create a renderChunkSize array with empty	COMMENT
MEDIUM	nodes/src/nodes/guardrails/IGlobal.py	49	# Create the guardrails engine	COMMENT
MEDIUM	nodes/src/nodes/response/IInstance.py	125	# Create the dict we will return	COMMENT
MEDIUM	nodes/src/nodes/rocketride_vector/rocketride_vector.py	322	# Create a new dictionary with only the expected keys	COMMENT
MEDIUM	nodes/src/nodes/rocketride_vector/rocketride_vector.py	377	# Create a new document	COMMENT
MEDIUM	nodes/src/nodes/ner/IInstance.py	83	# Create a copy to avoid modifying the original	COMMENT
MEDIUM	nodes/src/nodes/vectorizer/IInstance.py	78	# Create the metadata	COMMENT
MEDIUM	nodes/src/nodes/vectorizer/IInstance.py	116	# Create the embeddings	COMMENT
MEDIUM	nodes/src/nodes/store_pinecone/pinecone.py	151	# Create the collection	COMMENT
MEDIUM	nodes/src/nodes/store_pinecone/pinecone.py	395	# Create the collection if needed	COMMENT
MEDIUM	nodes/src/nodes/store_pinecone/pinecone.py	580	# Create a renderChunkSize array with empty	COMMENT
MEDIUM⚡	nodes/src/nodes/text_output/IGlobal.py	31	# Define the IGlobal C++ will call	COMMENT
MEDIUM	nodes/src/nodes/store_postgres/postgres.py	251	# Create a new dictionary with only the expected keys	COMMENT
MEDIUM	nodes/src/nodes/store_postgres/postgres.py	306	# Create a new document	COMMENT
MEDIUM	nodes/src/nodes/preprocessor_llm/IInstance.py	495	# Create the document	STRING
MEDIUM	nodes/src/nodes/preprocessor_llm/IInstance.py	522	# Create a new chunk with the table content	STRING
MEDIUM	nodes/src/nodes/reducto/parser.py	100	# Create a new Reducto client per parse to enable safe concurrency	COMMENT
MEDIUM	nodes/src/nodes/embedding_image/IInstance.py	118	# Create the Doc object for the image (unique chunkId per image)	COMMENT
MEDIUM	nodes/src/nodes/embedding_image/IInstance.py	131	# Create a document	COMMENT
MEDIUM	nodes/src/nodes/ocr/IInstance.py	208	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	nodes/src/nodes/local_text_output/IInstance.py	108	# Create the full target path by joining with output directory	COMMENT
MEDIUM	nodes/src/nodes/store_astra/astra_db.py	138	# Create the collection	COMMENT
MEDIUM	nodes/src/nodes/store_astra/astra_db.py	226	# Create a new document	COMMENT
MEDIUM	nodes/src/nodes/store_astra/astra_db.py	420	# Create the document structure for AstraDB	COMMENT
MEDIUM	nodes/src/nodes/audio_transcribe/IInstance.py	65	# Create the default metadata for the document	COMMENT
MEDIUM	nodes/src/nodes/audio_transcribe/IInstance.py	76	# Create the document object and save the base64 encoded image	COMMENT
MEDIUM	nodes/src/nodes/store_chroma/chroma.py	253	# Create a new collection	COMMENT
MEDIUM	nodes/src/nodes/store_chroma/chroma.py	487	# Create the collection if needed	COMMENT
MEDIUM	nodes/src/nodes/store_chroma/chroma.py	657	# Create a renderChunkSize array with empty	COMMENT
MEDIUM	nodes/src/nodes/autopipe/IGlobal.py	48	# Create a filter for the given provider	COMMENT
MEDIUM	nodes/src/nodes/autopipe/IGlobal.py	210	# # Create the config - since we know exactly what we want and	COMMENT
MEDIUM	nodes/src/nodes/image_cleanup/morphology.py	41	# Create a small 2x2 square kernel for morphological operation	COMMENT
MEDIUM	nodes/src/nodes/store_atlas/atlas.py	194	# Create the search index directly without SearchIndexModel	COMMENT
MEDIUM	nodes/src/nodes/accessibility_describe/IGlobal.py	49	# Create the chat interface	COMMENT
MEDIUM	nodes/src/nodes/audio_player/IGlobal.py	33	# Create the lock - we can only play one at a time	COMMENT
MEDIUM⚡	nodes/src/nodes/embedding_openai/IGlobal.py	33	# Define the IGlobal C++ will call	COMMENT
MEDIUM	nodes/src/nodes/preprocessor_code/IGlobal.py	43	# Create the preprocessor	COMMENT
MEDIUM	nodes/src/nodes/preprocessor_code/IInstance.py	54	# Create the documents	COMMENT
MEDIUM	nodes/src/nodes/preprocessor_code/IInstance.py	57	# Create the document from it	COMMENT
MEDIUM⚡	nodes/src/nodes/prompt/IInstance.py	54	# Create a question from documents	COMMENT
MEDIUM⚡	nodes/src/nodes/prompt/IInstance.py	61	# Create a question from text	COMMENT
MEDIUM⚡	nodes/src/nodes/prompt/IInstance.py	69	# Create a question from table data	COMMENT
MEDIUM	nodes/src/nodes/store_milvus/milvus.py	184	# Create a collection	COMMENT
MEDIUM	nodes/src/nodes/store_milvus/milvus.py	283	# Create a new document	COMMENT
MEDIUM	nodes/src/nodes/store_milvus/milvus.py	458	# Create the collection if needed	COMMENT
MEDIUM	nodes/src/nodes/store_milvus/milvus.py	656	# Create a renderChunkSize array with empty	COMMENT
MEDIUM	nodes/src/nodes/llm_vision_mistral/mistral_vision.py	236	# Create the messages with system role, user prompt, and image content	COMMENT
MEDIUM	nodes/src/nodes/llm_vision_mistral/IInstance.py	50	# Create a question object with the image data	COMMENT
MEDIUM	nodes/src/nodes/aparavi_aql/IGlobal.py	65	# Create the HTTP client	COMMENT
76 more matches not shown…

