AI Slop Code RIsk Monitor

openai/plugins

OpenAI Plugins

5.7 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for openai/plugins, a JavaScript project with 7,378 GitHub stars. SynthScan examined 762,648 lines of code across 4866 source files, recording 3059 pattern matches distributed across 23 syntactic categories. The legacy adjusted pattern signal is 5.7 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.7
Adjusted Signal
5.7
Raw Pattern Score
100%
Time Factor
2026-10-08
Last Push
7.4K
Stars
JavaScript
Language
762.6K
Lines of Code
4.9K
Files
3.1K
Pattern Hits
2026-10-12
Scan Date
0.02
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 14.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2010 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.1/100 · LOW

Are imports declared and package/API names verified? 513 finding(s).

Agent Over-Engineering Ratio 12.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1553 finding(s).

PR Review Velocity Impact 24.0/100 · LOW

Which changes need focused human review? 3059 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 20HIGH 98MEDIUM 225LOW 2716

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 3059 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Structural Annotation Overuse590 hits · 992 pts
SeverityFileLineSnippetContext
LOWplugins/hyperframes/skills/hyperframes/SKILL.md94// Step 3: Animate INTO those positionsCOMMENT
LOWplugins/hyperframes/skills/hyperframes/SKILL.md99// Step 4: Animate OUT from those positionsCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md21## Step 1: Capture & UnderstandCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md31## Step 2: Write DESIGN.mdCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md41## Step 3: Write SCRIPTCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md51## Step 4: Write STORYBOARDCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md61## Step 5: Generate VO + Map TimingCOMMENT
LOW⚡…ins/hyperframes/skills/website-to-hyperframes/SKILL.md71## Step 6: Build CompositionsCOMMENT
LOW…ins/hyperframes/skills/website-to-hyperframes/SKILL.md82## Step 7: Validate & DeliverCOMMENT
LOW…lls/website-to-hyperframes/references/step-3-script.md1# Step 3: Write the Narration ScriptCOMMENT
LOW…website-to-hyperframes/references/step-4-storyboard.md1# Step 4: Write the StoryboardCOMMENT
LOW…s/website-to-hyperframes/references/step-7-validate.md1# Step 7: Validate & DeliverCOMMENT
LOW…ills/website-to-hyperframes/references/step-6-build.md1# Step 6: Build CompositionsCOMMENT
LOW…ls/website-to-hyperframes/references/step-1-capture.md1# Step 1: Capture & UnderstandCOMMENT
LOW…/skills/website-to-hyperframes/references/step-5-vo.md1# Step 5: Generate VO + Map TimingCOMMENT
LOW…lls/website-to-hyperframes/references/step-2-design.md1# Step 2: Write DESIGN.mdCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md117## Step 1: Write Worker codeCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md255## Step 2: Deploy Lambda functionCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md464## Step 3: Configure IAM for Temporal invocationCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md468## Step 4: Create Worker Deployment VersionCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md547## Step 5: Set version as currentCOMMENT
LOW…lls/temporal-serverless/references/aws-lambda/setup.md569## Step 6: Verify deploymentCOMMENT
LOW…kills/temporal-serverless/references/aws-lambda/iam.md101## Step 3: Configure IAM for Temporal invocationCOMMENT
LOW…temporal-developer/references/typescript/versioning.md46#### Step 1: Patch in New CodeCOMMENT
LOW…temporal-developer/references/typescript/versioning.md64#### Step 2: Deprecate the PatchCOMMENT
LOW…temporal-developer/references/typescript/versioning.md80#### Step 3: Remove the PatchCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md190#### Step 1: Identify intent and backendCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md199#### Step 2: Execute and interpretCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md203#### Step 3: VerifyCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md212#### Step 1: Identify the symptomCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md221#### Step 2: Gather contextCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md230#### Step 3: Validate pasted SDK config (if any)COMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md236#### Step 4: Descend the ladderCOMMENT
LOW⚡plugins/temporal/skills/temporal-ops/SKILL.md246#### Step 5: Fix and verifyCOMMENT
LOW…ills/temporal-ops/references/triage/schedule-missed.md41### Step 1: List Schedules in the NamespaceCOMMENT
LOW…ills/temporal-ops/references/triage/schedule-missed.md49### Step 2: Describe each ScheduleCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md265### Step 1: List all users with access to the namespaceCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md273### Step 2: Inspect individual user permissionsCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md281### Step 3: List all user groupsCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md355### Step 4: Upload the combined bundle (replaces all existing CAs)COMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md365### Step 5: Roll out new end-entity certificates to Workers and ClientsCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md369### Step 6: Remove the old CA certificateCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md379### Step 7: Verify the namespace only has the new CACOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md603### Step 3: Configure your IdPCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md609### Step 4: Submit a support ticketCOMMENT
LOW⚡…temporal/skills/temporal-ops/references/ops/recipes.md617### Step 5: VerifyCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md12### Step 1: Create the namespaceCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md32### Step 2: Create a service account for WorkersCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md41### Step 3: Create an API key for the service accountCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md53### Step 4: Verify connectivityCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md152### Step 1: Count potentially stuck workflowsCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md161### Step 2: List the stuck workflowsCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md176### Step 3: Check worker health on the relevant Task QueueCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md187### Step 4: Inspect individual stuck workflowsCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md201### Step 5: Diagnose root causeCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md293### Step 4: List all service accountsCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md301### Step 5: List all API keysCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md316### Step 1: Generate a new CA certificateCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md328### Step 2: Generate new end-entity (leaf) certificatesCOMMENT
LOW…temporal/skills/temporal-ops/references/ops/recipes.md342### Step 3: Create a combined PEM bundle with old and new CA certificatesCOMMENT
530 more matches not shown…
Hyper-Verbose Identifiers1007 hits · 940 pts
SeverityFileLineSnippetContext
LOW…mporal-developer/references/python/workflow-streams.md242async def subscriber_acknowledged_terminator(self) -> None:CODE
LOW…skills/temporal-developer/references/python/testing.md107async def test_activity_failure_handling():CODE
LOW…/temporal-developer/references/python/sync-vs-async.md104async def activity_with_blocking_call() -> str:CODE
LOW…oral-developer/references/typescript/error-handling.md47export async function workflowWithErrorHandling(): Promise<string> {CODE
LOW…el/skills/microfrontends/references/troubleshooting.md74async function validateMiddlewareOnFlaggedPaths(CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py45 def test_site_clustering_merges_transitive_bridges_in_any_order(self) -> None:CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py53 def test_explicit_binder_chain_excludes_other_target_chains(self) -> None:CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py57 def test_single_non_target_chain_is_inferred(self) -> None:CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py61 def test_ambiguous_binder_chains_fail_closed(self) -> None:CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py66 def test_target_chain_cannot_be_selected_as_binder(self) -> None:CODE