Deep Nesting363 hits · 308 pts

Severity	File	Line	Context
LOW	tools/contract_checks/src/contract_checks/extractor.py	484	CODE
LOW	tools/contract_checks/src/contract_checks/extractor.py	518	CODE
LOW	tools/contract_checks/src/contract_checks/cli.py	355	CODE
LOW	tools/contract_checks/src/contract_checks/cli.py	441	CODE
LOW	tools/sync_models/src/core/patcher.py	45	CODE
LOW	tools/sync_models/src/core/patcher.py	135	CODE
LOW	tools/sync_models/src/core/patcher.py	221	CODE
LOW	tools/sync_models/src/core/patcher.py	283	CODE
LOW	tools/sync_models/src/core/merger.py	275	CODE
LOW	tools/sync_models/src/core/merger.py	374	CODE
LOW	tools/sync_models/src/core/smoke.py	56	CODE
LOW	tools/sync_models/src/providers/base.py	35	CODE
LOW	tools/sync_models/src/providers/base.py	261	CODE
LOW	tools/sync_models/src/providers/base.py	544	CODE
LOW	test/testdata/tests/tasktest.py	441	CODE
LOW	test/testdata/tests/tasktest.py	471	CODE
LOW	nodes/test/test_contracts.py	88	CODE
LOW	nodes/test/test_contracts.py	132	CODE
LOW	nodes/test/test_dynamic.py	74	CODE
LOW	nodes/test/test_dynamic_full.py	51	CODE
LOW	nodes/test/tool_oura/test_tool_oura.py	737	CODE
LOW	nodes/test/framework/runner.py	245	CODE
LOW	nodes/test/framework/discovery.py	141	CODE
LOW	nodes/test/framework/pipeline.py	171	CODE
LOW	nodes/test/framework/expectations.py	201	CODE
LOW	nodes/test/framework/expectations.py	419	CODE
LOW	nodes/test/tool_gohighlevel/test_gohighlevel.py	1634	CODE
LOW	nodes/src/nodes/tool_n8n/IGlobal.py	107	CODE
LOW	nodes/src/nodes/tool_n8n/IInstance.py	440	CODE
LOW	nodes/src/nodes/tool_n8n/n8n_client.py	241	CODE
LOW	nodes/src/nodes/tool_n8n/n8n_client.py	303	CODE
LOW	nodes/src/nodes/tool_n8n/n8n_client.py	432	CODE
LOW	nodes/src/nodes/llm_perplexity/IGlobal.py	41	CODE
LOW	nodes/src/nodes/detect/IInstance.py	85	CODE
LOW	nodes/src/nodes/webhook/IEndpoint.py	52	CODE
LOW	nodes/src/nodes/thumbnail/IInstance.py	62	CODE
LOW	nodes/src/nodes/llm_baidu_qianfan/IGlobal.py	49	CODE
LOW	nodes/src/nodes/llm_baidu_qianfan/qianfan_client.py	69	CODE
LOW	nodes/src/nodes/llm_baidu_qianfan/qianfan_client.py	84	CODE
LOW	nodes/src/nodes/embedding_video/IInstance.py	77	CODE
LOW	nodes/src/nodes/embedding_video/IInstance.py	113	CODE
LOW	nodes/src/nodes/llm_mistral/IGlobal.py	42	CODE
LOW	nodes/src/nodes/caption/IInstance.py	59	CODE
LOW	nodes/src/nodes/llm_xai/IGlobal.py	38	CODE
LOW	nodes/src/nodes/llm_xai/IGlobal.py	149	CODE
LOW	nodes/src/nodes/store_weaviate/IGlobal.py	52	CODE
LOW	nodes/src/nodes/tool_exa_search/IInstance.py	210	CODE
LOW	nodes/src/nodes/response/IInstance.py	91	CODE
LOW	nodes/src/nodes/response/IInstance.py	215	CODE
LOW	nodes/src/nodes/response/IInstance.py	98	CODE
LOW	nodes/src/nodes/rocketride_vector/IGlobal.py	80	CODE
LOW	nodes/src/nodes/rocketride_vector/rocketride_vector.py	294	CODE
LOW	nodes/src/nodes/rocketride_graph/IGlobal.py	203	CODE
LOW	nodes/src/nodes/rocketride_graph/IGlobal.py	248	CODE
LOW	nodes/src/nodes/ner/IInstance.py	70	CODE
LOW	nodes/src/nodes/llm_anthropic/IGlobal.py	36	CODE
LOW	nodes/src/nodes/landing_ai/parse/IInstance.py	64	CODE
LOW	nodes/src/nodes/llm_openai/IGlobal.py	34	CODE
LOW	nodes/src/nodes/llm_openai/openai_client.py	81	CODE
LOW	nodes/src/nodes/llm_openai/openai_client.py	96	CODE
303 more matches not shown…

Magic Placeholder Names60 hits · 305 pts

Severity	File	Line	Snippet	Context
HIGH	nodes/src/nodes/llm_gemini/gemini.py	71	>>> chat = Chat(provider='gemini', connConfig={'apikey': 'your-api-key'}, bag={})	STRING
HIGH	docs/README-mcp-client.md	83	"ROCKETRIDE_AUTH": "your-api-key"	CODE
HIGH	docs/README-mcp-client.md	101	"ROCKETRIDE_AUTH": "your-api-key"	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	57	ROCKETRIDE_APIKEY=your-api-key-here	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	78	client = RocketRideClient(uri='https://api.rocketride.ai', auth='your-api-key')	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	88	ROCKETRIDE_APIKEY=your-api-key	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	269	auth='your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	291	client = RocketRideClient(uri='https://api.rocketride.ai', auth='your-api-key')	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	332	client = RocketRideClient(auth='your-api-key', on_event=handle_events)	CODE
HIGH	docs/agents/ROCKETRIDE_python_API.md	1018	auth='your_api_key',	CODE
HIGH	docs/agents/ROCKETRIDE_PIPELINE_RULES.md	353	ROCKETRIDE_APIKEY=your-api-key	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	70	ROCKETRIDE_APIKEY=your-api-key-here	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	92	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	104	ROCKETRIDE_APIKEY=your-api-key	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	123	apiKey: '${ROCKETRIDE_APIKEY}', // Replaced with: your-api-key	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	206	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	238	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	274	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	305	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	335	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	416	await client.login('your-api-key'); // authenticate	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	926	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	952	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	987	auth: 'your-api-key',	CODE
HIGH	docs/agents/ROCKETRIDE_typescript_API.md	1070	await client.connect('your-api-key');	CODE
HIGH	packages/client-mcp/docs/index.md	93	export ROCKETRIDE_AUTH=your-api-key	CODE
HIGH	packages/client-mcp/docs/index.md	157	"ROCKETRIDE_AUTH": "your-api-key"	CODE
HIGH	packages/client-mcp/docs/index.md	175	"ROCKETRIDE_AUTH": "your-api-key"	CODE
HIGH	packages/shell/contract/versions/v0.d.ts	4500	* auth: 'your-api-key',	COMMENT
HIGH	packages/shell/contract/versions/v0.d.ts	4509	* ROCKETRIDE_APIKEY: 'your-api-key',	COMMENT
HIGH	packages/shell/contract/versions/v1.d.ts	4500	* auth: 'your-api-key',	COMMENT
HIGH	packages/shell/contract/versions/v1.d.ts	4509	* ROCKETRIDE_APIKEY: 'your-api-key',	COMMENT
HIGH⚡	packages/ai/src/ai/modules/task_http/task_data.py	462	-H "Authorization: Bearer your-api-key" \	CODE
HIGH⚡	packages/ai/src/ai/modules/task_http/task_data.py	472	-H "Authorization: Bearer your-api-key" \	CODE
HIGH⚡	packages/ai/src/ai/modules/task_http/task_data.py	479	-H "Authorization: Bearer your-api-key" \	CODE
HIGH	packages/client-typescript/contract/versions/v1.3.d.ts	4444	* auth: 'your-api-key',	COMMENT
HIGH	packages/client-typescript/contract/versions/v1.3.d.ts	4453	* ROCKETRIDE_APIKEY: 'your-api-key',	COMMENT
HIGH	…ages/client-typescript/docs/guide/methods/terminate.md	51	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	…ages/client-typescript/docs/guide/methods/terminate.md	66	const client = new RocketRideClient({ auth: 'your-api-key' });	CODE
HIGH	…kages/client-typescript/docs/guide/methods/validate.md	63	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	…kages/client-typescript/docs/guide/methods/validate.md	91	const client = new RocketRideClient({ auth: 'your-api-key' });	CODE
HIGH	packages/client-typescript/docs/guide/methods/use.md	83	async with RocketRideClient(uri='https://cloud.rocketride.ai', auth='your-api-key') as client:	CODE
HIGH	packages/client-typescript/docs/guide/methods/use.md	93	auth: 'your-api-key',	CODE
HIGH	packages/client-typescript/docs/guide/methods/use.md	153	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	…lient-typescript/docs/guide/methods/get-task-status.md	128	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	…lient-typescript/docs/guide/methods/get-task-status.md	140	const client = new RocketRideClient({ auth: 'your-api-key' });	CODE
HIGH	packages/client-typescript/docs/guide/methods/send.md	64	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	packages/client-typescript/docs/guide/methods/send.md	89	const client = new RocketRideClient({ auth: 'your-api-key' });	CODE
HIGH	packages/client-typescript/docs/guide/methods/send.md	166	async with RocketRideClient(auth='your-api-key') as client:	CODE
HIGH	packages/client-typescript/docs/guide/methods/send.md	209	client = RocketRideClient(auth='your-api-key', on_event=handle_events)	CODE
HIGH	packages/client-typescript/src/client/client.ts	443	* auth: 'your-api-key',	COMMENT
HIGH	packages/client-typescript/src/client/client.ts	452	* ROCKETRIDE_APIKEY: 'your-api-key',	COMMENT
HIGH	packages/client-python/src/rocketride/client.py	32	result = await client.connect("your_api_key")	STRING
HIGH	packages/client-python/src/rocketride/client.py	120	result = await client.connect("your_api_key") # returns ConnectResult	STRING
HIGH	packages/client-python/src/rocketride/__init__.py	43	result = await client.connect('your_api_key') # returns ConnectResult	STRING
HIGH	packages/client-python/src/rocketride/types/events.py	73	auth='your_api_key',	STRING
HIGH	packages/client-python/src/rocketride/types/client.py	48	'auth': 'your_api_key',	STRING
HIGH	packages/client-python/src/rocketride/types/__init__.py	50	'auth': 'your_api_key',	STRING
HIGH	packages/client-python/src/rocketride/mixins/events.py	46	client = RocketRideClient("ws://localhost:8080", "your_api_key", on_event=handle_upload_progress)	STRING
HIGH	…ages/client-python/src/rocketride/mixins/connection.py	38	result = await client.connect("your_api_key")	STRING