LOW⚡plugins/boltz-api-cli/tests/test_scan_sites.py71 def test_missing_binder_chain_is_rejected(self) -> None:CODE
LOWplugins/data-analytics/tests/test_app_dependencies.py8def test_data_analytics_declares_no_required_apps() -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py39 def test_preflight_is_stateless_and_has_no_setup_obligation(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py70 def test_request_modes_do_not_create_setup_or_user_context_state(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py88 def test_suppression_helper_records_and_preflight_surfaces_exact_plugin_id(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py112 def test_suppression_helper_replaces_duplicate_plugin_ids(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py138 def test_preflight_tolerates_invalid_suppression_file(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py150 def test_source_category_config_is_exposed_without_readiness_claims(self) -> None:CODE
LOW⚡…skills/create-data-context/tests/test_state_helpers.py161 def test_source_category_config_documents_preferred_plugins_as_hints(self) -> None:CODE
LOW⚡…skills/create-data-context/tests/test_state_helpers.py169 def test_deleted_stateful_helpers_are_absent(self) -> None:CODE
LOW⚡…skills/create-data-context/tests/test_state_helpers.py178 def test_contract_text_keeps_setup_optional(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py196 def test_focused_skills_do_not_restore_preflight_or_repeated_context(self) -> None:CODE
LOW…skills/create-data-context/tests/test_state_helpers.py223 def test_connector_playbook_treats_authenticated_cli_as_valid_existing_access(self) -> None:CODE
LOW…reate-data-context/scripts/data_analytics_preflight.py42def read_source_category_config() -> dict[str, Any]:CODE
LOW…reate-data-context/scripts/data_analytics_preflight.py66def read_plugin_install_suppressions(args: argparse.Namespace) -> dict[str, Any]:CODE
LOW…-to-google-doc/scripts/tests/test_portable_fallback.py116 def test_parser_preserves_metric_grid_and_labeled_chart_data(self) -> None:STRING
LOW…-to-google-doc/scripts/tests/test_portable_fallback.py157 def test_preflight_and_docx_keep_portable_structures(self) -> None:STRING
LOW…-to-google-doc/scripts/tests/test_portable_fallback.py203 def test_legacy_source_tooltip_remains_a_provenance_fallback(self) -> None:STRING
LOW…google-doc/scripts/report_to_google_doc/html_parser.py56def direct_children_with_class(node: Tag, class_name: str) -> list[Tag]:CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py77def table_first_column_is_bold(raw_html: str) -> bool:CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py143def text_without_portable_tooltip_descendants(node: Tag) -> str:CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py201def cell_text_styles_and_links(CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py271def panel_has_only_heading_and_table(panel: Tag) -> bool:CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py293def two_col_can_render_as_table_grid(node: Tag) -> bool:CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py478def portable_chart_source_note(node: Tag) -> str:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py90def render_simple_svg_with_pillow(CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py112 def scaled_points_from_attribute(points_value: str) -> list[tuple[float, float]]:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py243def render_two_col_table_grid(chart: dict[str, Any], path: Path) -> None:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py351def png_is_blank_or_near_empty(candidate: Path) -> bool:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py522def render_single_chart_image(chart: dict[str, Any], out_dir: Path) -> None:CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py76def use_portable_bullet_glyphs(document: Any) -> None:CODE
LOW…-to-google-doc/scripts/report_to_google_doc/quality.py36def is_expected_svg_mark_color(color: str) -> bool:CODE
LOW…-to-google-doc/scripts/report_to_google_doc/quality.py91def count_expected_color_hits(CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py247def section_items_by_candidates(report: Report, candidates: list[str]) -> list[str]:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py254def section_title_by_candidates(report: Report, candidates: list[str], fallback: str) -> str:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py374def portable_source_provenance(node: Tag) -> tuple[str, str]:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py494def portable_visual_header_parts(container: Tag) -> tuple[str, str]:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py586def looks_like_chart_title_candidate(text: str) -> bool:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py911def add_embedded_png_chart_item(CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py949def add_portable_chart_summary(CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py990def parse_sections_and_charts(CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1590def render_embedded_png_chart(chart: ChartItem, out_dir: Path) -> tuple[Path | None, dict[str, Any]]:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1621def render_portable_chart_summary(CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py2586def source_bullets_with_links(report: Report) -> tuple[list[str], list[str | None]]:CODE
LOW⚡plugins/data-analytics/src/mcp-host.js26function hasDismissedInitialDisplayMode(name, mode) {CODE
LOW⚡plugins/data-analytics/src/mcp-host.js34function rememberDismissedInitialDisplayMode(name, mode) {CODE
LOW⚡plugins/data-analytics/src/mcp-host.js42function clearDismissedInitialDisplayMode(name, mode) {CODE
LOWplugins/data-analytics/src/mcp-host.js63function normalizeDisplayModeRequest(request) {CODE
LOWplugins/data-analytics/src/mcp-host.js73async function requestInitialDisplayMode(app, name, mode) {CODE
LOWplugins/data-analytics/src/mcp-host.js88function installHostCompatibilityShim(app, name) {CODE
947 more matches not shown…
Unused Imports391 hits · 386 pts
SeverityFileLineSnippetContext
LOW…ggsfield/skills/subtitles/scripts/audio_to_captions.py9CODE
LOWplugins/boltz-api-cli/tests/test_scan_sites.py1CODE
LOW…skills/create-data-context/tests/test_state_helpers.py4CODE
LOW…a-context/scripts/record_plugin_install_suppression.py4CODE
LOW…reate-data-context/scripts/data_analytics_preflight.py11CODE
LOW…data-context/scripts/validate_data_context_contract.py4CODE
LOW…ort-to-google-doc/scripts/report_to_google_doc_plan.py4CODE
LOW…-to-google-doc/scripts/tests/test_portable_fallback.py1CODE
LOW…ort-to-google-doc/scripts/report_to_google_doc/plan.py1CODE
LOW…google-doc/scripts/report_to_google_doc/table_utils.py1CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py1CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py1CODE
LOW…o-google-doc/scripts/report_to_google_doc/constants.py1CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py1CODE
LOW…rt-to-google-doc/scripts/report_to_google_doc/model.py1CODE
LOW…port-to-google-doc/scripts/report_to_google_doc/cli.py14CODE
LOW…rt-to-google-doc/scripts/report_to_google_doc/utils.py1CODE
LOW…-to-google-doc/scripts/report_to_google_doc/quality.py1CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py9CODE
LOW…analytics/src/analytics-app/scripts/design_contract.py4CODE
LOW…ytics-app/scripts/check_analytics_app_runtime_links.py4CODE
LOW…-analytics/src/analytics-app/scripts/chart_contract.py4CODE
LOW…a-analytics/src/analytics-app/scripts/package_utils.py4CODE
LOW…/skills/gnomad-graphql-skill/scripts/gnomad_graphql.py4CODE
LOW…h/skills/proteomexchange-skill/scripts/rest_request.py4CODE
LOW…arch/skills/gwas-catalog-skill/scripts/rest_request.py4CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py4CODE
LOW…nce-research/skills/rhea-skill/scripts/rest_request.py4CODE
LOW…rch/skills/ncbi-blast-skill/scripts/test_ncbi_blast.py4CODE
LOW…research/skills/ncbi-blast-skill/scripts/ncbi_blast.py9CODE