Modern Structural Boilerplate212 hits · 220 pts

Severity	File	Line	Snippet	Context
LOW	tools/contract_checks/src/contract_checks/extractor.py	370	def _set_binding(self, name: str, value: tuple[str, ast.Call]) -> None:	CODE
LOW⚡	nodes/test/framework/__init__.py	35	__all__ = [	CODE
LOW	nodes/src/nodes/db_mysql/__init__.py	37	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/tool_n8n/__init__.py	39	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_perplexity/__init__.py	37	__all__ = [	CODE
LOW⚡	nodes/src/nodes/detect/__init__.py	9	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/tool_oura/__init__.py	29	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/webhook/__init__.py	29	__all__ = [	CODE
LOW	nodes/src/nodes/thumbnail/__init__.py	29	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/tool_laserdata_memory/__init__.py	17	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/memory_internal/__init__.py	16	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_baidu_qianfan/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/embedding_video/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW⚡	nodes/src/nodes/caption/__init__.py	9	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/extract_facts/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_xai/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/llm_ollama/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/anomaly_detector/__init__.py	35	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/twelvelabs/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/store_weaviate/__init__.py	38	__all__ = [	CODE
LOW	nodes/src/nodes/guardrails/__init__.py	27	__all__ = [	CODE
LOW	nodes/src/nodes/tool_chartjs/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/tool_exa_search/__init__.py	29	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/response/__init__.py	35	__all__ = [	CODE
LOW	nodes/src/nodes/rocketride_vector/__init__.py	43	__all__ = [	CODE
LOW	nodes/src/nodes/rocketride_graph/__init__.py	38	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/ner/__init__.py	34	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_anthropic/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/vectorizer/__init__.py	27	__all__ = [	CODE
LOW⚡	nodes/src/nodes/landing_ai/parse/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW⚡	nodes/src/nodes/landing_ai/extract/__init__.py	11	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_openai/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/tool_mem0/__init__.py	17	__all__ = ['IGlobal', 'IInstance']	CODE
LOW⚡	nodes/src/nodes/agent_crewai/crewai_manager/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW⚡	nodes/src/nodes/agent_crewai/crewai_agent/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW⚡	…des/src/nodes/agent_crewai/crewai_subagent/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW	nodes/src/nodes/store_pinecone/__init__.py	43	__all__ = [	CODE
LOW	nodes/src/nodes/tool_http_request/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/detect_segment/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/db_hotdata/__init__.py	37	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/summarization/__init__.py	27	__all__ = [	CODE
LOW	nodes/src/nodes/agent_llamaindex/__init__.py	35	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/tool_cognee/__init__.py	16	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/llm_kimi/__init__.py	37	__all__ = [	CODE
LOW	nodes/src/nodes/store_postgres/__init__.py	43	__all__ = [	CODE
LOW	nodes/src/nodes/preprocessor_llm/__init__.py	27	__all__ = [	CODE
LOW	nodes/src/nodes/llm_vision_openai/__init__.py	35	__all__ = [	CODE
LOW	nodes/src/nodes/reducto/__init__.py	31	__all__ = ['IInstance', 'IGlobal', 'IEndpoint']	CODE
LOW	nodes/src/nodes/tool_v0/__init__.py	29	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/embedding_image/__init__.py	45	__all__ = [	CODE
LOW⚡	…c/nodes/agent_deepagent/deepagent_subagent/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW⚡	…/src/nodes/agent_deepagent/deepagent_agent/__init__.py	11	__all__ = ['IInstance', 'IGlobal']	CODE
LOW	nodes/src/nodes/ocr/__init__.py	38	__all__ = [	CODE
LOW	nodes/src/nodes/local_text_output/__init__.py	34	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/embedding_transformer/__init__.py	38	__all__ = [	CODE
LOW	nodes/src/nodes/store_astra/__init__.py	40	__all__ = [	CODE
LOW	nodes/src/nodes/audio_transcribe/__init__.py	27	__all__ = ['IGlobal', 'IInstance']	CODE
LOW	nodes/src/nodes/store_chroma/__init__.py	39	__all__ = [	CODE
LOW	nodes/src/nodes/autopipe/__init__.py	27	__all__ = [	CODE
LOW	nodes/src/nodes/tool_microsoft_365/onedrive/__init__.py	29	__all__ = ['IGlobal', 'IInstance']	CODE
152 more matches not shown…

Modern AI Meta-Vocabulary66 hits · 218 pts

Severity	File	Line	Snippet	Context
MEDIUM	nodes/test/test_tool_v0.py	135	# scaffolding; always remove them afterwards so they never leak either.	COMMENT
MEDIUM⚡	nodes/test/test_db_hotdata.py	1268	# during agentic testing: blocked on DELETE, it called load_data mode=replace	COMMENT
MEDIUM	nodes/test/test_db_arango.py	166	# suite) so the scaffold cleanup below restores them rather than dropping them.	COMMENT
MEDIUM⚡	nodes/test/tool_laserdata_memory/test_tools.py	42	# Import scaffolding: build FRESH stubs unconditionally. Never read the object	COMMENT
MEDIUM⚡	nodes/test/extract_facts/test_extract_facts.py	115	# (Pattern: guardrails/test_all.py:549-680.)	COMMENT
MEDIUM	nodes/test/guardrails/test_all.py	635	# Force reimport — clean out any cached guardrails modules	COMMENT
MEDIUM	nodes/test/guardrails/test_all.py	683	# Clean up guardrails modules	COMMENT
MEDIUM⚡	nodes/test/tool_mem0/test_tools.py	36	# Import scaffolding: build FRESH stubs unconditionally. Never read the object	COMMENT
MEDIUM⚡	nodes/test/tool_cognee/test_tools.py	54	# Composable import scaffolding (augments existing stubs, never clobbers)	COMMENT
MEDIUM⚡	nodes/test/tool_filesystem/test_read_size_cap.py	31	# Module-import scaffolding	COMMENT
MEDIUM⚡	nodes/test/tool_xtrace_memory/test_tools.py	32	# Import scaffolding: build FRESH stubs unconditionally. Never read the object	COMMENT
MEDIUM	nodes/test/tool_gohighlevel/test_tools.py	66	# Import scaffolding	COMMENT
MEDIUM	nodes/test/tool_gohighlevel/test_tools.py	135	# .IGlobal, .IInstance, .tool_groups, .tools.*) are removed along with the scaffold:	COMMENT
MEDIUM	nodes/src/nodes/embedding_video/IInstance.py	195	# as a correct RGB PIL image for the embedding model.	COMMENT
MEDIUM	nodes/src/nodes/llm_mistral/mistral.py	130	# Latest Small Models - Good for RAG	COMMENT
MEDIUM	nodes/src/nodes/guardrails/IGlobal.py	49	# Create the guardrails engine	COMMENT
MEDIUM	nodes/src/nodes/guardrails/IInstance.py	70	# Run input guardrails	COMMENT
MEDIUM	nodes/src/nodes/guardrails/IInstance.py	128	# Run output guardrails	COMMENT
MEDIUM	nodes/src/nodes/guardrails/README.md	1	# guardrails	COMMENT
MEDIUM	nodes/src/nodes/guardrails/README.md	115	[<svg viewBox="0 0 16 16" width="15" height="15" fill="currentColor" aria-hidden="true" style="vertical-align:-0.15em;ma	CODE
MEDIUM⚡	nodes/src/nodes/guardrails/guardrails_engine.py	221	# Input guardrails	COMMENT
MEDIUM⚡	nodes/src/nodes/guardrails/guardrails_engine.py	362	# Output guardrails	COMMENT
MEDIUM	nodes/src/nodes/guardrails/guardrails_engine.py	108	# Stop words excluded from hallucination grounding checks	COMMENT
MEDIUM	nodes/src/nodes/guardrails/guardrails_engine.py	613	# Input guardrails	COMMENT
MEDIUM	nodes/src/nodes/guardrails/guardrails_engine.py	635	# Output guardrails	COMMENT
MEDIUM	nodes/src/nodes/landing_ai/doc.md	60	per page). See https://landing.ai/pricing-agentic-apis.	CODE
MEDIUM	nodes/src/nodes/tool_http_request/IInstance.py	153	# Validate guardrails from config	COMMENT
MEDIUM⚡	nodes/src/nodes/agent_llamaindex/llamaindex.py	115	# Unparseable output means the model answered directly; strip scaffolding.	COMMENT
MEDIUM	…src/nodes/embedding_transformer/sentenceTransformer.py	160	# Save the embedding model and vectors as a list	COMMENT
MEDIUM	nodes/src/nodes/store_atlas/atlas.py	241	# Validate embedding model matches collection	COMMENT
MEDIUM	nodes/src/nodes/tool_filesystem/IInstance.py	65	# defaults to 100 MB, which can blow the agent's context window or OOM the	COMMENT
MEDIUM	nodes/src/nodes/tool_mcp_client/requirements.txt	1	# Step 1 scaffolding: no external dependencies required yet.	COMMENT
MEDIUM	nodes/src/nodes/llm_minimax/minimax.py	35	# MiniMax M2-series models return chain-of-thought wrapped in <think>...</think>	COMMENT
MEDIUM	nodes/src/nodes/anonymize/anonymize.py	28	# Default PII labels for zero-shot detection when the user has not configured	COMMENT
MEDIUM⚡	nodes/src/nodes/agent_rocketride/planner.py	334	# - "Remove peek results": keeps the context window lean by evicting	COMMENT
MEDIUM⚡	nodes/src/nodes/agent_rocketride/planner.py	407	# thing in the LLM's context window when it generates its response.	COMMENT
MEDIUM	nodes/src/nodes/llamaparse/IGlobal.py	193	# Set LVM model for agentic modes if provided	COMMENT
MEDIUM	docs/README-engine.md	273	└── CMakeLists.txt # Build orchestration	CODE
MEDIUM	docs/agents/ROCKETRIDE_README.md	7	### Document Intelligence & RAG Systems	COMMENT
MEDIUM	docs/agents/ROCKETRIDE_PIPELINE_RULES.md	576	### Pattern 1: Chat/Q&A System (RAG)	COMMENT
MEDIUM	docs/agents/ROCKETRIDE_PIPELINE_RULES.md	586	### Pattern 2: Simple Chat (No RAG)	COMMENT
MEDIUM	docs/agents/ROCKETRIDE_PIPELINE_RULES.md	669	### Pattern 9: Advanced RAG with Summaries	COMMENT
MEDIUM	docs/agents/ROCKETRIDE_PIPELINE_RULES.md	767	### Complete RAG Pipeline	COMMENT
MEDIUM⚡	packages/server/CMakeLists.txt	6	# It orchestrates the build of all C++ components including the core library,	COMMENT
MEDIUM	packages/docs/content-static/integrations/anthropic.md	102	## Minimal pipeline: RAG with Anthropic	COMMENT
MEDIUM	packages/docs/content-static/integrations/qdrant.md	107	## Full RAG pipeline example	COMMENT
MEDIUM	packages/docs/content-static/examples/rag-pipeline.md	6	# RAG Pipeline	COMMENT
MEDIUM	packages/ai/tests/ai/common/test_llm_token_metrics.py	338	# An agentic turn calls the model repeatedly; the Trace shows the turn total AND	COMMENT
MEDIUM⚡	packages/ai/tests/ai/common/utils/test_tool_args.py	368	# No truthy coercion: 1/0 are common LLM hallucinations of bool but	COMMENT
MEDIUM⚡	packages/ai/tests/ai/common/utils/test_tool_args.py	376	# "true"/"false"/"yes"/"1" strings from an LLM are hallucinations.	COMMENT
MEDIUM⚡	packages/ai/tests/ai/common/utils/test_tool_args.py	599	# No truthy coercion: 1/0 are common LLM hallucinations of bool but	COMMENT
MEDIUM⚡	packages/ai/tests/ai/common/utils/test_tool_args.py	607	# Same rationale — "true"/"false" strings are LLM hallucinations.	COMMENT
MEDIUM⚡	packages/ai/tests/ai/common/utils/test_config_utils.py	109	# The strict side: 'true' from an LLM is almost always a hallucination.	COMMENT
MEDIUM	packages/ai/tests/ai/modules/mcp/conftest.py	49	# scaffold	COMMENT
MEDIUM	packages/ai/src/ai/common/agent/agent.py	181	# of a pipeline, so it serves no purpose as run scaffolding.	COMMENT
MEDIUM⚡	packages/ai/src/ai/common/agent/_internal/host.py	275	# AgentContext is the per-call run scaffolding object passed to every	COMMENT
MEDIUM	packages/ai/src/ai/common/models/__init__.py	27	# GLiNER models (zero-shot NER)	COMMENT
MEDIUM⚡	packages/ai/src/ai/common/store/document_store.py	513	# Assign the same embedding model but use a zeroed-out vector	COMMENT
MEDIUM	packages/ai/src/ai/common/store/document_store.py	487	# Use the first document as a reference for embedding model and vector size	COMMENT
MEDIUM	packages/ai/src/ai/common/store/document_store.py	491	# Validate that all documents have the same embedding model and vector size	COMMENT
6 more matches not shown…