LOW…ence-research/skills/ipd-skill/scripts/rest_request.py4CODE
LOW…-research/skills/uniprot-skill/scripts/rest_request.py4CODE
LOW…e-research/skills/chembl-skill/scripts/rest_request.py4CODE
LOW…arch/skills/efo-ontology-skill/scripts/rest_request.py4CODE
LOW…-research/skills/ensembl-skill/scripts/rest_request.py4CODE
LOW…-research/skills/quickgo-skill/scripts/rest_request.py4CODE
LOW…iobankjapan-phewas-skill/scripts/variant_resolution.py1CODE
LOW…obankjapan-phewas-skill/scripts/biobankjapan_phewas.py13CODE
LOW…esearch/skills/alphafold-skill/scripts/rest_request.py4CODE
LOW…e-research/skills/bgee-skill/scripts/sparql_request.py4CODE
LOW…research/skills/pharmgkb-skill/scripts/rest_request.py4CODE
LOW…ce-research/skills/chebi-skill/scripts/rest_request.py4CODE
LOW…search/skills/cbioportal-skill/scripts/rest_request.py4CODE
LOW…e-research/skills/mgnify-skill/scripts/rest_request.py4CODE
LOW…-research/skills/biorxiv-skill/scripts/rest_request.py4CODE
LOW…e-research/skills/encode-skill/scripts/rest_request.py4CODE
LOW…arch/skills/metabolights-skill/scripts/rest_request.py4CODE
LOW…ch/skills/ncbi-datasets-skill/scripts/ncbi_datasets.py4CODE
LOW…bass-gene-burden-skill/scripts/genebass_gene_burden.py12CODE
LOW…ocus-to-gene-mapper-skill/scripts/map_locus_to_gene.py2CODE
LOW…esearch/skills/cellxgene-skill/scripts/rest_request.py4CODE
LOW…search/skills/rnacentral-skill/scripts/rest_request.py4CODE
LOW…entargets-skill/scripts/opentargets_disease_heatmap.py4CODE
LOW…kills/opentargets-skill/scripts/opentargets_graphql.py4CODE
LOW…search/skills/tpmi-phewas-skill/scripts/tpmi_phewas.py13CODE
LOW…skills/tpmi-phewas-skill/scripts/variant_resolution.py1CODE
LOW…/biostudies-arrayexpress-skill/scripts/rest_request.py4CODE
LOW…s/clinvar-variation-skill/scripts/clinvar_variation.py4CODE
LOW…inicaltables-skill/scripts/ncbi_gene_clinicaltables.py4CODE
LOW…esearch/skills/bindingdb-skill/scripts/rest_request.py4CODE
331 more matches not shown…
Excessive Try-Catch Wrapping334 hits · 370 pts
SeverityFileLineSnippetContext
LOW…ggsfield/skills/subtitles/scripts/audio_to_captions.py282 except Exception as error: # noqa: BLE001CODE
LOW…sfield/skills/subtitles/scripts/subtitle_paper_burn.py282 except Exception: return FalseCODE
LOW⚡…poral/skills/temporal-cloud-setup/scripts/provision.sh364except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh652except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh721except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1156except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1180except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1186except Exception:CODE
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1212except Exception:CODE
LOW…kills/temporal-developer/references/python/patterns.md246 except Exception as e:CODE
LOW…kills/temporal-developer/references/python/patterns.md253 except Exception as comp_err:CODE
LOW…developer/references/python/integrations/braintrust.md180except Exception as e:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py363 except Exception:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py382 except Exception:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py395 except Exception:CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py599 except Exception as exc:CODE
MEDIUM…o-google-doc/scripts/report_to_google_doc/rendering.py335def load_bar_chart_font() -> Any:CODE
LOW…-to-google-doc/scripts/report_to_google_doc/quality.py334 except Exception as exc:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py678 except Exception:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py689 except Exception:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1535 except Exception as cairosvg_error:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1551 except Exception as pillow_error:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1573 except Exception as exc:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1604 except Exception as exc:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1732 except Exception as exc:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py2290 except Exception as exc:CODE
LOW…/skills/gnomad-graphql-skill/scripts/gnomad_graphql.py139 except Exception as exc: # noqa: BLE001CODE
MEDIUM…/skills/gnomad-graphql-skill/scripts/gnomad_graphql.py136def main() -> int:CODE
LOW…h/skills/proteomexchange-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…h/skills/proteomexchange-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…arch/skills/gwas-catalog-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…arch/skills/gwas-catalog-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py358 except Exception as exc: # noqa: BLE001CODE
MEDIUM…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py355def main() -> int:CODE
LOW…nce-research/skills/rhea-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…nce-research/skills/rhea-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…research/skills/ncbi-blast-skill/scripts/ncbi_blast.py743 except Exception as exc: # noqa: BLE001CODE
MEDIUM…research/skills/ncbi-blast-skill/scripts/ncbi_blast.py740def main() -> int:CODE
LOW…ence-research/skills/ipd-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…ence-research/skills/ipd-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…-research/skills/uniprot-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…-research/skills/uniprot-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…e-research/skills/chembl-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…e-research/skills/chembl-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…arch/skills/efo-ontology-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…arch/skills/efo-ontology-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…-research/skills/ensembl-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…-research/skills/ensembl-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…-research/skills/quickgo-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…-research/skills/quickgo-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…iobankjapan-phewas-skill/scripts/variant_resolution.py210 except Exception as exc: # noqa: BLE001CODE
LOW…iobankjapan-phewas-skill/scripts/variant_resolution.py215 except Exception as exc: # noqa: BLE001CODE
LOW…iobankjapan-phewas-skill/scripts/variant_resolution.py245 except Exception as exc: # noqa: BLE001CODE
LOW…obankjapan-phewas-skill/scripts/biobankjapan_phewas.py120 except Exception as exc: # noqa: BLE001CODE
LOW…esearch/skills/alphafold-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…esearch/skills/alphafold-skill/scripts/rest_request.py273def main() -> int:CODE
LOW…e-research/skills/bgee-skill/scripts/sparql_request.py185 except Exception as exc: # noqa: BLE001CODE
MEDIUM…e-research/skills/bgee-skill/scripts/sparql_request.py182def main() -> int:CODE
LOW…research/skills/pharmgkb-skill/scripts/rest_request.py276 except Exception as exc: # noqa: BLE001CODE
MEDIUM…research/skills/pharmgkb-skill/scripts/rest_request.py273def main() -> int:CODE
274 more matches not shown…
Decorative Section Separators121 hits · 354 pts
SeverityFileLineSnippetContext
MEDIUM…/hyperframes/skills/gsap/scripts/extract-audio-data.py25# ---------------------------------------------------------------------------COMMENT
MEDIUM…/hyperframes/skills/gsap/scripts/extract-audio-data.py35# ---------------------------------------------------------------------------COMMENT
MEDIUM⚡…poral/skills/temporal-cloud-setup/scripts/provision.sh371# =============================================================================COMMENT
MEDIUM⚡…poral/skills/temporal-cloud-setup/scripts/provision.sh373# =============================================================================COMMENT
MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh5# ===========================================================================COMMENT
MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh11# ===========================================================================COMMENT
MEDIUM⚡…g/components/inference-nim-operator/scripts/install.sh18# ── Preflight ─────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡…g/components/inference-nim-operator/scripts/install.sh21# ── 1. Verify GPUs ───────────────────────────────────────────────────────────COMMENT
MEDIUM⚡…g/components/inference-nim-operator/scripts/install.sh25# ── 2. Add Helm repo ─────────────────────────────────────────────────────────COMMENT
MEDIUM⚡…g/components/inference-nim-operator/scripts/install.sh30# ── 3. Create namespace ──────────────────────────────────────────────────────COMMENT
MEDIUM⚡…g/components/inference-nim-operator/scripts/install.sh34# ── 4. Create NGC pull secret (if NGC_API_KEY is set) ────────────────────────COMMENT
MEDIUM…g/components/inference-nim-operator/scripts/install.sh47# ── 5. Install NIM Operator ──────────────────────────────────────────────────COMMENT
MEDIUM…g/components/inference-nim-operator/scripts/install.sh54# ── 6. Deploy NIMService instances ───────────────────────────────────────────COMMENT
MEDIUM…g/components/inference-nim-operator/scripts/install.sh238# ── 7. Verify ────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/inference-nim-operator/nims/qwen3-vl/nimservice.yaml81 # -----------------------------------------------------------------------------------------COMMENT
MEDIUM⚡…caling/components/cluster-azure/terraform/variables.tf41# =============================================================================COMMENT
MEDIUM⚡…caling/components/cluster-azure/terraform/variables.tf43# =============================================================================COMMENT
MEDIUM⚡…caling/components/cluster-azure/terraform/variables.tf50# =============================================================================COMMENT
MEDIUM⚡…caling/components/cluster-azure/terraform/variables.tf52# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf4# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf6# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf69# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf71# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf118# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf120# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf192# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf194# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf251# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf253# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf275# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf277# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf299# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf301# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf335# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf337# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf379# =============================================================================COMMENT
MEDIUM…caling/components/cluster-azure/terraform/variables.tf381# =============================================================================COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf35# ── Resource Group ──────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf43# ── Virtual Network ─────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf92# ── NAT Gateway ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf126# ── Network Security Groups ────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf177# ── Log Analytics + Container Insights ──────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf203# ── AKS Cluster ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf253# ── GPU Node Pool ───────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf282# ── PostgreSQL (private, delegated subnet) ──────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf344# ── Redis Cache ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf395# ── Storage Account ─────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf476# ── Key Vault ───────────────────────────────────────────────────────────────COMMENT
MEDIUM…lient-scaling/components/cluster-azure/scripts/main.tf607# ── AI Foundry ──────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md181 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md183 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md193 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md195 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md206 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md208 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md215 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md217 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md236 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md238 // ═══════════════════════════════════════════════════════════════════════COMMENT
MEDIUM⚡…kills/video-sdk/windows/references/delegate-methods.md248 // ═══════════════════════════════════════════════════════════════════════COMMENT
61 more matches not shown…
Deep Nesting290 hits · 272 pts
SeverityFileLineSnippetContext
LOW…reate-data-context/scripts/data_analytics_preflight.py66CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py589CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py620CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py806CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py857CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py90CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py243CODE
LOW…o-google-doc/scripts/report_to_google_doc/rendering.py522CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py135CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py177CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py228CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py990CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1472CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py2360CODE
LOW…h/skills/proteomexchange-skill/scripts/rest_request.py69CODE
LOW…h/skills/proteomexchange-skill/scripts/rest_request.py88CODE
LOW…h/skills/proteomexchange-skill/scripts/rest_request.py180CODE
LOW…arch/skills/gwas-catalog-skill/scripts/rest_request.py69CODE
LOW…arch/skills/gwas-catalog-skill/scripts/rest_request.py88CODE
LOW…arch/skills/gwas-catalog-skill/scripts/rest_request.py180CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py88CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py107CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py194CODE
LOW…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py253CODE
LOW…nce-research/skills/rhea-skill/scripts/rest_request.py69CODE
LOW…nce-research/skills/rhea-skill/scripts/rest_request.py88CODE
LOW…nce-research/skills/rhea-skill/scripts/rest_request.py180CODE
LOW…research/skills/ncbi-blast-skill/scripts/ncbi_blast.py382CODE
LOW…ence-research/skills/ipd-skill/scripts/rest_request.py69CODE
LOW…ence-research/skills/ipd-skill/scripts/rest_request.py88CODE
LOW…ence-research/skills/ipd-skill/scripts/rest_request.py180CODE
LOW…-research/skills/uniprot-skill/scripts/rest_request.py69CODE
LOW…-research/skills/uniprot-skill/scripts/rest_request.py88CODE
LOW…-research/skills/uniprot-skill/scripts/rest_request.py180CODE
LOW…e-research/skills/chembl-skill/scripts/rest_request.py69CODE
LOW…e-research/skills/chembl-skill/scripts/rest_request.py88CODE
LOW…e-research/skills/chembl-skill/scripts/rest_request.py180CODE
LOW…arch/skills/efo-ontology-skill/scripts/rest_request.py69CODE
LOW…arch/skills/efo-ontology-skill/scripts/rest_request.py88CODE
LOW…arch/skills/efo-ontology-skill/scripts/rest_request.py180CODE
LOW…-research/skills/ensembl-skill/scripts/rest_request.py69CODE
LOW…-research/skills/ensembl-skill/scripts/rest_request.py88CODE
LOW…-research/skills/ensembl-skill/scripts/rest_request.py180CODE
LOW…-research/skills/quickgo-skill/scripts/rest_request.py69CODE
LOW…-research/skills/quickgo-skill/scripts/rest_request.py88CODE
LOW…-research/skills/quickgo-skill/scripts/rest_request.py180CODE
LOW…esearch/skills/alphafold-skill/scripts/rest_request.py69CODE
LOW…esearch/skills/alphafold-skill/scripts/rest_request.py88CODE
LOW…esearch/skills/alphafold-skill/scripts/rest_request.py180CODE
LOW…research/skills/pharmgkb-skill/scripts/rest_request.py69CODE
LOW…research/skills/pharmgkb-skill/scripts/rest_request.py88CODE
LOW…research/skills/pharmgkb-skill/scripts/rest_request.py180CODE
LOW…ce-research/skills/chebi-skill/scripts/rest_request.py69CODE
LOW…ce-research/skills/chebi-skill/scripts/rest_request.py88CODE
LOW…ce-research/skills/chebi-skill/scripts/rest_request.py180CODE
LOW…search/skills/cbioportal-skill/scripts/rest_request.py69CODE
LOW…search/skills/cbioportal-skill/scripts/rest_request.py88CODE
LOW…search/skills/cbioportal-skill/scripts/rest_request.py180CODE
LOW…e-research/skills/mgnify-skill/scripts/rest_request.py69CODE
LOW…e-research/skills/mgnify-skill/scripts/rest_request.py88CODE
230 more matches not shown…
Hallucination Indicators20 hits · 230 pts
SeverityFileLineSnippetContext
CRITICAL…ns/cloudflare/skills/cloudflare/references/ddos/api.md43const entrypointRuleset = await client.zones.rulesets.phases.entrypoint.get("ddos_l7", {CODE
CRITICAL…ns/cloudflare/skills/cloudflare/references/ddos/api.md48await client.zones.rulesets.phases.entrypoint.update("ddos_l7", {CODE
CRITICAL…ns/cloudflare/skills/cloudflare/references/ddos/api.md70const l4Ruleset = await client.accounts.rulesets.phases.entrypoint.get("ddos_l4", {CODE
CRITICAL…oudflare/skills/cloudflare/references/ddos/patterns.md18await client.accounts.rulesets.phases.entrypoint.update("ddos_l7", {CODE
CRITICAL…oudflare/skills/cloudflare/references/ddos/patterns.md64 return client.zones.rulesets.phases.entrypoint.update("ddos_l7", {CODE
CRITICAL⚡…oudflare/skills/cloudflare/references/ddos/patterns.md131await client.zones.rulesets.phases.entrypoint.update("ddos_l7", {CODE
CRITICAL⚡…oudflare/skills/cloudflare/references/ddos/patterns.md137await client.zones.rulesets.phases.entrypoint.update("http_request_firewall_managed", {CODE
CRITICAL⚡…oudflare/skills/cloudflare/references/ddos/patterns.md143await client.zones.rulesets.phases.entrypoint.update("http_ratelimit", {CODE
CRITICAL⚡…oudflare/skills/cloudflare/references/ddos/patterns.md149await client.zones.rulesets.phases.entrypoint.update("http_request_sbfm", {CODE
CRITICAL…oudflare/skills/cloudflare/references/ddos/patterns.md169await client.zones.rulesets.phases.entrypoint.update("http_request_cache_settings", { zone_id: zoneId, rules: [cacheRuleCODE
CRITICAL…lls/cloudflare/references/workers-for-platforms/api.md23await client.workersForPlatforms.dispatch.namespaces.scripts.update(CODE
CRITICAL…loudflare/references/workers-for-platforms/patterns.md137 await client.workersForPlatforms.dispatch.namespaces.scripts.update("production", name, {CODE
CRITICAL…s/cloudflare/skills/cloudflare/references/pages/api.md190const data = await event.locals.runtime.env.DB.prepare('SELECT * FROM users').all();CODE
CRITICAL⚡…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md40sender = client.messaging.v2.channels.senders.create(CODE
CRITICAL⚡…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md60const sender = await client.messaging.v2.channels.senders.create({CODE
CRITICAL…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md144for s in client.messaging.v2.channels.senders.list():CODE
CRITICAL…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md151const senders = await client.messaging.v2.channels.senders.list();CODE
CRITICAL…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md170sender = client.messaging.v2.channels.senders.create(CODE
CRITICAL…per-kit/skills/twilio-whatsapp-manage-senders/SKILL.md178const sender = await client.messaging.v2.channels.senders.create({CODE
CRITICAL…tup-usd-performance-tuning/references/runtime-probe.md74 2. `omni.scene.optimizer.impl.core.SOPluginVersion()` →CODE
Empty Error Handlers38 hits · 190 pts
SeverityFileLineSnippetContext
HIGH…google-doc/scripts/report_to_google_doc/html_parser.py730except (TypeError, ValueError):CODE
HIGH…google-doc/scripts/report_to_google_doc/html_parser.py738except ValueError:CODE
HIGH…o-google-doc/scripts/report_to_google_doc/rendering.py395except Exception:CODE
HIGH…-investing/skills/earnings-preview/scripts/lib/calc.py50except Exception:CODE
HIGH…-investing/skills/earnings-preview/scripts/lib/calc.py63except Exception:CODE
HIGH…-investing/skills/earnings-preview/scripts/lib/calc.py106except Exception:CODE
HIGH…esting/skills/earnings-preview/scripts/lib/io_utils.py114except Exception:CODE
HIGH…ills/earnings-deep-dive/scripts/apply_model_updates.py240except Exception:CODE
HIGH…port/excel-data-cleaner/scripts/workbook_formatting.py66except ValueError:CODE
HIGH…-calendar/scripts/create_catalyst_calendar_workbook.py288except ValueError:CODE
HIGH…ills/equity-model-update/scripts/model_update_dates.py16except ValueError:CODE
HIGH…ty-model-update/scripts/materialize_workbook_update.py219except ValueError:CODE
HIGH…investing/skills/deck-report-qc/scripts/qc_analysis.py210except Exception:CODE
HIGH…erences/content-agents/scripts/content_agent_client.py441except OSError:CODE
HIGH…erences/content-agents/scripts/content_agent_client.py890except Exception:CODE
HIGH…o-simready/references/simready-validate/scripts/run.py108except Exception:CODE
HIGH…-to-simready/references/preflight/scripts/preflight.py1411except OSError:CODE
HIGHplugins/codex-security/scripts/deep_scan_workbench.py857except (OSError, KeyError, TypeError, ValueError):CODE
HIGH…ins/codex-security/scripts/windows_scan_local_files.py665except OSError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py793except FileNotFoundError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py256except (ContractError, OSError):CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py845except FileNotFoundError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py1930except ContractError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py577except FileExistsError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py1911except ContractError:CODE
HIGH…ugins/codex-security/scripts/finalize_scan_contract.py825except OSError:CODE
HIGH…gins/codex-security/scripts/workbench_saved_results.py82except (ContractError, OSError, SystemExit):CODE
HIGH…gins/codex-security/scripts/workbench_saved_results.py878except FileNotFoundError:CODE
HIGH…gins/codex-security/scripts/workbench_saved_results.py427except (ContractError, OSError, ValueError):CODE
HIGHplugins/codex-security/scripts/workbench_db.py699except SystemExit:CODE
HIGHplugins/codex-security/scripts/workbench_db.py2606except SystemExit:CODE
HIGH…s/mixpanel-headless/skills/mixpanelyst/scripts/help.py220except Exception:CODE
HIGH…s/mixpanel-headless/skills/mixpanelyst/scripts/help.py956except AttributeError:CODE
HIGHplugins/ngs-analysis/scripts/run_bcl_to_fastq.py389except OSError:CODE
HIGHplugins/ngs-analysis/scripts/run_fastq_assay_package.py136except OSError:CODE
HIGH…ins/ngs-analysis/scripts/run_dna_umi_panel_variants.py409except ValueError:CODE
HIGH…ins/ngs-analysis/scripts/run_dna_umi_panel_variants.py414except ValueError:CODE
HIGHplugins/ngs-analysis/scripts/ngs_run_utils.py408except (OSError, json.JSONDecodeError):CODE
Cross-File Repetition34 hits · 170 pts
SeverityFileLineSnippetContext
HIGH…h/skills/proteomexchange-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…arch/skills/gwas-catalog-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ch/skills/eqtl-catalogue-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…nce-research/skills/rhea-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ence-research/skills/ipd-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…-research/skills/uniprot-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…e-research/skills/chembl-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…arch/skills/efo-ontology-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…-research/skills/ensembl-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…-research/skills/quickgo-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…esearch/skills/alphafold-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…research/skills/pharmgkb-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ce-research/skills/chebi-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
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HIGH…-research/skills/biorxiv-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…e-research/skills/encode-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…arch/skills/metabolights-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…esearch/skills/cellxgene-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…search/skills/rnacentral-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…/biostudies-arrayexpress-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…esearch/skills/bindingdb-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ills/human-protein-atlas-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…e-research/skills/string-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…research/skills/reactome-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…earch/skills/pubchem-pug-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…nce-research/skills/hmdb-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ce-research/skills/pride-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…research/skills/rcsb-pdb-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…search/skills/epigraphdb-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGH…ence-research/skills/eva-skill/scripts/rest_request.py0generic compact rest client for chatgpt-imported skills.STRING
HIGHplugins/ngs-analysis/scripts/run_amplicon_microbiome.py0<svg xmlns="http://www.w3.org/2000/svg" width="900" height="180" role="img" aria-label="{html.escape(title)}"> <rect widSTRING
HIGH…ugins/ngs-analysis/scripts/run_shotgun_metagenomics.py0<svg xmlns="http://www.w3.org/2000/svg" width="900" height="180" role="img" aria-label="{html.escape(title)}"> <rect widSTRING
HIGHplugins/ngs-analysis/scripts/ngs_epigenomics_utils.py0<svg xmlns="http://www.w3.org/2000/svg" width="900" height="180" role="img" aria-label="{html.escape(title)}"> <rect widSTRING
Modern AI Meta-Vocabulary42 hits · 122 pts
SeverityFileLineSnippetContext
MEDIUMplugins/temporal/skills/temporal-cloud-setup/SKILL.md39**A state-changing command that isn't a `provision.sh` subcommand** (so it has no template in §Gate templates — e.g. a oCODE
MEDIUMplugins/temporal/skills/temporal-cloud-setup/SKILL.md475### Worked example — the `scaffold` gate for Java, fully filledCOMMENT
MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh249# provision-and-scaffold path, and `preview`. Empty = unsupported (sdk,manager) pair.COMMENT
MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh1234# like provision-and-scaffold, this owns the whole dance inside ONE synchronous call:COMMENT
MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh1556# cloning, same as provision-and-scaffold.COMMENT
MEDIUM…oral/skills/temporal-developer/references/rust/rust.md166| |-- workflows.rs # Workflow definitions and orchestrationCODE
MEDIUMplugins/vercel/agents/ai-architect.md210### Pattern 5: RAG PipelineCOMMENT
MEDIUMplugins/vercel/skills/marketplace/SKILL.md36## The sequence — do this BEFORE scaffolding or writing any app codeCOMMENT
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MEDIUMplugins/vercel/skills/workflow/SKILL.md243 # Chain / trigger / sequential orchestrationCOMMENT
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MEDIUM…lare/skills/cloudflare/references/workers-ai/README.md55### Embeddings (Semantic Search/RAG)COMMENT
MEDIUM…lare/skills/cloudflare/references/workers-ai/README.md112## RAG vs Direct GenerationCOMMENT
MEDIUM…lare/skills/cloudflare/references/workers-ai/README.md114### Use RAG (Vectorize + Workers AI) When:COMMENT
MEDIUM…re/skills/cloudflare/references/workers-ai/patterns.md3## RAG (Retrieval-Augmented Generation)COMMENT
MEDIUM…ills/cloudflare/references/workers-ai/configuration.md79## RAG Setup (with Vectorize)COMMENT
MEDIUM…flare/skills/cloudflare/references/vectorize/README.md98### RAG PatternCOMMENT
MEDIUM…are/skills/cloudflare/references/vectorize/patterns.md24## RAG PatternCOMMENT
MEDIUM…ins/build-ios-apps/skills/swiftui-ui-patterns/SKILL.md21### New project scaffoldingCOMMENT
MEDIUM…s/skills/swiftui-ui-patterns/references/performance.md1# Performance guardrailsCOMMENT
MEDIUM…skills/swiftui-view-refactor/references/mv-patterns.md84## Preferred pattern: use modifiers as lightweight orchestrationCOMMENT
MEDIUM…ld-chatgpt-app/references/upstream-example-workflow.md48### 3. Local fallback scaffoldCOMMENT
MEDIUM…ins/notion/skills/notion-meeting-intelligence/SKILL.md19## Tool-call guardrailsCOMMENT
MEDIUM…s/notion/skills/notion-research-documentation/SKILL.md19## Tool-call guardrailsCOMMENT
MEDIUMplugins/notion/skills/notion-knowledge-capture/SKILL.md19## Tool-call guardrailsCOMMENT
MEDIUM…s/notion/skills/notion-spec-to-implementation/SKILL.md19## Tool-call guardrailsCOMMENT
MEDIUM…ing/skills/memo-builder/references/output-contracts.md43## `event-driven-committee-note`COMMENT
MEDIUM…kills/model-audit-tieout/references/p0-integrations.md110### event-driven-analyzer and economic-impact-reportCOMMENT
MEDIUM…uity-investing/skills/public-equity-investing/SKILL.md76## event-driven-analyzerCOMMENT
MEDIUM…kills/idea-generation/references/downstream-routing.md80### `event-driven-analyzer`COMMENT
MEDIUM…ng/skills/deck-report-qc/references/p0-integrations.md57## event-driven-analyzerCOMMENT
MEDIUM…mniverse-usd-performance-tuning/references/workflow.md326### Phase 7 - Iterate (optional, post-report, agent-orchestration only)COMMENT
MEDIUM…and-resilient-scaling/components/osmo-cli/reference.md10- [Use Case: Orchestrate a Workflow End-to-End](#use-case-orchestrate-a-workflow-end-to-end)CODE
MEDIUMplugins/nvidia/skills/aiq-deploy/references/frag.md1# FRAG / Foundational RAGCOMMENT
MEDIUMplugins/nvidia/skills/aiq-deploy/references/frag.md7## RAG Blueprint OwnershipCOMMENT
MEDIUM…igma/skills/figma-swiftui/references/code-to-design.md153- **Preview providers** — `#Preview { … }` (iOS 17+ macro form) and the older `struct ContentView_Previews: PreviewProviCODE
MEDIUM…igma/skills/figma-swiftui/references/design-to-code.md18## 2. Multi-screen files: scaffold navigation firstCOMMENT
MEDIUM…ers/skills/using-superpowers/references/codex-tools.md1## Subagent dispatch requires multi-agent supportCOMMENT
MEDIUM…gins/build-macos-apps/skills/swiftui-patterns/SKILL.md19### New app scaffoldingCOMMENT
MEDIUM…emotion-best-practices/remotion-markup/compositions.md10## Default Props and scaffold metadataCOMMENT
MEDIUMplugins/remotion/skills/remotion-markup/compositions.md10## Default Props and scaffold metadataCOMMENT
MEDIUM…onnect-recommend/references/recommendation-template.md131#### Webhook section guardrailsCOMMENT
Fake / Example Data81 hits · 82 pts
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LOWplugins/vercel/skills/agent-browser/SKILL.md123agent-browser fill @e1 "Jane Doe"CODE
LOWplugins/vercel/skills/email/SKILL.md311 to: "user@example.com",CODE
LOWplugins/vercel/skills/next-forge/references/packages.md65 to: 'user@example.com',CODE
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LOW…google-doc/scripts/report_to_google_doc/html_parser.py708 "placeholder": placeholder,CODE
LOW…google-doc/scripts/report_to_google_doc/html_parser.py787 "placeholder": placeholder,CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py367 table_by_placeholder = {table["placeholder"]: table for table in manifest["tables"]}CODE
LOW…google-doc/scripts/report_to_google_doc/docx_writer.py368 chart_by_placeholder = {chart["placeholder"]: chart for chart in manifest["chart_images"]}CODE
LOW…skills/supabase-best-practices/references/_template.md18SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;CODE
LOW…skills/supabase-best-practices/references/_template.md28SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;CODE
LOW…se-best-practices/references/query-covering-indexes.md18select email, name, created_at from users where email = 'user@example.com';CODE
LOW…se-best-practices/references/query-covering-indexes.md28select email, name, created_at from users where email = 'user@example.com';CODE
LOW…ase-best-practices/references/query-partial-indexes.md19select * from users where email = 'user@example.com' and deleted_at is null;CODE
LOW…ase-best-practices/references/query-partial-indexes.md30select * from users where email = 'user@example.com' and deleted_at is null;CODE
LOW…rch/skills/ncbi-blast-skill/scripts/test_ncbi_blast.py101 "email": "user@example.com",CODE
LOW…rch/skills/ncbi-blast-skill/scripts/test_ncbi_blast.py186 "email": "user@example.com",CODE
LOW…rch/skills/ncbi-blast-skill/scripts/test_ncbi_blast.py217 "email": "user@example.com",CODE
LOW…rch/skills/ncbi-blast-skill/scripts/test_ncbi_blast.py431 "email": "user@example.com",CODE
LOW…on/references/gantt-data-contracts-and-integrations.md23 type: "task" | "milestone" | "summary" | "external" | "placeholder";CODE
LOW…ns/cloudflare/skills/agents-sdk/references/codemode.md155 to: "user@example.com",CODE
LOW…kills/cloudflare/references/terraform/configuration.md184 include { email = ["admin@example.com"] }CODE
LOW…oudflare/skills/cloudflare/references/workflows/api.md142 params: { userId: 'user123', email: 'user@example.com' }CODE
LOW…ls/cloudflare/references/browser-rendering/patterns.md60await page.getByLabel("Email").fill("user@example.com");CODE
LOW…lare/skills/cloudflare/references/email-routing/api.md135 from: { name: "Acme Corp", email: "noreply@yourdomain.com" },CODE
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LOW…lare/skills/cloudflare/references/email-workers/api.md178msg.setSender({ name: 'John Doe', addr: 'john@example.com' });CODE
LOW…r-kit/skills/twilio-conversations-classic-api/SKILL.md543 attributes='{"name": "John Doe", "role": "customer", "account_id": "A123"}'CODE
LOW…r-kit/skills/twilio-conversations-classic-api/SKILL.md561 attributes: JSON.stringify({ name: "John Doe", role: "customer", accountId: "A123" })CODE
LOW…twilio-developer-kit/skills/twilio-email-send/SKILL.md67 "name": "John Doe"CODE
LOW…twilio-developer-kit/skills/twilio-email-send/SKILL.md104 "name": "John Doe"CODE
LOW…lio-developer-kit/skills/twilio-cli-reference/SKILL.md98 --to "user@example.com" \CODE
LOW…opify/skills/shopify-polaris-admin-extensions/SKILL.md98<s-avatar initials="JD" src="https://example.com/avatar.jpg" size="base" alt="Jane Doe"></s-avatar>CODE
LOW…ugins/shopify/skills/shopify-polaris-app-home/SKILL.md55 alt="Jane Doe"CODE
LOWplugins/shopify/skills/shopify-hydrogen/SKILL.md1319- address1: '123 Main St',CODE
LOWplugins/shopify/skills/shopify-hydrogen/SKILL.md1408- address1: '123 Main St',CODE
LOWplugins/shopify/skills/shopify-hydrogen/SKILL.md1462_ address1: '123 Main St',CODE
LOWplugins/shopify/skills/shopify-hydrogen/SKILL.md1530- address1: '123 Main St',CODE
LOW…s/shopify-polaris-customer-account-extensions/SKILL.md111 alt="Jane Doe"CODE
LOW…xpo/skills/expo-deployment/references/ios-app-store.md167| Placeholder content | Remove "lorem ipsum" and test data |CODE
LOW…tion-meeting-intelligence/examples/customer-meeting.md10query: "Acme Corp"CODE
LOW…pabase-postgres-best-practices/references/_template.md18SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;CODE
LOW…pabase-postgres-best-practices/references/_template.md28SELECT * FROM users WHERE email = 'user@example.com' AND deleted_at IS NULL;CODE
LOW…es-best-practices/references/query-covering-indexes.md18select email, name, created_at from users where email = 'user@example.com';CODE
LOW…es-best-practices/references/query-covering-indexes.md28select email, name, created_at from users where email = 'user@example.com';CODE
LOW…res-best-practices/references/query-partial-indexes.md19select * from users where email = 'user@example.com' and deleted_at is null;CODE
LOW…res-best-practices/references/query-partial-indexes.md30select * from users where email = 'user@example.com' and deleted_at is null;CODE
LOW…uity-investing/tests/test_artifact_packaging_and_qc.py145 workbook.write_bytes(b"placeholder")CODE
LOW…ng/skills/dcf-model-builder/scripts/plan_validation.py22 "placeholder",CODE
LOW…vesting/skills/dcf-model-builder/scripts/skill_core.py33 "placeholder",CODE
LOW…vesting/skills/dcf-model-builder/scripts/skill_core.py873 if "placeholder" in labels:CODE
LOW…vesting/skills/dcf-model-builder/scripts/skill_core.py881 and src.get("label") in {"analyst_estimate", "placeholder"}CODE
LOW…vesting/skills/dcf-model-builder/scripts/skill_core.py1034 if "placeholder" in labels:CODE
LOW…three-statement-model-builder/scripts/validate_plan.py31 "placeholder",CODE
LOW…ls/three-statement-model-builder/scripts/skill_core.py1279 if any(src.get("evidence_label") == "placeholder" for src in source_basis):CODE
LOW…hree-statement-model-builder/assets/plan_template.json38 "evidence_label": "placeholder",CODE
LOW…hree-statement-model-builder/assets/plan_template.json340 "evidence_label": "placeholder",CODE
21 more matches not shown…
Magic Placeholder Names12 hits · 68 pts
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HIGH⚡…lls/temporal-serverless/references/aws-lambda/setup.md36export TEMPORAL_API_KEY="<your-api-key>"CODE
HIGH⚡…lls/temporal-serverless/references/aws-lambda/setup.md44temporal --profile prod config set --prop api_key --value "<your-api-key>"CODE
HIGH⚡…lls/temporal-serverless/references/aws-lambda/setup.md53temporal env set --env prod --key api-key --value "<your-api-key>"CODE
HIGH…lls/temporal-serverless/references/aws-lambda/setup.md371 --environment '{"Variables":{"HOME":"/tmp","TEMPORAL_ADDRESS":"<your-temporal-address>:7233","TEMPORAL_NAMESPACE":"<yoCODE
HIGH…lls/temporal-serverless/references/aws-lambda/setup.md389 --environment '{"Variables":{"TEMPORAL_ADDRESS":"<your-temporal-address>:7233","TEMPORAL_NAMESPACE":"<your-namespace>"CODE
HIGH…lls/temporal-serverless/references/aws-lambda/setup.md407 --environment '{"Variables":{"HOME":"/tmp","TEMPORAL_ADDRESS":"<your-temporal-address>:7233","TEMPORAL_NAMESPACE":"<yoCODE
HIGH…developer/references/python/integrations/braintrust.md71export BRAINTRUST_API_KEY="your-api-key"CODE
HIGHplugins/vercel/skills/nextjs/references/scripts.md127 apiKey="YOUR_API_KEY"CODE
HIGH…m/skills/meeting-sdk/web/concepts/sharedarraybuffer.md94<meta http-equiv="origin-trial" content="YOUR_TOKEN_HERE" />CODE
HIGH…om/skills/general/use-cases/transcription-bot-linux.md328ASSEMBLYAI_API_KEY=your_api_keyCODE
HIGH…tual-agent/web/examples/campaign-and-entry-patterns.md6<script data-apikey="YOUR_API_KEY" src="https://us01ccistatic.zoom.us/us01cci/web-sdk/zcc-sdk.js"></script>CODE
HIGH…tual-agent/web/examples/campaign-and-entry-patterns.md22 apikey: 'YOUR_API_KEY',CODE
Over-Commented Block52 hits · 50 pts
SeverityFileLineSnippetContext
LOW…hyperframes/skills/hyperframes/palettes/pastel-soft.md1# Pastel / SoftCOMMENT
LOW…yperframes/skills/hyperframes/palettes/nature-earth.md1# Nature / EarthCOMMENT
LOW…erframes/skills/hyperframes/palettes/warm-editorial.md1# Warm / EditorialCOMMENT
LOW…erframes/skills/hyperframes/palettes/bold-energetic.md1# Bold / EnergeticCOMMENT
LOW…yperframes/skills/hyperframes/palettes/dark-premium.md1# Dark / PremiumCOMMENT
LOW…/hyperframes/skills/hyperframes/palettes/jewel-rich.md1# Jewel / RichCOMMENT
LOW…perframes/skills/hyperframes/palettes/neon-electric.md1# Neon / ElectricCOMMENT
LOW…rframes/skills/hyperframes/palettes/clean-corporate.md1# Clean / CorporateCOMMENT
LOW…/hyperframes/skills/hyperframes/palettes/monochrome.md1# MonochromeCOMMENT
LOW…/hyperframes/skills/gsap/scripts/extract-audio-data.py21import sysCOMMENT
LOW…s/higgsfield/skills/narrator/scripts/speech_metrics.sh1#!/usr/bin/env bashCOMMENT
LOW…higgsfield/skills/subtitles/scripts/burn_caps_clean.sh1#!/usr/bin/env bashCOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1#!/usr/bin/env bashCOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh21#COMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh401 [ -n "${TEMPORAL_NAMESPACE:-}" ] && stray+=("TEMPORAL_NAMESPACE")COMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh501# binary. Shared by preflight (cli_installed) and install-cli so the two presenceCOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh601 if ! temporal cloud whoami >/dev/null 2>&1; thenCOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh681COMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1061# await_auth_permanent <file> -> 0 (true) if the poll's stderr is a HIGH-CONFIDENCECOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1281 esacCOMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1721COMMENT
LOW…poral/skills/temporal-cloud-setup/scripts/provision.sh1981 "remove any existing [profile.cloud-setup] block(s); keeps [profile.default]" "scripts/provision.sh repair-confiCOMMENT
LOW…kills/temporal-ops/references/triage/authentication.md101# --expiry:COMMENT
LOWplugins/shopify/skills/shopify-hydrogen/SKILL.md621COMMENT
LOWplugins/expo/skills/expo-tailwind-setup/SKILL.md101 --font-rounded: ui-rounded;COMMENT
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LOW…mponents/inference-nim-operator/nims/qwen3-vl/pvc.yaml1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
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LOW…onents/inference-nim-operator/nims/qwen25-14b/pvc.yaml1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
LOW…ence-nim-operator/nims/qwen25-14b/hf-download-job.yaml1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
LOW…rence-nim-operator/nims/cosmos-predict/nimservice.yaml1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
LOW…re/terraform/prerequisites/register-azure-providers.sh61 echo -n " "COMMENT
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LOW…lient-scaling/components/cluster-azure/scripts/main.tf1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
LOW…lient-scaling/components/cluster-azure/scripts/main.tf521}COMMENT
LOW…omponents/cluster-azure/scripts/storage-class-nfs.yaml1# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.COMMENT
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LOW…ugins/zoom/skills/meeting-sdk/web/client-view/SKILL.md221 // { userId, userName, ... }COMMENT
LOW…ls/meeting-sdk/windows/troubleshooting/build-errors.md41- All `.h` files that include SDK headersCOMMENT
LOW…ls/meeting-sdk/windows/troubleshooting/build-errors.md241COMMENT
LOW…ting-sdk/windows/examples/custom-ui-video-rendering.md201## Complete Event Listener ImplementationsCOMMENT
LOW…om/skills/general/references/authorization-patterns.md121 }COMMENT
LOW…m/skills/video-sdk/linux/references/linux-reference.md781#include "helpers/zoom_video_sdk_video_helper_interface.h"COMMENT
LOW…ills/video-sdk/windows/references/windows-reference.md1181// Core headersCOMMENT
LOW…lls/video-sdk/windows/examples/session-join-pattern.md21#include <windows.h>COMMENT
LOW…ers/moodboards/assets/mood-board-app/platform-icons.js1// Platform UI Kit icon markup sourced from:COMMENT
LOW…ystematic-debugging/condition-based-waiting-example.ts141// ---------------COMMENT
LOW…perpowers/skills/brainstorming/scripts/start-server.sh1#!/usr/bin/env bashCOMMENT
LOW…ps/techniques/maptiler/assets/MapTilerVectorElement.ts61// Example:COMMENT
LOW…ps/techniques/maptiler/assets/MapTilerVectorElement.ts61// Example:COMMENT
LOW…ps/techniques/maptiler/assets/MapTilerVectorElement.ts61// Example:COMMENT
LOW…ps/techniques/maptiler/assets/MapTilerVectorElement.ts61// Example:COMMENT
Cross-Language Confusion8 hits · 30 pts
SeverityFileLineSnippetContext
HIGH…ynamo-interconnect-check/scripts/check_interconnect.py285 "command -v nixlbench nixl_test 2>/dev/null; ls /usr/local/nixl 2>/dev/null",CODE
HIGH…nvert-to-usd/references/usd-convert-cad/scripts/run.py36 "&& OMNI_KIT_ACCEPT_EULA=yes python install.py && python validate.py"CODE
HIGH…ferences/usd-convert-cad/scripts/check_dependencies.py31 "&& OMNI_KIT_ACCEPT_EULA=yes python install.py && python validate.py"CODE
HIGHplugins/codex-security/scripts/workbench_scan_usage.py310 descendants.ancestry || edges.child_thread_id || '|',STRING
HIGHplugins/creative-production/scripts/review_renderer.py323 if (viewer && viewerImage) {STRING
HIGHplugins/ngs-analysis/scripts/run_fastq_qc.py371 "mkdir -p fastqc/raw && fastqc -t {{threads}} -o fastqc/raw {{input}}"CODE
HIGHplugins/ngs-analysis/scripts/run_fastq_qc.py466 "mkdir -p fastqc/trimmed && fastqc -t {{threads}} -o fastqc/trimmed {{input.r1}} {{input.r2}}"STRING
HIGHplugins/ngs-analysis/scripts/run_fastq_qc.py476 "mkdir -p fastqc/trimmed && fastqc -t {{threads}} -o fastqc/trimmed {{input.r1}}"STRING
Synthetic Comment Markers4 hits · 25 pts
SeverityFileLineSnippetContext
HIGHplugins/vercel/skills/ai-elements/SKILL.md132// Any AI-generated stringCOMMENT
HIGH…oudflare/skills/cloudflare/references/ai-search/api.md33 response: string; // AI-generated answerCODE
HIGH…igma-generate-library/references/code-connect-setup.md2484. In the Inspect panel, the code snippet should show the Code Connect output instead of auto-generated code.CODE
HIGH…m/skills/general/use-cases/ai-companion-integration.md343// Archive all AI-generated contentCOMMENT
AI Slop Vocabulary4 hits · 16 pts
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MEDIUM…poral/skills/temporal-cloud-setup/scripts/provision.sh1995# Opt out with TCLOUD_DISCLOSE=0 (the test harness sets this to keep stderr clean).COMMENT
MEDIUM⚡…perpowers/skills/brainstorming/scripts/start-server.sh153# Resolve the harness PID (grandparent of this script).COMMENT
MEDIUM⚡…perpowers/skills/brainstorming/scripts/start-server.sh154# $PPID is the ephemeral shell the harness spawned to run us — it diesCOMMENT
MEDIUM⚡…perpowers/skills/brainstorming/scripts/start-server.sh155# when this script exits. The harness itself is $PPID's parent.COMMENT
Modern Structural Boilerplate9 hits · 10 pts
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LOW…google-doc/scripts/report_to_google_doc/docx_writer.py66def set_cell_width(cell: Any, width_twips: int) -> None:CODE
LOW…rt-to-google-slides/scripts/report_to_google_slides.py1251def set_shape_fill(shape: Any, color: str, transparency: float = 0.0) -> None:CODE
LOW…s/public-equity-investing/shared/dashboard/__init__.py6__all__ = ["render_dashboard", "validate_payload"]CODE
LOW…model-builder/scripts/build_banker_formula_workbook.py17__all__ = [name for name in dir(_runtime) if not name.startswith("_")]CODE
LOW…model-builder/scripts/build_banker_formula_workbook.py17__all__ = [name for name in dir(_runtime) if not name.startswith("_")]CODE
LOW…ty-model-update/scripts/materialize_workbook_update.py332def set_cell_value(cell: ET.Element, value: str) -> None:CODE
LOW…ugins/codex-security/scripts/finalize_scan_contract.py2232 def update_hash(current: int) -> None:CODE
LOW⚡plugins/codex-security/scripts/workbench_target.py275def _update_digest_field_header(digest: Any, label: bytes, value_size: int) -> None:CODE
LOW⚡plugins/codex-security/scripts/workbench_target.py281def update_digest_field(digest: Any, label: bytes, value: bytes) -> None:CODE
AI Structural Patterns10 hits · 10 pts
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LOWplugins/public-equity-investing/shared/artifacts.py99CODE
LOW…ns/public-equity-investing/shared/artifact_packager.py142CODE
LOW…ns/public-equity-investing/shared/artifact_packager.py407CODE
LOW…/skills/equity-model-update/scripts/model_update_io.py27CODE
LOW…nvert-to-usd/references/usd-convert-cad/scripts/run.py290CODE
LOW…rences/usd-convert-cad/scripts/kit_app_template_cad.py575CODE
LOW…rt-to-usd/references/usd-convert-gsplat/scripts/run.py209CODE
LOW…ugins/codex-security/scripts/finalize_scan_contract.py2510CODE
LOWplugins/sentry/skills/sentry/scripts/sentry_api.py24CODE
LOWplugins/ngs-analysis/scripts/ngs_run_utils.py518CODE
Verbosity Indicators4 hits · 6 pts
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LOW⚡…esting/skills/user-context/tests/test_state_helpers.py716 "## Step 1: Intro And Defaults",CODE
LOW⚡…esting/skills/user-context/tests/test_state_helpers.py717 "## Step 2: Connectors And Plugins",CODE
LOW⚡…esting/skills/user-context/tests/test_state_helpers.py718 "## Step 3: Automation",CODE
LOW⚡…esting/skills/user-context/tests/test_state_helpers.py719 "## Step 4: Hero Workflows",CODE
Cross-Language Confusion (JS/TS)1 hit · 5 pts
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HIGHplugins/plugin-eval/tests/plugin-eval.test.js132 elif [ "$1" = "--cd" ]; thenCODE
Docstring Block Structure1 hit · 5 pts
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HIGH…s/mixpanel-headless/skills/mixpanelyst/scripts/help.py453Extract the description portion of a docstring. Returns everything before the first keyword section (Args:, RetSTRING
Example Usage Blocks3 hits · 4 pts
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LOW…s/higgsfield/skills/narrator/scripts/speech_metrics.sh18# Usage:COMMENT
LOW…higgsfield/skills/subtitles/scripts/burn_caps_clean.sh12# Usage:COMMENT
LOW…skills/figma-use/references/plugin-api-standalone.d.ts2418 * ## Example usageCOMMENT
Redundant / Tautological Comments3 hits · 4 pts
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LOW…-scaling/components/inference-azure/scripts/install.sh109# Check if endpoint already exists with matching modelCOMMENT
LOW…re/terraform/prerequisites/register-azure-providers.sh115 # Check if Azure CLI is installedCOMMENT
LOW…perpowers/skills/systematic-debugging/find-polluter.sh53 # Check if pollution appearedCOMMENT