Redundant / Tautological Comments95 hits · 142 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/sync_models/src/providers/base.py	613	# Check if field repairs are needed even when no profiles changed	COMMENT
LOW	nodes/test/framework/discovery.py	160	# Check if it's not inside a string (simple heuristic: before any quote)	COMMENT
LOW	nodes/src/nodes/llm_perplexity/perplexity.py	226	# Check if we should retry	COMMENT
LOW	nodes/src/nodes/embedding_video/IInstance.py	175	# Check if we've gone past end time.	COMMENT
LOW	nodes/src/nodes/vectorizer/IInstance.py	104	# Add it to the list	COMMENT
LOW	nodes/src/nodes/vectorizer/IInstance.py	188	# Check if the object has is vectorize	COMMENT
LOW⚡	nodes/src/nodes/store_pinecone/IGlobal.py	106	# Check if collection exists and validate mode compatibility	COMMENT
LOW	nodes/src/nodes/preprocessor_llm/IInstance.py	162	# Check if adding this line would exceed the limit	STRING
LOW	nodes/src/nodes/preprocessor_llm/IInstance.py	355	# Check if adding this text would exceed either limit	STRING
LOW	nodes/src/nodes/reducto/IGlobal.py	54	# Check if config has nested structure	COMMENT
LOW	nodes/src/nodes/reducto/parser.py	56	# Check if config has nested structure	COMMENT
LOW	nodes/src/nodes/local_text_output/IGlobal.py	87	# Check if the path is valid	COMMENT
LOW	nodes/src/nodes/local_text_output/IInstance.py	82	# Check if output_path is valid	COMMENT
LOW	nodes/src/nodes/tool_git/git_repo.py	598	# Read file content from the same ref used for blame, not always HEAD.	COMMENT
LOW	nodes/src/nodes/store_atlas/atlas.py	177	# Check if vector search index already exists	COMMENT
LOW	nodes/src/nodes/preprocessor_code/IInstance.py	70	# Append it to the list	COMMENT
LOW	nodes/src/nodes/dictionary/IInstance.py	167	# Append it to the list of documents	COMMENT
LOW	nodes/src/nodes/preprocessor_langchain/IInstance.py	59	# Append it to the list	COMMENT
LOW	nodes/src/nodes/llamaparse/IGlobal.py	50	# Check if advanced configuration is enabled	COMMENT
LOW	nodes/src/nodes/llamaparse/IGlobal.py	144	# Check if advanced configuration is enabled	COMMENT
LOW	nodes/src/nodes/llamaparse/IGlobal.py	252	# Check if config has nested structure	COMMENT
LOW	nodes/src/nodes/llamaparse/IInstance.py	387	# Check if line looks like a table row (contains \|)	COMMENT
LOW	nodes/src/nodes/llamaparse/parser.py	65	# Check if config has nested structure	COMMENT
LOW	nodes/src/nodes/llamaparse/parser.py	171	# Check if parser has any project-related attributes	COMMENT
LOW	nodes/src/nodes/llamaparse/parser.py	207	# Check if there's structured data in metadata	COMMENT
LOW⚡	nodes/src/nodes/llamaparse/parser.py	414	# Check if we can still get a result	COMMENT
LOW	nodes/src/nodes/extract_data/IInstance.py	202	# Append it to the list of documents	STRING
LOW	…s/src/nodes/store_elasticsearch/elasticsearch_store.py	151	# Check if index already exists (shouldn't happen, but be safe)	COMMENT
LOW	nodes/src/nodes/memory_persistent/memory_store.py	400	# Check if meta key still exists (TTL may have expired it)	COMMENT
LOW	nodes/src/nodes/remote/base/IInstance.py	180	# Check if the remote pipeline completed the call and returned an error code.	COMMENT
LOW⚡	scripts/compiler-unix.sh	1046	# Check if build/wheel are available (via pip or apt)	COMMENT
LOW⚡	…ages/server/engine-lib/rocketlib-python/lib/depends.py	448	# Check if pip is available anyway (might have succeeded before error)	COMMENT
LOW⚡	…ages/server/engine-lib/rocketlib-python/lib/depends.py	453	# Check if pip got installed despite exception	COMMENT
LOW⚡	…ages/server/engine-lib/rocketlib-python/lib/depends.py	595	# Check if pywin32 is installed	COMMENT
LOW⚡	…ages/server/engine-lib/rocketlib-python/lib/depends.py	603	# Check if pywintypes is already importable (hack not needed)	COMMENT
LOW	…ages/server/engine-lib/rocketlib-python/lib/depends.py	793	# Check if rebuild is needed. The derived overrides cache is part of the	COMMENT
LOW⚡	packages/ai/tests/ai/account/test_store.py	48	# Write file	COMMENT
LOW⚡	packages/ai/tests/ai/account/test_store.py	51	# Read file	COMMENT
LOW⚡	packages/ai/tests/ai/account/test_store.py	1327	# Read files	COMMENT
LOW⚡	packages/ai/tests/ai/account/test_store.py	1345	# Read files concurrently	COMMENT
LOW	packages/ai/tests/ai/account/test_store.py	975	# Check if credentials file exists	COMMENT
LOW	packages/ai/tests/ai/account/test_store.py	987	# Check if it's from credentials file by examining the client	COMMENT
LOW	packages/ai/src/ai/web/server.py	87	# # Check if running on Windows	COMMENT
LOW	packages/ai/src/ai/web/server.py	848	# Append the callback to the list; /status iterates all registered callbacks	COMMENT
LOW	packages/ai/src/ai/common/config.py	150	# Check if default profile is deprecated	COMMENT
LOW	packages/ai/src/ai/common/config.py	187	# Check if profile is deprecated	COMMENT
LOW	packages/ai/src/ai/common/chat.py	292	# Check if error message contains retryable patterns	COMMENT
LOW	packages/ai/src/ai/common/chat.py	297	# Check if error type is retryable	COMMENT
LOW	packages/ai/src/ai/common/chat.py	446	# Check if the prompt is too long, leaving insufficient space for response	COMMENT
LOW	packages/ai/src/ai/common/chat.py	536	# Check if the total token usage suggests the response was truncated	COMMENT
LOW	packages/ai/src/ai/common/avi/reader.py	301	# Check if this is already started	COMMENT
LOW	packages/ai/src/ai/common/avi/frame.py	157	# Check if chunk fits inside the data buffer	COMMENT
LOW	packages/ai/src/ai/common/avi/frame.py	165	# Check if this is the IEND chunk (end of PNG)	COMMENT
LOW	packages/ai/src/ai/common/models/gpu_guard.py	126	# Check if this top-level package is in our blocked set	COMMENT
LOW	packages/ai/src/ai/common/models/gpu_guard.py	199	# Check if we are in model server mode	COMMENT
LOW	packages/ai/src/ai/common/models/base.py	399	# Check if we've exceeded total retry time	COMMENT
LOW	packages/ai/src/ai/common/models/base.py	515	# Check if the server returned an error in the response.	COMMENT
LOW	packages/ai/src/ai/common/models/gliner/gliner.py	361	# Check if we should proxy to server	COMMENT
LOW	packages/ai/src/ai/common/models/audio/whisper.py	658	# Check if we should proxy to server	COMMENT
LOW	…s/ai/src/ai/common/models/transformers/transformers.py	280	# Check if this is a pipeline	COMMENT
35 more matches not shown…

AI Slop Vocabulary29 hits · 88 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	nodes/test/test_vectordb_tool_mixin.py	47	# Stub harness	COMMENT
MEDIUM⚡	nodes/test/test_tool_deepl.py	130	# * Engine harness (``builder nodes:test``): the real ``requests`` is already	COMMENT
MEDIUM⚡	nodes/test/test_tool_deepl.py	136	# and all 8 error-path tests failed under the engine harness while passing	COMMENT
MEDIUM	nodes/test/test_tool_deepl.py	262	# The robust fix, immune to whatever any other file leaks AND leaking nothing of	COMMENT
MEDIUM	nodes/test/test_tool_v0.py	176	# Rebinding here makes the stubbing robust regardless of import order.	COMMENT
MEDIUM⚡	nodes/test/tool_filesystem/test_sink_naming.py	277	# IInstance sink harness (shared by test_sink_lanes.py)	COMMENT
MEDIUM	nodes/src/nodes/tool_n8n/IGlobal.py	76	# secrets here (the contract/test harness opens nodes in CONFIG mode).	COMMENT
MEDIUM	nodes/src/nodes/tool_git/IInstance.py	113	# validator below doesn't flag harness-injected metadata as	COMMENT
MEDIUM	nodes/src/nodes/tool_guild/IGlobal.py	73	# secrets here (the contract/test harness opens nodes in CONFIG mode).	COMMENT
MEDIUM	packages/server/engine-lib/test/store/container.cpp	234	// Absolutely minimal set	COMMENT
MEDIUM	packages/server/engine-lib/engLib/java/Jvm.hpp	332	/// Returns the JNI interface that the caller can utilize	COMMENT
MEDIUM	…lib/engLib/store/endpoints/filesys/base/win/render.cpp	383	// call a bunch of APIs to get the other stuff. Essentially, we are	COMMENT
MEDIUM	…ine-lib/engLib/store/endpoints/objstore/base/headers.h	26	// Inclues all of the AWS S3 sdk headers we utilize	COMMENT
MEDIUM	…rver/engine-lib/engLib/store/headers/virtualBuffer.hpp	34	/// to create a seamless set of data	COMMENT
MEDIUM	packages/server/engine-core/apLib/util/ConfigFile.hpp	134	// Alias our line list, we use a list so we can leverage their	COMMENT
MEDIUM	packages/server/engine-core/apLib/util/jsonForwards.h	119	// If defined, indicates that json may leverage CppTL library	COMMENT
MEDIUM	packages/server/engine-core/apLib/json/jsonCpp.h	126	// If defined, indicates that json may leverage CppTL library	COMMENT
LOW	packages/ai/src/ai/web/middleware.py	19	# If this is a public endpoint, just call it	COMMENT
MEDIUM	packages/ai/src/ai/common/graph/age/capabilities.py	116	# are real 1.5.0 grammar gaps, not harness artifacts. ---	COMMENT
MEDIUM	packages/ai/src/ai/common/dap/transport_stdio.py	603	# Parse comprehensive statistics: '>CNTtotal_sizetotal_countcompleted_size...'	COMMENT
LOW	packages/ai/src/ai/account/store_providers/s3/s3.py	297	# we just create the file without the IfMatch condition	COMMENT
LOW	packages/ai/src/ai/modules/task/task_server.py	1327	# then all is ok, just use the existing task	COMMENT
MEDIUM	packages/ai/src/ai/modules/task/commands/cmd_debug.py	125	# Respond to the initialize request with comprehensive debugging capabilities	COMMENT
MEDIUM	…ges/client-python/tests/test_drain_cycle_regression.py	78	# itself wedge — making the test hang at the harness-level timeout instead	COMMENT
MEDIUM	packages/client-python/tests/RocketRideClient_test.py	1752	# Set up comprehensive event monitoring	COMMENT
MEDIUM	packages/client-python/src/rocketride/types/events.py	177	# Convenience combination - ALL events except NONE for comprehensive monitoring	COMMENT
MEDIUM	…es/client-python/src/rocketride/cli/monitors/upload.py	240	# Build comprehensive results display	COMMENT
MEDIUM	apps/dropper-ui/src/App.tsx	119	// CRITICAL: Absolutely do not render anything until ready	COMMENT
MEDIUM	apps/chat-ui/src/App.tsx	167	// CRITICAL: Absolutely do not render anything until ready	COMMENT

Cross-Language Confusion16 hits · 86 pts

Severity	File	Line	Snippet	Context
HIGH⚡	nodes/test/agent_crewai/test_tool_schema.py	213	`anyOf: [{type: X}, {type: null}]`, which is equally informative.	STRING
HIGH⚡	nodes/test/store_milvus/test_filter_injection.py	94	payload = "%' \|\| 1==1 \|\| content like '%"	CODE
HIGH	nodes/src/nodes/tool_n8n/IInstance.py	131	(object/array/string/null).	STRING
HIGH⚡	nodes/src/nodes/tool_git/IInstance.py	569	return self.IGlobal.repo.push(	CODE
HIGH⚡	nodes/src/nodes/tool_git/git_repo.py	979	rem.push([refspec], **kwargs)	CODE
HIGH	nodes/src/nodes/tool_gohighlevel/tools/_base.py	204	'and leave this null, so null means unknown rather than zero.'	CODE
HIGH	nodes/src/nodes/tool_daytona/IInstance.py	142	'description': 'Shell command to execute in the sandbox, e.g. "pip install requests && python app.py	CODE
HIGH	packages/ai/src/ai/web/endpoints/vscode_oauth_bounce.py	79	if (v !== null) out.set(k, v);	CODE
HIGH	packages/ai/src/ai/web/endpoints/vscode_oauth_bounce.py	81	var q = out.toString();	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	87	return self.toString()	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	90	return self.toString()	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	158	return self.toString()	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	161	return self.toString()	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	210	return self.toString()	CODE
HIGH	packages/ai/src/ai/common/graph/age/_agtype/models.py	213	return self.toString()	CODE
HIGH	packages/ai/src/ai/modules/task/run_log.py	564	# DANGLING chapter (endTime null): a killed/crashed run never wrote	COMMENT

Fake / Example Data29 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW	nodes/src/nodes/llm_ollama/README.md	9	Internally, the node talks to Ollama through its OpenAI-compatible `/v1` endpoint using langchain-openai (`ChatO	CODE
LOW	nodes/src/nodes/llm_ollama/ollama.py	56	apikey = config.get('apikey', 'dummy-key')	CODE
LOW	nodes/src/nodes/llm_kimi/README.md	56	If no API key is configured (typical for self-hosted OpenAI-compatible endpoints), a placeholder key (`sk-local-dummy-ke	CODE
LOW	nodes/src/nodes/llm_kimi/kimi.py	61	apikey = config.get('apikey') or 'sk-local-dummy-key'	CODE
LOW	nodes/src/nodes/llm_deepseek/README.md	48	(`sk-local-dummy-key`) internally because the OpenAI client requires a non-empty value.	CODE
LOW	nodes/src/nodes/llm_deepseek/deepseek.py	61	apikey = config.get('apikey') or 'sk-local-dummy-key'	CODE
LOW	nodes/src/nodes/llm_minimax/minimax.py	70	apikey = config.get('apikey') or 'sk-local-dummy-key'	CODE
LOW	nodes/src/nodes/llm_minimax/minimax.py	74	if 'api.minimax' in serverbase and apikey == 'sk-local-dummy-key':	CODE
LOW	nodes/src/nodes/llm_minimax/README.md	77	Local profiles (vLLM / SGLang / MLX / Ollama) have no `apikey` field; local OpenAI-compatible servers accept any token,	CODE
LOW	nodes/src/nodes/tool_gohighlevel/tools/custom_fields.py	64	'placeholder',	CODE
LOW	nodes/src/nodes/tool_gohighlevel/tools/custom_fields.py	96	'placeholder': STR('Placeholder text shown in the empty input.'),	CODE
LOW	docs/agents/ROCKETRIDE_python_API.md	849	question.addExample('Find contacts', {'emails': ['john@company.com'], 'phones': ['555-1234']})	CODE
LOW	docs/agents/ROCKETRIDE_typescript_API.md	794	question.addExample('Find contacts', { emails: ['john@company.com'], phones: ['555-1234'] });	CODE
LOW	packages/server/engine-lib/test/store/tests/hash.cpp	33	auto text = "Lorem ipsum"_tv;	CODE
LOW	packages/server/engine-lib/test/store/tests/hash.cpp	40	// 4c6f72656d20697073756d Lorem ipsum	COMMENT
LOW	packages/server/engine-lib/test/store/tests/hash.cpp	64	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "_tv,	CODE
LOW	packages/server/engine-lib/test/store/tests/hash.cpp	64	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "_tv,	CODE
LOW	packages/server/engine-lib/test/store/tests/hash.cpp	76	// 4c6f72656d20697073756d20646f6c6f Lorem ipsum dolo	COMMENT
LOW⚡	packages/server/engine-lib/test/store/tests/hash.cpp	138	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "_tv,	CODE
LOW⚡	packages/server/engine-lib/test/store/tests/hash.cpp	138	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "_tv,	CODE
LOW⚡	packages/server/engine-lib/test/store/tests/hash.cpp	146	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "	CODE
LOW⚡	packages/server/engine-lib/test/store/tests/hash.cpp	146	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, "	CODE
LOW⚡	…ges/ai/tests/ai/modules/task/commands/test_cmd_misc.py	740	org = {'id': 'org-1', 'name': 'Acme Corp', 'permissions': [], 'teams': []}	CODE
LOW⚡	…ges/ai/tests/ai/modules/task/commands/test_cmd_misc.py	750	assert row['orgName'] == 'Acme Corp'	CODE
LOW	packages/client-python/src/rocketride/mixins/chat.py	48	question.addExample("Find contacts", {"emails": ["john@company.com"], "phones": ["555-1234"]})	STRING
LOW	…src/modules/appdev/gallery/entries/chat-view.entry.tsx	58	{ name: 'placeholder', type: 'string', dir: 'in', note: 'Input placeholder when idle. Defaults to "Ask anything...".'	CODE
LOW	…/modules/appdev/gallery/entries/filter-strip.entry.tsx	98	{ name: 'placeholder', type: 'string', dir: 'in', note: 'Placeholder for text / typeahead inputs.' },	CODE
LOW	…c/modules/appdev/gallery/entries/input-field.entry.tsx	64	{ id: 'placeholder', label: 'Placeholder', kind: 'text', defaultValue: 'Pipeline name' },	CODE
LOW	apps/aparavi-ui/package.json	27	"placeholder": "https://app.aparavi.com",	CODE

AI Structural Patterns19 hits · 15 pts

Severity	File	Line	Context
LOW	tools/sync_models/src/core/merger.py	374	CODE
LOW	nodes/test/tool_filesystem/test_sink_naming.py	353	CODE
LOW	nodes/src/nodes/tool_filesystem/IInstance.py	209	CODE
LOW	nodes/src/nodes/tool_gohighlevel/gohighlevel_client.py	585	CODE
LOW	…s/src/nodes/store_elasticsearch/elasticsearch_store.py	768	CODE
LOW	…des/src/nodes/store_elasticsearch/opensearch_client.py	281	CODE
LOW	nodes/src/nodes/remote/base/IInstance.py	262	CODE
LOW	…kages/server/engine-lib/rocketlib-python/lib/msauth.py	135	CODE
LOW	packages/ai/tests/ai/account/test_store_auth.py	60	CODE
LOW	packages/ai/tests/ai/modules/mcp/conftest.py	57	CODE
LOW	packages/ai/src/ai/common/utils/http_retry.py	36	CODE
LOW	packages/ai/src/ai/common/models/audio/whisper.py	176	CODE
LOW	packages/ai/src/ai/modules/task/task_metrics.py	55	CODE
LOW	packages/ai/src/ai/modules/task/task_server.py	1110	CODE
LOW	packages/ai/src/ai/modules/task/run_log.py	1382	CODE
LOW	packages/ai/src/ai/modules/task/task_engine.py	262	CODE
LOW	packages/client-python/src/rocketride/billing.py	335	CODE
LOW	packages/client-python/src/rocketride/log.py	120	CODE
LOW	…kages/client-python/src/rocketride/mixins/execution.py	93	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/ai/tests/ai/account/test_store.py	508	from azure.core.exceptions import ResourceExistsError	CODE

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…onents/pipeline-actions/endpointIntegrationExamples.ts	93	print(r.text)`,	CODE

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/ai/tests/ai/common/test_llm_token_metrics.py	185		CODE
MEDIUM	packages/ai/tests/ai/common/test_llm_token_metrics.py	205		CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	docker/docker-compose.yml	7	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings