Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.
This report summarizes scanner evidence for NVIDIA/skills, a Python project with 3,559 GitHub stars. SynthScan examined 1,127,986 lines of code across 5122 source files, recording 5181 pattern matches distributed across 24 syntactic categories. The legacy adjusted pattern signal is 8.5 (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.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 2584 finding(s).
Are imports declared and package/API names verified? 665 finding(s).
Are wrappers, guards, and repeated structures necessary? 3267 finding(s).
Which changes need focused human review? 5181 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 5181 distinct pattern matches across 24 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | .github/workflows/generate-skill-metadata.yml | 50 | # --------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/workflows/generate-skill-metadata.yml | 52 | # --------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/workflows/generate-skill-metadata.yml | 93 | # --------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/workflows/generate-skill-metadata.yml | 95 | # --------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 96 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 98 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 150 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 152 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 256 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 258 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 286 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/verify_source_onboarding.py | 288 | # -------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 56 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 88 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 112 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 142 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 243 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 319 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 375 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 425 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 686 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 790 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 831 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 900 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | .github/scripts/marketplace/generate-skill-metadata.py | 935 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 65 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 69 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 261 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 263 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 516 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 518 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 725 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 727 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 827 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 829 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 840 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 842 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 914 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 916 | # --------------------------------------------------------------------------- | STRING |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 94 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 96 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 167 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 169 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 192 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 194 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 256 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 258 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 326 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 328 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 357 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 359 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 394 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | …-virtualenv/references/tests/test_virtualenv_runner.py | 396 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …-virtualenv/references/tests/test_virtualenv_runner.py | 26 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …-virtualenv/references/tests/test_virtualenv_runner.py | 28 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | …h2studio-create-prognostic/references/testing-guide.py | 57 | # ============================================================================= | COMMENT |
| MEDIUM | …h2studio-create-prognostic/references/testing-guide.py | 59 | # ============================================================================= | COMMENT |
| MEDIUM | …h2studio-create-prognostic/references/testing-guide.py | 97 | # ============================================================================= | COMMENT |
| MEDIUM | …h2studio-create-prognostic/references/testing-guide.py | 99 | # ============================================================================= | COMMENT |
| MEDIUM | …h2studio-create-prognostic/references/testing-guide.py | 123 | # ============================================================================= | COMMENT |
| 883 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/scripts/build-plugins.py | 279 | def render_claude_plugin_json(spec: dict[str, Any]) -> dict[str, Any]: | CODE |
| LOW | .github/scripts/build-plugins.py | 361 | def render_cursor_plugin_json(spec: dict[str, Any]) -> dict[str, Any]: | CODE |
| LOW | .github/scripts/build-plugins.py | 479 | def upsert_claude_marketplace( | CODE |
| LOW | .github/scripts/build-plugins.py | 511 | def upsert_agents_marketplace( | CODE |
| LOW | .github/scripts/build-plugins.py | 544 | def upsert_cursor_marketplace( | CODE |
| LOW | .github/scripts/aggregate_benchmarks.py | 317 | def component_only_difference(existing, payload: str) -> bool: | CODE |
| LOW | .github/scripts/version-plugins.py | 228 | def _spec_to_structural_tuple(spec: dict[str, Any]) -> tuple[Any, ...]: | CODE |
| LOW | .github/scripts/version-plugins.py | 498 | def _list_catalog_plugin_yamls() -> list[Path]: | CODE |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 694 | def derive_product_from_component(component: dict | None, product_enum: list[str]) -> str | None: | CODE |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 843 | def validate_skills_sh_uniqueness( | CODE |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 869 | def validate_inventory_round_trip( | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 82 | def test_ignores_manifest_ordering(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 87 | def test_changes_when_a_file_digest_changes(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 91 | def test_changes_when_a_file_is_added(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 97 | def test_changes_when_a_file_is_removed(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 101 | def test_changes_when_a_file_is_renamed(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 105 | def test_name_and_digest_cannot_collide(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 113 | def test_detects_a_dropped_skill(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 118 | def test_additions_are_not_removals(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 123 | def test_no_change_reports_nothing(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 127 | def test_reports_every_dropped_skill_sorted(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 142 | def test_deregistered_skill_is_not_blocking(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 145 | def test_still_registered_skill_is_blocking(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 148 | def test_mixed_removals_block_only_the_registered_one(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 152 | def test_empty_registry_blocks_everything(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 157 | def test_no_removals_is_never_blocking(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 162 | def test_check_does_not_claim_a_deregistration_was_written(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 198 | def test_accepts_a_well_formed_document(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 201 | def test_rejects_an_unprefixed_digest(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 207 | def test_rejects_a_nested_path(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 214 | def test_rejects_unknown_fields(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 221 | def test_rejects_a_missing_required_field(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 227 | def test_rejects_a_malformed_date(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_generate_versions.py | 235 | def test_ends_with_a_single_newline(self): | CODE |
| LOW | .github/scripts/tests/test_generate_versions.py | 59 | def test_decodes_dsse_payload(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 38 | def test_captures_evaluator_version(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 42 | def test_captures_dataset_digest(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 49 | def test_captures_validation_status(self): | CODE |
| LOW | .github/scripts/tests/test_aggregate_benchmarks.py | 75 | def test_profile_is_not_emitted_at_all(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 108 | def test_flags_a_field_that_lost_values(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 117 | def test_silent_on_unchanged_null_rates(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 122 | def test_silent_when_a_field_gains_values(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_aggregate_benchmarks.py | 127 | def test_ignores_skills_absent_from_the_old_file(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 86 | def test_regeneration_succeeds_when_nothing_empties(self): | STRING |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 89 | def test_regeneration_fails_when_a_field_empties(self): | STRING |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 93 | def test_failed_run_leaves_benchmarks_json_untouched(self): | STRING |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 99 | def test_escape_hatch_allows_a_deliberate_format_change(self): | STRING |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 149 | def test_pass_threshold_pct_is_exempt(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 152 | def test_losing_only_a_migrating_field_does_not_block(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 160 | def test_exemption_does_not_mask_a_real_regression(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 165 | def test_migrating_drift_is_still_reported(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 241 | def test_check_passes_when_a_skill_moves_component(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 247 | def test_check_passes_when_a_dir_is_deregistered_pending_prune(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 253 | def test_check_still_fails_on_a_real_measurement_change(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 261 | def test_check_still_fails_when_a_skill_appears(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 273 | def test_deregistered_dir_going_null_does_not_block_regeneration(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 279 | def test_a_registered_skill_losing_a_field_still_blocks(self): | CODE |
| LOW⚡ | .github/scripts/tests/test_cli_guard.py | 287 | def test_an_exception_without_a_component_is_not_an_orphan(self): | CODE |
| LOW | .github/scripts/tests/test_cli_guard.py | 339 | def test_a_renamed_pair_sharing_a_skill_name_still_guards_the_live_dir(self): | CODE |
| LOW | .github/scripts/tests/test_cli_guard.py | 361 | def test_an_unreadable_components_d_does_not_exempt_the_catalog(self): | CODE |
| 1256 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …tudio-create-prognostic/evals/targets/eval_1_target.py | 0 | input coordinate system of the prognostic model. returns ------- coordsystem coordinate system dictionary. | STRING |
| HIGH | …tudio-create-prognostic/evals/targets/eval_2_target.py | 0 | input coordinate system of the prognostic model. returns ------- coordsystem coordinate system dictionary. | STRING |
| HIGH | …udio-create-prognostic/references/skeleton-template.py | 0 | input coordinate system of the prognostic model. returns ------- coordsystem coordinate system dictionary. | STRING |
| HIGH | …tudio-create-prognostic/evals/targets/eval_1_target.py | 0 | batch-decorated generator for time integration. parameters ---------- x : torch.tensor initial condition tensor. coords | STRING |
| HIGH | …tudio-create-prognostic/evals/targets/eval_2_target.py | 0 | batch-decorated generator for time integration. parameters ---------- x : torch.tensor initial condition tensor. coords | STRING |
| HIGH | …udio-create-prognostic/references/skeleton-template.py | 0 | batch-decorated generator for time integration. parameters ---------- x : torch.tensor initial condition tensor. coords | STRING |
| HIGH | …tudio-create-prognostic/evals/targets/eval_1_target.py | 0 | create time-integration iterator. parameters ---------- x : torch.tensor initial condition tensor. coords : coordsystem | STRING |
| HIGH | …tudio-create-prognostic/evals/targets/eval_2_target.py | 0 | create time-integration iterator. parameters ---------- x : torch.tensor initial condition tensor. coords : coordsystem | STRING |
| HIGH | …udio-create-prognostic/references/skeleton-template.py | 0 | create time-integration iterator. parameters ---------- x : torch.tensor initial condition tensor. coords : coordsystem | STRING |
| HIGH | …tudio-create-prognostic/references/method-templates.py | 0 | create time-integration iterator. parameters ---------- x : torch.tensor initial condition tensor. coords : coordsystem | STRING |
| HIGH | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 0 | download a released kermt model bundle from hugging face. runs inside the kermt container (huggingface_hub is part of th | STRING |
| HIGH | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 0 | download a released kermt model bundle from hugging face. runs inside the kermt container (huggingface_hub is part of th | STRING |
| HIGH | …ermt-continue-pretrain/scripts/fetch_released_model.py | 0 | download a released kermt model bundle from hugging face. runs inside the kermt container (huggingface_hub is part of th | STRING |
| HIGH | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 0 | resolve-or-download the released bundle into `out`. returns the manifest dict (never raises for the expected failure mod | STRING |
| HIGH | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 0 | resolve-or-download the released bundle into `out`. returns the manifest dict (never raises for the expected failure mod | STRING |
| HIGH | …ermt-continue-pretrain/scripts/fetch_released_model.py | 0 | resolve-or-download the released bundle into `out`. returns the manifest dict (never raises for the expected failure mod | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | mode-dispatched data preparation pipeline for the kermt agent skills. composes the existing repo data-prep scripts (`scr | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | run a subprocess, append a step entry to manifest, raise on failure. | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | file exists with non-zero size, or directory exists with at least one entry. | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | return the 0-based index of the smiles column in csv_path. auto-detection rule when `explicit_value is none`: 1. read th | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | rewrite an inference csv to keep only the smiles column (at index 0). downstream `kermt.util.utils.get_data` -> `molecul | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | returns {atom, bond, smiles}->path|none when the user supplied vocab inputs (via --vocab-dir or --atom-vocab/--bond-voca | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | …ionemo-kermt-continue-pretrain/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | …bionemo-kermt-pretrain-scratch/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | …ionemo-kermt-add-cmim-pretrain/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | skills/bionemo-kermt-infer/scripts/prepare_data.py | 0 | when the user supplies vocab files (use ckpt's vocab as-is), copy them into `<dst_dir>/<dataset_name>_<which>_vocab.<ext | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 0 | builds atom + bond (in --vocab-format) and smiles (always pickle) vocabs. returns a dict of {atom, bond, smiles} -> path | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/prepare_data.py | 0 | builds atom + bond (in --vocab-format) and smiles (always pickle) vocabs. returns a dict of {atom, bond, smiles} -> path | STRING |
| 205 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/workflows/sync-skills.yml | 277 | except Exception: | CODE |
| LOW | .github/scripts/verify_source_onboarding.py | 228 | except Exception as exc: | CODE |
| LOW | .github/scripts/verify_content_integrity.py | 76 | except Exception as exc: # malformed bundle is itself a real problem | CODE |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 413 | except Exception: | CODE |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 1034 | except Exception: | CODE |
| LOW | …ub/scripts/marketplace/test_generate_skill_metadata.py | 83 | except Exception: | CODE |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 100 | def _start_marker(): | CODE |
| MEDIUM | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 307 | def _coerce_pid(value) -> int: | CODE |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 111 | except Exception: | CODE |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 146 | except Exception: | CODE |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 157 | except Exception: | CODE |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 303 | except Exception: | STRING |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 341 | except Exception: | STRING |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 365 | except Exception: | STRING |
| LOW | …lls/dicom-series-to-volume/scripts/series_to_volume.py | 53 | except Exception: | CODE |
| LOW | …lls/dicom-series-to-volume/scripts/series_to_volume.py | 162 | except Exception as e: | CODE |
| LOW | skills/nemotron-speech/references/nmt.md | 91 | except Exception as e: | CODE |
| LOW | skills/nemotron-speech/references/tts-custom.md | 198 | except Exception as e: | CODE |
| LOW⚡ | skills/nemotron-speech/references/tts-pipelines.md | 253 | except Exception as e: | CODE |
| LOW⚡ | skills/nemotron-speech/references/tts-pipelines.md | 283 | except Exception as e: | CODE |
| LOW | skills/nemotron-speech/references/tts.md | 162 | except Exception as e: | CODE |
| LOW | skills/nemotron-speech/references/asr.md | 212 | except Exception as e: | CODE |
| LOW⚡ | …tudio-create-prognostic/evals/targets/eval_2_target.py | 157 | except Exception: | CODE |
| LOW⚡ | …tudio-create-prognostic/evals/targets/eval_2_target.py | 163 | except Exception: | CODE |
| LOW⚡ | …tudio-create-prognostic/evals/targets/eval_2_target.py | 169 | except Exception: | CODE |
| LOW | …otron-voice-agent/scripts/run_expected_conversation.py | 526 | except Exception as exc: | CODE |
| LOW | …on-voice-agent/scripts/apply_generic_agent_template.py | 149 | except Exception: | CODE |
| MEDIUM | skills/skill-card-generator/scripts/discover_assets.py | 928 | print(f"Error: directory not found: {skill_root}", file=sys.stderr) | CODE |
| MEDIUM | skills/skill-card-generator/scripts/discover_assets.py | 931 | print(f"Error: not a directory: {skill_root}", file=sys.stderr) | CODE |
| LOW⚡ | skills/skill-card-generator/scripts/discover_assets.py | 366 | except Exception: | CODE |
| LOW⚡ | skills/skill-card-generator/scripts/discover_assets.py | 375 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 288 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 300 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 323 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 355 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 399 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 415 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 429 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 440 | except Exception: | CODE |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 665 | except Exception: | CODE |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 103 | except Exception: | CODE |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 117 | except Exception: | CODE |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 328 | except Exception as e: | CODE |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 441 | except Exception as e: | CODE |
| LOW | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 140 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 213 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 712 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 803 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …s/bionemo-kermt-finetune/scripts/run_finetune_local.py | 456 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 402 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 445 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 461 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | skills/bionemo-kermt-finetune/scripts/check_data.py | 180 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | skills/bionemo-kermt-finetune/scripts/check_data.py | 294 | except Exception as exc: # noqa: BLE001 | CODE |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 125 | except Exception as e: | CODE |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 160 | except Exception as e: | CODE |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 171 | except Exception as e: | CODE |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 178 | except Exception: | CODE |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 204 | except Exception as e: | CODE |
| LOW⚡ | skills/bionemo-kermt-finetune/scripts/_utils.py | 185 | except Exception as exc: # noqa: BLE001 | CODE |
| 542 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/scripts/verify_source_onboarding.py | 50 | CODE | |
| LOW | .github/scripts/verify_content_integrity.py | 25 | CODE | |
| LOW | .github/scripts/build-plugins.py | 55 | CODE | |
| LOW | .github/scripts/version-plugins.py | 50 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 30 | CODE | |
| LOW | …ub/scripts/marketplace/test_generate_skill_metadata.py | 30 | CODE | |
| LOW | …ynamo-interconnect-check/scripts/check_interconnect.py | 20 | CODE | |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 37 | CODE | |
| LOW | skills/nemotron-speech/scripts/main.py | 25 | CODE | |
| LOW | …thcare-agent-with-nemotron-voice-agent/evals/grader.py | 7 | CODE | |
| LOW | …t/references/appointment-making/tool-implementation.py | 6 | CODE | |
| LOW | …ice-agent/references/appointment-making/database/db.py | 11 | CODE | |
| LOW | …e-agent/references/appointment-making/database/seed.py | 11 | CODE | |
| LOW | …ferences/patient-intake/patient-intake-speech-guard.py | 6 | CODE | |
| LOW | …agent/references/patient-intake/tool-implementation.py | 6 | CODE | |
| LOW | …gent/references/custom/tool-implementation-template.py | 6 | CODE | |
| LOW | …-with-nemotron-voice-agent/tests/test_eval_contract.py | 6 | CODE | |
| LOW | …motron-voice-agent/tests/test_apply_template_safety.py | 6 | CODE | |
| LOW | …otron-voice-agent/scripts/run_expected_conversation.py | 7 | CODE | |
| LOW | …h-nemotron-voice-agent/scripts/nva_generic_defaults.py | 7 | CODE | |
| LOW | …on-voice-agent/scripts/inspect_nva_generic_defaults.py | 7 | CODE | |
| LOW | …on-voice-agent/scripts/verify_docker_compose_access.py | 7 | CODE | |
| LOW | …on-voice-agent/scripts/apply_generic_agent_template.py | 7 | CODE | |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 16 | CODE | |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 28 | CODE | |
| LOW | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 61 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 55 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 59 | CODE | |
| LOW | …s/bionemo-kermt-finetune/scripts/run_finetune_local.py | 47 | CODE | |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 71 | CODE | |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 81 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/check_data.py | 70 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/_utils.py | 10 | CODE | |
| LOW | skills/paidf-orchestration-setup/scripts/remote_k8s.py | 6 | CODE | |
| LOW | …lls/tao-run-on-kubernetes/scripts/render_action_job.py | 19 | CODE | |
| LOW | …cosmos-reason/tests/test_runtime_preflight_contract.py | 4 | CODE | |
| LOW | …netune-cosmos-reason/scripts/extract_cosmos_metrics.py | 7 | CODE | |
| LOW | …osmos-reason/scripts/prepare_cosmos3_vlm_checkpoint.py | 12 | CODE | |
| LOW | …reason/scripts/framework_evaluation_image_preflight.py | 14 | CODE | |
| LOW | …e-cosmos-reason/scripts/cosmos_rl_checkpoint_action.py | 13 | CODE | |
| LOW | …e-cosmos-reason/scripts/framework_checkpoint_action.py | 14 | CODE | |
| LOW | …ne-cosmos-reason/scripts/gate_docker_train_evaluate.py | 12 | CODE | |
| LOW | …s/vss-deploy-profile/scripts/normalize_resolved_yml.py | 52 | CODE | |
| LOW | skills/nv-reason-ct/scripts/run_nv_reason_ct.py | 7 | CODE | |
| LOW | …ffold-vss-service/scripts/scaffold_rtvi_vss_service.py | 12 | CODE | |
| LOW | skills/tao-run-automl/references/best_rec_adapter.py | 22 | CODE | |
| LOW | …ls/tao-run-automl/tests/test_resolve_automl_session.py | 4 | CODE | |
| LOW | skills/tao-run-automl/scripts/resolve_automl_session.py | 13 | CODE | |
| LOW | skills/hsb-flash/scripts/v2.0.0/make_manifest.py | 22 | CODE | |
| LOW | skills/jetson-inference-mem-tune/scripts/recommend.py | 29 | CODE | |
| LOW | …ills/data-designer/scripts/get_person_object_schema.py | 14 | CODE | |
| LOW | skills/dynamo-recipe-runner/scripts/recipe_tool.py | 7 | CODE | |
| LOW | …s/dynamo-router-starter/scripts/check_router_health.py | 7 | CODE | |
| LOW | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 41 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/list_anatomies.py | 31 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_ct_mask.py | 25 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_ct_from_mask.py | 24 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/_anatomy.py | 25 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/wrapper_utils.py | 23 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_ct_image.py | 24 | CODE | |
| 465 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | .github/scripts/version-plugins.py | 381 | except subprocess.CalledProcessError: | CODE |
| HIGH | .github/scripts/marketplace/generate-skill-metadata.py | 642 | except (KeyError, IndexError, TypeError, AttributeError): | CODE |
| HIGH | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 294 | except OSError: | CODE |
| HIGH | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 704 | except RuntimeError: | CODE |
| HIGH | …ice-agent/references/appointment-making/database/db.py | 47 | except ValueError: | CODE |
| HIGH | …on-voice-agent/scripts/verify_docker_compose_access.py | 110 | except (FileNotFoundError, subprocess.TimeoutExpired): | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 323 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 366 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 399 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 415 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 429 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 440 | except Exception: | CODE |
| HIGH | skills/skill-card-generator/scripts/discover_assets.py | 665 | except Exception: | CODE |
| HIGH | skills/bionemo-kermt-finetune/scripts/_utils.py | 233 | except FileNotFoundError: | CODE |
| HIGH | skills/paidf-orchestration-setup/scripts/remote_k8s.py | 169 | except json.JSONDecodeError: | CODE |
| HIGH | …lls/tao-run-on-kubernetes/scripts/render_action_job.py | 289 | except FileNotFoundError: | CODE |
| HIGH | …-validate-recipe-transfer/scripts/preprocess_parity.py | 59 | except json.JSONDecodeError: | CODE |
| HIGH | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 695 | except ValueError: | CODE |
| HIGH | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 1225 | except ValueError: | CODE |
| HIGH | skills/nv-generate-ct-rflow/scripts/wrapper_utils.py | 65 | except Exception: | CODE |
| HIGH | …dedupe-candidates/scripts/instance_candidate_finder.py | 1142 | except Exception: | CODE |
| HIGH | …d-validation-runner/scripts/usd_validation_executor.py | 215 | except ImportError: | CODE |
| HIGH | …d-validation-runner/scripts/usd_validation_executor.py | 236 | except ImportError: | CODE |
| HIGH | …ay-migrate-from-flow/scripts/migrate_from_nemo_flow.py | 317 | except FileNotFoundError: | CODE |
| HIGH | skills/bionemo-kermt-embed/scripts/_utils.py | 233 | except FileNotFoundError: | CODE |
| HIGH | …ls/tao-run-deft-aoi-cosmos3/scripts/init_deft_state.py | 402 | except OSError: | CODE |
| HIGH | skills/tao-run-deft-aoi-cosmos3/scripts/commit_stage.py | 61 | except OSError: | CODE |
| HIGH | skills/tao-run-deft-aoi-cosmos3/scripts/commit_stage.py | 77 | except OSError: | CODE |
| HIGH | …run-deft-aoi-cosmos3/scripts/filter_mined_by_cosine.py | 187 | except OSError: | CODE |
| HIGH | …/tao-run-deft-aoi-cosmos3/scripts/align_token_usage.py | 232 | except OSError: | CODE |
| HIGH | …ills/tao-run-deft-aoi-cosmos3/scripts/render_report.py | 731 | except OSError: | CODE |
| HIGH | …o-run-deft-aoi-cosmos3/scripts/record_metric_result.py | 58 | except OSError: | CODE |
| HIGH | …ills/bionemo-kermt-continue-pretrain/scripts/_utils.py | 233 | except FileNotFoundError: | CODE |
| HIGH | skills/bionemo-kermt-pretrain-scratch/scripts/_utils.py | 233 | except FileNotFoundError: | CODE |
| HIGH | …cal-optimization-api/assets/python/mps_solver/model.py | 120 | except (AttributeError, Exception): | CODE |
| HIGH | skills/hsb-ip-def/scripts/lib/parser.py | 177 | except ValueError: | CODE |
| HIGH | …lls/dicom-series-preflight/scripts/preflight_series.py | 215 | except (TypeError, ValueError): | CODE |
| HIGH | …/tao-run-deft-cr-its-mining/scripts/workflow_common.py | 80 | except OSError: | CODE |
| HIGH | …/tao-run-deft-cr-its-mining/scripts/workflow_common.py | 96 | except OSError: | CODE |
| HIGH | skills/vss-manage-alerts/scripts/alert-notify/server.py | 124 | except Exception: | CODE |
| HIGH | …ls/tao-mine-aoi-images/scripts/filter_mined_history.py | 63 | except OSError: | CODE |
| HIGH | …ls/tao-mine-aoi-images/scripts/filter_mined_history.py | 87 | except OSError: | CODE |
| HIGH | …/tao-run-deft-object-detection/scripts/commit_stage.py | 178 | except ValueError: | CODE |
| HIGH | …/tao-run-deft-object-detection/scripts/commit_stage.py | 272 | except OSError: | CODE |
| HIGH | …pstream-generate-pipeline/scripts/generate_pipeline.py | 390 | except OSError: | CODE |
| HIGH | …pstream-generate-pipeline/scripts/generate_pipeline.py | 388 | except OSError: | CODE |
| HIGH | skills/nv-reason-cxr/scripts/run_nv_reason_cxr.py | 457 | except Exception: | CODE |
| HIGH | …ferences/content-agents/scripts/openusd_upload_prep.py | 121 | except OSError: | CODE |
| HIGH | …erences/content-agents/scripts/content_agent_client.py | 945 | except Exception: | CODE |
| HIGH | …o-simready/references/simready-validate/scripts/run.py | 113 | except Exception: | CODE |
| HIGH | …-to-simready/references/preflight/scripts/preflight.py | 984 | except OSError: | CODE |
| HIGH | …-to-simready/references/preflight/scripts/preflight.py | 2496 | except OSError: | CODE |
| HIGH | skills/jetson-validate-image/scripts/uart_session.py | 59 | except ImportError: | CODE |
| HIGH | skills/jetson-validate-image/scripts/uart_session.py | 366 | except TimeoutError: | CODE |
| HIGH | skills/jetson-validate-image/scripts/uart_session.py | 374 | except OSError: | CODE |
| HIGH | …pstream-sop/references/test_api_endpoints_reference.py | 357 | except json.JSONDecodeError: | CODE |
| HIGH | skills/deepstream-sop/references/messager_reference.py | 104 | except Exception: | CODE |
| HIGH | …ls/deepstream-sop/references/triton_model_reference.py | 395 | except OSError: | CODE |
| HIGH | …ls/deepstream-sop/references/triton_model_reference.py | 419 | except OSError: | CODE |
| HIGH | …ills/bionemo-kermt-add-cmim-pretrain/scripts/_utils.py | 233 | except FileNotFoundError: | CODE |
| 42 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | plugins.d/_defaults.yml | 21 | # interface.websiteURL is omitted by default — duplicates `homepage` for | COMMENT |
| LOW | plugins.d/_defaults.yml | 41 | COMMENT | |
| LOW | plugins.d/nvidia-skills.yml | 41 | # | COMMENT |
| LOW | plugins.d/nvidia-skills.yml | 61 | # marketplace_enabled: | COMMENT |
| LOW | .github/external-contributors.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/dco.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/verify-authors.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/verify-authors.yml | 61 | # *@nvidia.com — corporate accounts | COMMENT |
| LOW | .github/workflows/generate-skill-metadata.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/verify-content-integrity.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 141 | if [ ! -s /tmp/rsynced-components.txt ]; then | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 161 | # - New skill (no prior version on main) → drop outright. | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 321 | fi | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 341 | # eval/h100.json + eval/nvidia_hosted.json | COMMENT |
| LOW | .github/workflows/sync-skills.yml | 421 | COMMENT | |
| LOW | .github/workflows/sync-skills.yml | 681 | fi | COMMENT |
| LOW | .github/workflows/verify-source-onboarding.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/validate-plugins.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/workflows/validate-plugins.yml | 81 | # Self-serve fix: run | COMMENT |
| LOW | .github/workflows/validate-plugins.yml | 101 | # # Codex marketplace and uses a different schema. | COMMENT |
| LOW | .github/workflows/validate-plugins.yml | 121 | # drift check above. Revisit if Cursor ships a validator CLI. | COMMENT |
| LOW | .github/scripts/prune-orphans.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | .github/scripts/aggregate_benchmarks.py | 21 | COMMENT | |
| LOW | .github/scripts/aggregate_benchmarks.py | 81 | # every v3 skill regardless of what it was evaluated against — a fabricated | COMMENT |
| LOW | .github/scripts/aggregate_benchmarks.py | 101 | # and the parser reads it again. | COMMENT |
| LOW | .github/scripts/regenerate-readme.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | .github/scripts/regenerate-readme.sh | 21 | # Row aggregation: | COMMENT |
| LOW | .github/scripts/manual-components.yml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 1001 | if entry is not None: | COMMENT |
| LOW | .github/scripts/marketplace/metadata-exclusions.yaml | 1 | # SPDX-License-Identifier: Apache-2.0 | COMMENT |
| LOW | .github/scripts/marketplace/metadata-exclusions.yaml | 21 | # Schema: | COMMENT |
| LOW | …ub/scripts/marketplace/test_generate_skill_metadata.py | 201 | ) | COMMENT |
| LOW | skills/dicom-series-to-volume/skill_manifest.yaml | 1 | # SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. | COMMENT |
| LOW | …lls/dicom-series-to-volume/scripts/series_to_volume.py | 1 | #!/usr/bin/env python3 | COMMENT |
| LOW | skills/nemotron-speech/scripts/main.py | 1 | #!/usr/bin/env python3 | COMMENT |
| LOW | skills/earth2studio-create-prognostic/evals/config.yml | 1 | # Harbor execution policy for earth2studio-create-prognostic live evals. | COMMENT |
| LOW | …tudio-create-prognostic/evals/targets/eval_1_target.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …tudio-create-prognostic/evals/targets/eval_2_target.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …te-prognostic/evals/targets/test/eval_2_test_target.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …te-prognostic/evals/targets/test/eval_1_test_target.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …h2studio-create-prognostic/references/testing-guide.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …udio-create-prognostic/references/skeleton-template.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …udio-create-prognostic/references/skeleton-template.py | 281 | # """Move model to device. | COMMENT |
| LOW | …udio-create-prognostic/references/skeleton-template.py | 341 | # Move to device | COMMENT |
| LOW | …tudio-create-prognostic/references/method-templates.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. | COMMENT |
| LOW | …tudio-create-prognostic/references/method-templates.py | 201 | # | COMMENT |
| LOW | skills/nv-generate-mr/skill_manifest.yaml | 1 | # SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. | COMMENT |
| LOW | skills/nv-generate-mr/tests/test_run_mr.py | 1 | # SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. | COMMENT |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 1 | #!/usr/bin/env python3 | COMMENT |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | …ills/bionemo-kermt-finetune/scripts/kermt_container.sh | 21 | # KERMT_IMAGE docker image tag (default: kermt:latest) | COMMENT |
| LOW | skills/tao-setup/scripts/install-codex-agents.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | skills/nemotron-customize/references/context/index.toml | 1 | # Context-pack index. Authored extracts of upstream library docs that the Act | COMMENT |
| LOW | …y-generator/assets/nemotron_system_prompt_template.txt | 1 | ### | COMMENT |
| LOW | …y-generator/assets/nemotron_system_prompt_template.txt | 21 | ### "/no_categories" via the chat-template kwarg. The reasoning flag ships as a | COMMENT |
| LOW | …y-generator/assets/nemotron_system_prompt_template.txt | 161 | model itself. | COMMENT |
| LOW | …rt-lightning/evals/files/gpu-device-lightning/model.py | 1 | # Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. | COMMENT |
| LOW | …rt-lightning/evals/files/gpu-device-lightning/train.py | 1 | # Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. | COMMENT |
| LOW | …convert-lightning/evals/files/hello-lightning/model.py | 1 | # Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. | COMMENT |
| 439 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | skills/nemotron-speech/references/asr.md | 172 | # Step 1: Export | COMMENT |
| LOW | skills/nemotron-speech/references/asr.md | 182 | # Step 2: Run from export | COMMENT |
| LOW | skills/earth2studio-create-prognostic/SKILL.md | 196 | ### Step 10 - Validation (if requested) | COMMENT |
| LOW | skills/earth2studio-create-prognostic/SKILL.md | 204 | ### Step 11 - PR (if requested) | COMMENT |
| LOW | …tudio-create-prognostic/references/validation-guide.md | 6 | ## Step 10 - Reference Comparison and Validation | COMMENT |
| LOW⚡ | …huggingface-model/references/phase-3-implementation.md | 350 | # Step 1: Get the TAO model's expected keys | COMMENT |
| LOW⚡ | …huggingface-model/references/phase-3-implementation.md | 353 | # Step 2: Build mapping (use regex for systematic patterns) | COMMENT |
| LOW⚡ | …huggingface-model/references/phase-3-implementation.md | 363 | # Step 3: Verify coverage | COMMENT |
| LOW | skills/nemo-mbridge-multi-node-slurm/SKILL.md | 149 | ### Step 1: Allocate the node | COMMENT |
| LOW | skills/nemo-mbridge-multi-node-slurm/SKILL.md | 157 | ### Step 2: Launch container shell | COMMENT |
| LOW | skills/nemo-mbridge-multi-node-slurm/SKILL.md | 169 | ### Step 3: Set up environment inside container | COMMENT |
| LOW | …ao-run-automl/references/automl-advanced-monitoring.md | 201 | ## Step 4: Monitor Progress | COMMENT |
| LOW | …ao-run-automl/references/automl-advanced-monitoring.md | 347 | ## Step 5: Interpret Results | COMMENT |
| LOW | …o-run-automl/references/automl-runner-configuration.md | 36 | ## Step 3: Configure and Run | COMMENT |
| LOW | …/tao-run-automl/references/automl-intent-algorithms.md | 17 | ## Step 1: Parse User Intent | COMMENT |
| LOW | …/tao-run-automl/references/automl-intent-algorithms.md | 279 | ## Step 2: Select Algorithm | COMMENT |
| LOW | skills/holoscan-install-conda/SKILL.md | 34 | ## Step 0: Consult the Official Install Instructions | COMMENT |
| LOW | skills/holoscan-install-conda/SKILL.md | 47 | ## Step 1: Prerequisites Check | COMMENT |
| LOW | skills/holoscan-install-conda/SKILL.md | 65 | ## Step 2: Create Environment and Install | COMMENT |
| LOW | skills/holoscan-install-conda/SKILL.md | 100 | ## Step 3: Run Python Tests | COMMENT |
| LOW | skills/holoscan-install-conda/SKILL.md | 143 | ## Step 4: Remind the User | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 41 | ## Step 1: Register dispatch interface | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 76 | ## Step 2: Implement cuTile backend | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 110 | ## Step 3: Register in `__init__.py` (CRITICAL) | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 130 | ## Step 4: Add tests | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 189 | ## Step 5: Add benchmark to tests/benchmark | COMMENT |
| LOW | skills/tilegym-adding-cutile-kernel/SKILL.md | 265 | ## Step 6: Verify | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 49 | ### Step 1: Separate Animation | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 79 | ### Step 2: Identify Asset Boundaries | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 187 | ### Step 4: Enable Instancing | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 221 | ### Step 5: Organize Materials into Libraries | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 251 | ### Step 6: Layer Domain-Specific Data | COMMENT |
| LOW | …ure-assessment/references/factory-level-structuring.md | 285 | ### Step 7: Object Handling | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 151 | ## Step 1 - Determine standalone runtime | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 202 | ## Step 2 - Interpret status | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 235 | ## Step 3 - Verify standalone path | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 242 | ## Step 4 - Verify the opt-in Kit profiling root | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 255 | ## Step 5 - Continue workflow | COMMENT |
| LOW | …ning/references/setup-usd-performance-tuning/README.md | 267 | ## Step 6 - Print the runtime context header before continuing | COMMENT |
| LOW | skills/paidf-augmentation/SKILL.md | 210 | ### Step 1: Verify, Build, and Launch the Docker Container | COMMENT |
| LOW | skills/paidf-augmentation/SKILL.md | 289 | ### Step 2: Validate, Then Run (Inside the Container) | COMMENT |
| LOW | …/paidf-augmentation/references/config-decision-tree.md | 5 | ## Step 1: Determine the Pipeline from Input Type | COMMENT |
| LOW | …/paidf-augmentation/references/config-decision-tree.md | 31 | ## Step 2: Choose a Config | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 27 | ### Step 0: Verify Docker Runs Without sudo | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 117 | ### Step 1: Login to NGC | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 126 | ### Step 2: Download VGGT Model (If Not Already Present) | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 163 | ### Step 3: Configure Compose Environment Variables | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 234 | ### Step 4: Set Directory Permissions | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 261 | ### Step 5: Launch Services | COMMENT |
| LOW | skills/amc-setup-calibration-stack/SKILL.md | 293 | ### Step 6: Verify Services Are Running | COMMENT |
| LOW | skills/vss-query-analytics/SKILL.md | 93 | # Step 1: initialize — get session ID from response HEADER | COMMENT |
| LOW | skills/vss-query-analytics/SKILL.md | 100 | # Step 2: call the tool using the session ID in the header | COMMENT |
| LOW | …ponents/osmo-cli/tests/orchestrator-runtime-failure.md | 106 | ### Step 1: Main agent spawns workflow expert — Resource Check → Submit | COMMENT |
| LOW | …ponents/osmo-cli/tests/orchestrator-runtime-failure.md | 123 | ### Step 2: Main agent monitors inline — user sees live status updates | COMMENT |
| LOW | …ponents/osmo-cli/tests/orchestrator-runtime-failure.md | 137 | ### Step 3: Main agent resumes workflow expert — Failure Diagnosis | COMMENT |
| LOW | …ponents/osmo-cli/tests/orchestrator-runtime-failure.md | 157 | ### Step 4: Main agent resumes inline monitoring | COMMENT |
| LOW | …ponents/osmo-cli/tests/orchestrator-runtime-failure.md | 166 | ### Step 5: Main agent reports results | COMMENT |
| LOW | …ient-scaling/components/osmo-cli/agents/logs-reader.md | 23 | ## Step 1: Determine task list (only when told `"auto"`) | COMMENT |
| LOW | …ient-scaling/components/osmo-cli/agents/logs-reader.md | 37 | ## Step 2: Fetch logs | COMMENT |
| LOW | …ient-scaling/components/osmo-cli/agents/logs-reader.md | 58 | ## Step 3: Fetch workflow spec (optional, when logs are ambiguous) | COMMENT |
| 201 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …ynamo-interconnect-check/scripts/check_interconnect.py | 285 | "command -v nixlbench nixl_test 2>/dev/null; ls /usr/local/nixl 2>/dev/null", | CODE |
| HIGH⚡ | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 40 | "ckpt": str | null, // container path of the checkpoint file | STRING |
| HIGH⚡ | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 41 | "vocab_dir": str | null, // == out (where the vocab files live) | STRING |
| HIGH⚡ | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 45 | "ckpt_bytes": int | null, | STRING |
| HIGH⚡ | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 47 | "license": str | null, | STRING |
| HIGH⚡ | …bionemo-kermt-finetune/scripts/fetch_released_model.py | 48 | "license_url": str | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 50 | "hidden_size": int | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 51 | "depth": int | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 52 | "num_attn_head": int | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 53 | "latent_dim": int | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 54 | "activation": str | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 55 | "backbone": str | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 56 | "embedding_output_type": str | null, | STRING |
| HIGH⚡ | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 59 | "saved_args": { ... } | null, // raw args dict if present, else null | STRING |
| HIGH | skills/bionemo-kermt-finetune/scripts/check_data.py | 48 | "smiles_column_name": str | null, // actual header used (may differ in case) | STRING |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 992 | f"if unsquashfs -cat {quoted_path} {quoted_entry} 2>/dev/null; then " | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 2202 | '[[ -z "$controller_pid" ]] || kill "$controller_pid" 2>/dev/null || true', | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 2577 | f'{digest}="$({repo_digest_command} 2>/dev/null || true)"', | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 2579 | f' {digest}="$({image_id_command} 2>/dev/null || true)"', | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 3201 | host = "command -v docker >/dev/null && docker version >/dev/null" | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 3587 | and comment.lower() not in {"(null)", "none", "n/a"} | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 4960 | f'"$(sha256sum -- {shlex.quote(preparation_sqsh)} 2>/dev/null)"; then' | CODE |
| HIGH | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 5024 | "ulimit -l unlimited 2>/dev/null || true", | CODE |
| HIGH⚡ | …ffold-vss-service/scripts/scaffold_rtvi_vss_service.py | 48 | RUN apt-get update && apt-get install -y --no-install-recommends \\ | STRING |
| HIGH⚡ | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 40 | "ckpt": str | null, // container path of the checkpoint file | STRING |
| HIGH⚡ | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 41 | "vocab_dir": str | null, // == out (where the vocab files live) | STRING |
| HIGH⚡ | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 45 | "ckpt_bytes": int | null, | STRING |
| HIGH⚡ | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 47 | "license": str | null, | STRING |
| HIGH⚡ | …ls/bionemo-kermt-embed/scripts/fetch_released_model.py | 48 | "license_url": str | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 50 | "hidden_size": int | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 51 | "depth": int | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 52 | "num_attn_head": int | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 53 | "latent_dim": int | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 54 | "activation": str | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 55 | "backbone": str | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 56 | "embedding_output_type": str | null, | STRING |
| HIGH⚡ | skills/bionemo-kermt-embed/scripts/check_checkpoint.py | 59 | "saved_args": { ... } | null, // raw args dict if present, else null | STRING |
| HIGH | skills/bionemo-kermt-embed/scripts/check_data.py | 48 | "smiles_column_name": str | null, // actual header used (may differ in case) | STRING |
| HIGH⚡ | …ermt-continue-pretrain/scripts/fetch_released_model.py | 40 | "ckpt": str | null, // container path of the checkpoint file | STRING |
| HIGH⚡ | …ermt-continue-pretrain/scripts/fetch_released_model.py | 41 | "vocab_dir": str | null, // == out (where the vocab files live) | STRING |
| HIGH⚡ | …ermt-continue-pretrain/scripts/fetch_released_model.py | 45 | "ckpt_bytes": int | null, | STRING |
| HIGH⚡ | …ermt-continue-pretrain/scripts/fetch_released_model.py | 47 | "license": str | null, | STRING |
| HIGH⚡ | …ermt-continue-pretrain/scripts/fetch_released_model.py | 48 | "license_url": str | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 50 | "hidden_size": int | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 51 | "depth": int | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 52 | "num_attn_head": int | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 53 | "latent_dim": int | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 54 | "activation": str | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 55 | "backbone": str | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 56 | "embedding_output_type": str | null, | STRING |
| HIGH⚡ | …mo-kermt-continue-pretrain/scripts/check_checkpoint.py | 59 | "saved_args": { ... } | null, // raw args dict if present, else null | STRING |
| HIGH | …/bionemo-kermt-continue-pretrain/scripts/check_data.py | 48 | "smiles_column_name": str | null, // actual header used (may differ in case) | STRING |
| HIGH | …ao-data-io/references/tests/test_selective_download.py | 28 | # 4 rows, with a duplicate video and a null, to exercise dedup + null drop | COMMENT |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 50 | "hidden_size": int | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 51 | "depth": int | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 52 | "num_attn_head": int | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 53 | "latent_dim": int | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 54 | "activation": str | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 55 | "backbone": str | null, | STRING |
| HIGH⚡ | …emo-kermt-pretrain-scratch/scripts/check_checkpoint.py | 56 | "embedding_output_type": str | null, | STRING |
| 35 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/scripts/verify_source_onboarding.py | 313 | CODE | |
| LOW | .github/scripts/build-plugins.py | 156 | CODE | |
| LOW | .github/scripts/aggregate_benchmarks.py | 146 | CODE | |
| LOW | .github/scripts/version-plugins.py | 267 | CODE | |
| LOW | .github/scripts/version-plugins.py | 642 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 193 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 247 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 703 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 843 | CODE | |
| LOW | .github/scripts/marketplace/generate-skill-metadata.py | 453 | CODE | |
| LOW | …/tao-run-on-virtualenv/references/virtualenv_runner.py | 315 | CODE | |
| LOW | …e-agent/references/appointment-making/database/seed.py | 31 | CODE | |
| LOW | …h-nemotron-voice-agent/scripts/nva_generic_defaults.py | 481 | CODE | |
| LOW | …on-voice-agent/scripts/apply_generic_agent_template.py | 972 | CODE | |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 304 | CODE | |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 328 | CODE | |
| LOW | skills/skill-card-generator/scripts/discover_assets.py | 449 | CODE | |
| LOW | skills/skill-card-generator/scripts/render_card.py | 143 | CODE | |
| LOW | skills/skill-card-generator/scripts/render_card.py | 158 | CODE | |
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 205 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/prepare_data.py | 687 | CODE | |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 130 | CODE | |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 212 | CODE | |
| LOW | …lls/bionemo-kermt-finetune/scripts/check_checkpoint.py | 311 | CODE | |
| LOW | skills/bionemo-kermt-finetune/scripts/check_data.py | 148 | CODE | |
| LOW | …lls/bionemo-codonfm-finetune/scripts/prepare_ribonn.py | 89 | CODE | |
| LOW | …netune-cosmos-reason/scripts/extract_cosmos_metrics.py | 152 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 2267 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 2839 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 3522 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 4339 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 5391 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 6118 | CODE | |
| LOW | …/tao-finetune-cosmos-reason/scripts/cosmos_workflow.py | 5422 | CODE | |
| LOW | …ason/scripts/evaluate_video_conversation_single_gpu.py | 58 | CODE | |
| LOW | …-finetune-cosmos-reason/scripts/evaluation_workflow.py | 145 | CODE | |
| LOW | …-finetune-cosmos-reason/scripts/evaluation_workflow.py | 532 | CODE | |
| LOW | …ls/tao-finetune-cosmos-reason/scripts/cosmos_common.py | 99 | CODE | |
| LOW | …ls/tao-finetune-cosmos-reason/scripts/cosmos_common.py | 306 | CODE | |
| LOW | …s/vss-deploy-profile/scripts/normalize_resolved_yml.py | 60 | CODE | |
| LOW | skills/nv-reason-ct/scripts/run_nv_reason_ct.py | 224 | CODE | |
| LOW | …deepstream-profile-pipeline/scripts/capacity_report.py | 168 | CODE | |
| LOW | …deepstream-profile-pipeline/scripts/capacity_report.py | 199 | CODE | |
| LOW | …deepstream-profile-pipeline/scripts/capacity_report.py | 260 | CODE | |
| LOW | skills/jetson-inference-mem-tune/scripts/recommend.py | 190 | CODE | |
| LOW | …-validate-recipe-transfer/scripts/preprocess_parity.py | 295 | CODE | |
| LOW | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 1397 | CODE | |
| LOW | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 1546 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_ct_mask.py | 146 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_rflow_ct.py | 134 | CODE | |
| LOW | …tation-candidates/scripts/mesh_fragmentation_finder.py | 245 | CODE | |
| LOW | …dedupe-candidates/scripts/instance_candidate_finder.py | 423 | CODE | |
| LOW | …dedupe-candidates/scripts/instance_candidate_finder.py | 532 | CODE | |
| LOW | …dedupe-candidates/scripts/instance_candidate_finder.py | 967 | CODE | |
| LOW | …dedupe-candidates/scripts/instance_candidate_finder.py | 247 | CODE | |
| LOW | …ences/usd-optimize-run-operations/scripts/run_batch.py | 301 | CODE | |
| LOW | …erences/optimization-report/scripts/validate_report.py | 195 | CODE | |
| LOW | …erences/optimization-report/scripts/validate_report.py | 307 | CODE | |
| LOW | …imization-report/scripts/descent_convergence_common.py | 70 | CODE | |
| LOW | …e-tuning/references/report-templates/render_preview.py | 205 | CODE | |
| 209 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | .github/workflows/sync-skills.yml | 342 | # (RAG Blueprint pattern), benchmark/evals.json | COMMENT |
| MEDIUM | .github/workflows/verify-source-onboarding.yml | 17 | # how paidf-orchestration (#507) carried the same defect in all four skills. | COMMENT |
| MEDIUM⚡ | skills/nemotron-speech/references/tts-pipelines.md | 262 | # Step 2 — probe zero-shot capability with a minimal dummy request | COMMENT |
| MEDIUM⚡ | skills/nemotron-speech/references/tts-pipelines.md | 264 | # UNIMPLEMENTED / "not supported" → model does not support zero-shot → BLOCKED | COMMENT |
| MEDIUM⚡ | skills/nemotron-speech/references/tts-pipelines.md | 281 | # Unexpectedly succeeded — zero-shot is supported | COMMENT |
| MEDIUM⚡ | skills/nemotron-speech/references/tts-pipelines.md | 293 | # but rejected our dummy input — zero-shot IS available on this model | COMMENT |
| MEDIUM | …t-huggingface-model/references/workflow-consistency.md | 90 | → launch(args, unknown_args, subtasks) # orchestrates execution | CODE |
| MEDIUM | skills/paidf-orchestration-setup/BENCHMARK.md | 1 | # Skill Benchmark: paidf-orchestration-setup | COMMENT |
| MEDIUM | skills/paidf-orchestration-setup/BENCHMARK.md | 73 | - **MEDIUM** SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/paidf-orchestratio | CODE |
| MEDIUM | skills/paidf-orchestration-setup/BENCHMARK.md | 74 | - **MEDIUM** SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (`skills/paidf-orchestration-se | CODE |
| MEDIUM | skills/doca-setup/CAPABILITIES.md | 89 | | First-app workflow | `/opt/mellanox/doca/samples/` is empty, missing, or `ls` returns `No such file or directory` on a | CODE |
| MEDIUM | skills/doca-setup/TASKS.md | 31 | **Step 0 — scale gate (run this BEFORE the five-leaf walk).** First decide *persona and scale*, because the five leaves | CODE |
| MEDIUM | skills/doca-setup/TASKS.md | 349 | - **`deploy` / `rollback` at fleet scale.** Provisioning multiple BlueFields, coordinated firmware/BFB updates across a | CODE |
| MEDIUM | skills/doca-bare-metal-deployment/SKILL.md | 79 | [`doca-public-knowledge-map ## Deploying DOCA services at scale`](../doca-public-knowledge-map/references/map.md#deplo | CODE |
| MEDIUM | skills/nemotron-customize/references/act/PROJECT.md | 1 | # Project scaffold brief | COMMENT |
| MEDIUM | …emotron-policy-generator/references/policy_patterns.md | 10 | ## Enterprise RAG over internal docs | COMMENT |
| MEDIUM | …emotron-policy-generator/references/policy_patterns.md | 59 | 3. Note the archetype choice in the `# Assumptions` block ("Starting point: enterprise RAG archetype; customized for [us | CODE |
| MEDIUM | …ohub-module-lifecycle/references/module-development.md | 22 | ## External scaffold | COMMENT |
| MEDIUM | skills/rtvi-cv-scaffold-vss-service/BENCHMARK.md | 1 | # Skill Benchmark: rtvi-cv-scaffold-vss-service | COMMENT |
| MEDIUM | skills/rtvi-cv-scaffold-vss-service/SKILL.md | 331 | ## Implementation guardrails | COMMENT |
| MEDIUM⚡ | …ffold-vss-service/scripts/scaffold_rtvi_vss_service.py | 42 | """# Custom RTVI CV microservice — DeepStream pipeline running YOLO26 | STRING |
| MEDIUM | …ffold-vss-service/scripts/scaffold_rtvi_vss_service.py | 129 | # This scaffold defaults to RTSP: type=4 and [streammux] live-source=1. | STRING |
| MEDIUM | …tao-run-automl/references/automl-preflight-concepts.md | 126 | # With LLM/agentic algorithms, append ,llm to the resolved extra: | COMMENT |
| MEDIUM | …ills/tao-run-inference-service/references/request.yaml | 211 | # OpenAI-compatible /v1/chat/completions API of the inference microservice | COMMENT |
| MEDIUM | …ills/tao-run-inference-service/references/request.yaml | 235 | # Reject anything that isn't the registered local microservice URL. | COMMENT |
| MEDIUM | …ills/tao-run-inference-service/references/request.yaml | 246 | with urllib.request.urlopen(req, timeout=300) as resp: # local microservice only | CODE |
| MEDIUM | …o-validate-recipe-transfer/references/recipe_spec.yaml | 149 | baseline: "" # pretrained/zero-shot baseline number to beat | CODE |
| MEDIUM | skills/doca-flow/CAPABILITIES.md | 27 | snapshot — skipping this is the #1 hallucination) and **validate before | CODE |
| MEDIUM | …mniverse-usd-performance-tuning/references/workflow.md | 794 | ### Phase 7 - Iterate (default 3 scoped passes, post-report, agent-orchestration only) | COMMENT |
| MEDIUM | skills/amc-setup-calibration-stack/SKILL.md | 303 | # Wait for microservice readiness. Cold image pulls or first startup can need | COMMENT |
| MEDIUM | skills/nemotron-asr-finetune/scripts/main.py | 260 | # ROUTES are declared so the orchestration workflow is last (highest index). | COMMENT |
| MEDIUM | …and-resilient-scaling/components/osmo-cli/reference.md | 10 | - [Use Case: Orchestrate a Workflow End-to-End](#use-case-orchestrate-a-workflow-end-to-end) | CODE |
| MEDIUM | …un-deft-aoi-cosmos3/references/example_sft_config.toml | 19 | # Shown at iteration N, i.e. AFTER zero-shot Proxy evaluate + Proxy RCA + | COMMENT |
| MEDIUM⚡ | …n-deft-aoi-cosmos3/references/example_lora_config.toml | 11 | # Shown at iteration N, i.e. AFTER zero-shot Proxy evaluate + Proxy RCA + | COMMENT |
| MEDIUM⚡ | …n-deft-aoi-cosmos3/references/example_lora_config.toml | 15 | # not a pre-zero-shot Train annotation) and `output_dir` is unbound. No Train | COMMENT |
| MEDIUM⚡ | …n-deft-aoi-cosmos3/references/example_lora_config.toml | 16 | # job runs before zero-shot Proxy. | COMMENT |
| MEDIUM | …ferences/cae-cfd-visualization/streaming-cae-viewer.md | 136 | ### Render-loop stability (guardrails any streaming viewer needs) | COMMENT |
| MEDIUM | skills/amc-run-rtsp-calibration/SKILL.md | 107 | # Running AMC microservice container environment. | COMMENT |
| MEDIUM | …ooks/warehouse/auto_labeling/auto_labeling_config.yaml | 53 | # No COCO-80 class for scissor lifts, ladders, or scaffolding — see README warnings. | COMMENT |
| MEDIUM | skills/vss-summarize-video/SKILL.md | 205 | ## Step 2 — Primary: video summarization microservice with HITL | COMMENT |
| MEDIUM | …s/vss-summarize-video/references/end-to-end-example.md | 21 | # ── Primary path: video summarization microservice with HITL ── | COMMENT |
| MEDIUM | skills/paidf-orchestration-write-dag/BENCHMARK.md | 1 | # Skill Benchmark: paidf-orchestration-write-dag | COMMENT |
| MEDIUM | skills/paidf-orchestration-write-dag/BENCHMARK.md | 73 | - **MEDIUM** SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/paidf-orchestratio | CODE |
| MEDIUM | skills/bionemo-genmol-nim/references/api.md | 49 | safe_str = sf.encode("C1CC(=O)NC1") # pyrrolidinone scaffold | CODE |
| MEDIUM | skills/bionemo-kermt-pretrain-scratch/SKILL.md | 11 | # 500-line / 5000-token cap for skill files. Most of the orchestration is | COMMENT |
| MEDIUM | …deft-object-detection/references/pipeline-and-state.md | 242 | │ ├── inference/labels/*.txt # zero-shot predictions (KITTI, 15 fields + score) | CODE |
| MEDIUM | …t-object-detection/scripts/tests/test_state_machine.sh | 19 | # read_before_action, because that pair is the only instruction the orchestrating | COMMENT |
| MEDIUM | …deft-object-detection/assets/train_grounding_dino.yaml | 24 | pretrained_model_path: null # set to the zero-shot checkpoint at init | CODE |
| MEDIUM | skills/rag-eval/SKILL.md | 34 | # On-disk RAG evaluation (`corpus/` + `train.json`) | COMMENT |
| MEDIUM | skills/doca-programming-guide/CAPABILITIES.md | 91 | - **Quote the version observed, never "latest" and never agent memory.** API names, sample filenames, and capability ava | CODE |
| MEDIUM | skills/doca-programming-guide/TASKS.md | 506 | - **`deploy` / `rollback` at fleet scale.** Provisioning multiple BlueFields, coordinated firmware / BFB updates across | CODE |
| MEDIUM | skills/rag-perf/SKILL.md | 35 | # RAG-Perf — config-driven perf benchmark CLI | COMMENT |
| MEDIUM | skills/doca-version/CAPABILITIES.md | 233 | | `pkg-config --modversion doca-common` returns *X*; `ls /opt/mellanox/doca/samples/` errors with `No such file or direc | CODE |
| MEDIUM | skills/doca-version/SKILL.md | 124 | 1. Cite the **four-source detection chain** from [`CAPABILITIES.md ## Capabilities and modes`](CAPABILITIES.md#capabilit | CODE |
| MEDIUM | …ls/paidf-auto-labeling/references/stages/guardrails.md | 1 | # Stage configuration guardrails | COMMENT |
| MEDIUM | …to-labeling/references/stages/referring-expressions.md | 14 | - [Guardrails](#guardrails) | CODE |
| MEDIUM | …to-labeling/references/stages/grounding-2d-patterns.md | 25 | ## Images and orchestration | COMMENT |
| MEDIUM⚡ | skills/tilegym-cutile-python/BENCHMARK.md | 105 | vs "# ============================================================" in orchestration/composer_agent.md (lines 100-105) | CODE |
| MEDIUM⚡ | skills/tilegym-cutile-python/BENCHMARK.md | 107 | "# ============================================================" in orchestration/composer_agent.md (lines 64-71) | CODE |
| MEDIUM⚡ | skills/tilegym-cutile-python/BENCHMARK.md | 108 | vs "# ============================================================" in orchestration/composer_agent.md (lines 74-81) ( | CODE |
| 21 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | .github/external-contributors.yml | 13 | # This file is always read from the tip of the target (base) branch by | COMMENT |
| MEDIUM | skills/doca-comm-channel-admin/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-rmax/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-flow-tune/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-socket-relay/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-spcx-cc/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-firefly/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/hsb-flash/scripts/v2.0.0/local_manifest.py | 17 | # Create a manifest.yaml that trains the local downloader to | COMMENT |
| MEDIUM | …ills/tao-run-inference-service/references/request.yaml | 2 | # This file contains only data: endpoint definitions, request schema, and response shapes. | COMMENT |
| MEDIUM | …ills/tao-run-inference-service/references/service.yaml | 2 | # This file contains only data: image mappings, schema definitions, valid values, | COMMENT |
| MEDIUM | skills/doca-argus/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-sha-offload-engine/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-pcc-counters/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-dpa-hl-tracer/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-gpi/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-flow/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-rdmi/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-erasure-coding/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-urom-svc/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-flow-grpc-server/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-dpdk-bridge/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-rdma/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-bench/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-comch/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-flow-perf/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-telemetry-exporter/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-dpa/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-telemetry/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | …les/g11_stage_pipeline/src/stage_pipeline/reduction.py | 10 | # This module is always launched at BLOCK_DIM, so declare it as the module | COMMENT |
| MEDIUM | …les/g11_stage_pipeline/src/stage_pipeline/transport.py | 10 | # This module is always launched at BLOCK_DIM, so declare it as the module | COMMENT |
| MEDIUM | …iles/g11_stage_pipeline/src/stage_pipeline/geometry.py | 10 | # This module is always launched at BLOCK_DIM, so declare it as the module | COMMENT |
| MEDIUM | …iles/g11_stage_pipeline/src/stage_pipeline/spectral.py | 14 | # This module is always launched at BLOCK_DIM, so declare it as the module | COMMENT |
| MEDIUM | …es/g11_stage_pipeline/src/stage_pipeline/statistics.py | 10 | # This module is always launched at BLOCK_DIM, so declare it as the module | COMMENT |
| MEDIUM | skills/doca-verbs/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-pcc/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-flow-dpa-perf/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-bench-extension/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-gpunetio/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-argp/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-caps/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-pcc-ztr-rttcc-algo/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-sha/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-telemetry-utils/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-gpunetio-ib-write-bw/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | …f/evals/files/cudf-pivot-melt/code/reshape_analysis.py | 69 | # Create a multi-index aggregation | COMMENT |
| MEDIUM | skills/doca-flow-dpa-provider/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM⚡ | …te-datasource/evals/targets/test/eval_4_test_target.py | 85 | # Create a fake NetCDF file in tmp_path | COMMENT |
| MEDIUM | skills/doca-dms/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-dma/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-eth/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-devemu/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-gpunetio-ib-write-lat/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-mgmt/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-aes-gcm/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-common/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-urom/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-sta/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/doca-compress/SKILLCARD.yaml | 3 | # This file is generated by `runner/build_skillcards.py`; do not hand-edit. | COMMENT |
| MEDIUM | skills/tao-run-deft-aoi/references/baseline_spec.yaml | 4 | # This file is the source of truth for model architecture, lighting layout, | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ploy-detection-tracking-2d/scripts/run_app_and_wait.sh | 12 | # Usage: | COMMENT |
| LOW | …ection-tracking-2d/scripts/prelaunch_nvinfer_engine.sh | 21 | # Usage: | COMMENT |
| LOW | …oy-detection-tracking-2d/scripts/apply_in_container.sh | 15 | # Usage: | COMMENT |
| LOW | …-detection-tracking-2d/scripts/cache_nvinfer_engine.sh | 18 | # Usage: | COMMENT |
| LOW | …loy-detection-tracking-2d/scripts/update_batch_size.sh | 11 | # Usage: | COMMENT |
| LOW | …etection-tracking-2d/scripts/start_app_in_container.sh | 16 | # Usage: | COMMENT |
| LOW | …detection-tracking-2d/scripts/synthesize_docker_run.sh | 18 | # Usage: | COMMENT |
| LOW | …deploy-detection-tracking-2d/scripts/setup_sparse4d.sh | 11 | # Usage: | COMMENT |
| LOW | …oy-detection-tracking-2d/scripts/setup_tracker_reid.sh | 35 | # Usage: | COMMENT |
| LOW | …ss-deploy-detection-tracking-2d/scripts/setup_gdino.sh | 11 | # Usage: | COMMENT |
| LOW | …oy-detection-tracking-2d/scripts/update_output_sink.sh | 13 | # Usage: | COMMENT |
| LOW | …oy-detection-tracking-2d/scripts/clean_engine_cache.sh | 25 | # Usage: | COMMENT |
| LOW | …y-detection-tracking-2d/scripts/check_container_gpu.sh | 23 | # Usage: | COMMENT |
| LOW | …vss-deploy-detection-tracking-2d/scripts/render_box.sh | 20 | # Usage: | COMMENT |
| LOW | …-detection-tracking-2d/scripts/write_deployment_log.sh | 25 | # Usage: | COMMENT |
| LOW | …eploy-detection-tracking-2d/scripts/collect_metrics.sh | 15 | # Usage: | COMMENT |
| LOW | skills/jetson-package/scripts/artifact_hints.sh | 10 | # Usage: | COMMENT |
| LOW | …deo-data-augmentation/scripts/preflight_credentials.sh | 16 | # Usage: | COMMENT |
| LOW | skills/jetson-diagnostic/scripts/snapshot.sh | 10 | # Usage: | COMMENT |
| LOW | skills/jetson-diagnostic/scripts/mem_summary.sh | 14 | # Usage: | COMMENT |
| LOW | skills/jetson-headless-mode/scripts/apply.sh | 10 | # Usage: | COMMENT |
| LOW | skills/jetson-headless-mode/scripts/plan.sh | 13 | # Usage: | COMMENT |
| LOW | …t-object-detection/scripts/tests/test_state_machine.sh | 31 | # Usage: | COMMENT |
| LOW | …fect-image-generation/scripts/preflight_credentials.sh | 32 | # Usage: | COMMENT |
| LOW | …ect-image-generation/scripts/preflight_pod_template.sh | 14 | # Usage: | COMMENT |
| LOW | skills/jetson-memory-audit/scripts/drop_caches.sh | 18 | # Usage: | COMMENT |
| LOW | skills/deepstream-import-vision-model/install.sh | 22 | # Usage: | COMMENT |
| LOW | …ls/deepstream-import-vision-model/scripts/preflight.sh | 15 | # Usage: | COMMENT |
| LOW | …am-import-vision-model/scripts/model/ngc-list-files.sh | 21 | # Usage: | COMMENT |
| LOW | …eam-import-vision-model/scripts/model/hf-list-files.sh | 22 | # Usage: | COMMENT |
| LOW | …mport-vision-model/scripts/model/hf-download-config.sh | 21 | # Usage: | COMMENT |
| LOW | …ream-import-vision-model/scripts/model/ngc-download.sh | 22 | # Usage: | COMMENT |
| LOW | …eepstream-import-vision-model/scripts/model/cleanup.sh | 27 | # Usage: | COMMENT |
| LOW | …stream-import-vision-model/scripts/report/md-to-pdf.sh | 21 | # Usage: | COMMENT |
| LOW | …eam-import-vision-model/scripts/deepstream/ds-sweep.sh | 37 | # Usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | skills/tao-finetune-huggingface-model/SKILL.md | 116 | emit_unit_tests: false # tests/ with fake-data heterogeneous-batch tests | CODE |
| LOW | …gingface-model/references/workflow-intake-preflight.md | 75 | emit_unit_tests: false # tests/ with fake-data heterogeneous-batch tests | CODE |
| LOW | …s/tao-finetune-huggingface-model/references/testing.md | 201 | tmp = tmp_path_factory.mktemp("fake_data") | CODE |
| LOW⚡ | …te-datasource/evals/targets/test/eval_4_test_target.py | 83 | fake_data = np.full((181, 360), 273.15, dtype=np.float32) | CODE |
| LOW⚡ | …te-datasource/evals/targets/test/eval_4_test_target.py | 86 | fake_ds = xr.Dataset({"temperature": (["lat", "lon"], fake_data)}) | CODE |
| LOW | …te-datasource/evals/targets/test/eval_4_test_target.py | 106 | np.testing.assert_allclose(data.sel(variable="t2m").values[0], fake_data) | CODE |
| LOW | …te-datasource/evals/targets/test/eval_4_test_target.py | 107 | np.testing.assert_allclose(data.sel(variable="msl").values[0], fake_data) | CODE |
| LOW⚡ | skills/nv-segment-ctmr/tests/test_run_ctmr.py | 67 | expected.write_bytes(b"placeholder") | CODE |
| LOW | skills/tao-train-pointpillars/schemas/train.schema.json | 99 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/train.schema.json | 524 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/train.schema.json | 659 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/train.schema.json | 708 | "placeholder" | CODE |
| LOW | …train-pointpillars/schemas/dataset_convert.schema.json | 99 | "placeholder" | CODE |
| LOW | …train-pointpillars/schemas/dataset_convert.schema.json | 524 | "placeholder" | CODE |
| LOW | …train-pointpillars/schemas/dataset_convert.schema.json | 659 | "placeholder" | CODE |
| LOW | …train-pointpillars/schemas/dataset_convert.schema.json | 708 | "placeholder" | CODE |
| LOW | …-train-pointpillars/schemas/gen_trt_engine.schema.json | 99 | "placeholder" | CODE |
| LOW | …-train-pointpillars/schemas/gen_trt_engine.schema.json | 535 | "placeholder" | CODE |
| LOW | …-train-pointpillars/schemas/gen_trt_engine.schema.json | 670 | "placeholder" | CODE |
| LOW | …-train-pointpillars/schemas/gen_trt_engine.schema.json | 719 | "placeholder" | CODE |
| LOW | …ls/tao-train-pointpillars/schemas/evaluate.schema.json | 99 | "placeholder" | CODE |
| LOW | …ls/tao-train-pointpillars/schemas/evaluate.schema.json | 531 | "placeholder" | CODE |
| LOW | …ls/tao-train-pointpillars/schemas/evaluate.schema.json | 666 | "placeholder" | CODE |
| LOW | …ls/tao-train-pointpillars/schemas/evaluate.schema.json | 715 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/prune.schema.json | 99 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/prune.schema.json | 528 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/prune.schema.json | 663 | "placeholder" | CODE |
| LOW | skills/tao-train-pointpillars/schemas/prune.schema.json | 712 | "placeholder" | CODE |
| LOW | …lls/tao-train-pointpillars/schemas/retrain.schema.json | 99 | "placeholder" | CODE |
| LOW | …lls/tao-train-pointpillars/schemas/retrain.schema.json | 524 | "placeholder" | CODE |
| LOW | …lls/tao-train-pointpillars/schemas/retrain.schema.json | 659 | "placeholder" | CODE |
| LOW | …lls/tao-train-pointpillars/schemas/retrain.schema.json | 708 | "placeholder" | CODE |
| LOW | …ills/tao-train-pointpillars/schemas/export.schema.json | 99 | "placeholder" | CODE |
| LOW | …ills/tao-train-pointpillars/schemas/export.schema.json | 535 | "placeholder" | CODE |
| LOW | …ills/tao-train-pointpillars/schemas/export.schema.json | 670 | "placeholder" | CODE |
| LOW | …ills/tao-train-pointpillars/schemas/export.schema.json | 719 | "placeholder" | CODE |
| LOW | …s/tao-train-pointpillars/schemas/inference.schema.json | 99 | "placeholder" | CODE |
| LOW | …s/tao-train-pointpillars/schemas/inference.schema.json | 533 | "placeholder" | CODE |
| LOW | …s/tao-train-pointpillars/schemas/inference.schema.json | 668 | "placeholder" | CODE |
| LOW | …s/tao-train-pointpillars/schemas/inference.schema.json | 717 | "placeholder" | CODE |
| LOW | skills/tao-run-deft-aoi/scripts/commit_stage.py | 347 | placeholder_tokens = {"placeholder", "recorded", "todo", "n/a", "none", "ok"} | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | plugins.d/nvidia-skills.yml | 43 | # of skills into the plugin (which loads every SKILL.md into the harness | COMMENT |
| MEDIUM | …-virtualenv/references/tests/test_virtualenv_runner.py | 210 | # harness, so assert identity, not raw group signalability), and the | COMMENT |
| LOW | …oy-detection-tracking-2d/scripts/setup_tracker_reid.sh | 27 | # already in cache), just create the symlink so | COMMENT |
| MEDIUM | …oy-detection-tracking-2d/scripts/update_output_sink.sh | 28 | # 2 = MKV (matroska; DEFAULT — robust on abnormal | COMMENT |
| MEDIUM | …oy-detection-tracking-2d/scripts/update_output_sink.sh | 158 | # ── Container muxer: default = 2 (MKV, robust on abnormal exit) ─── | COMMENT |
| MEDIUM | …eploy-detection-tracking-2d/scripts/collect_metrics.sh | 68 | # `*_<8 digits>_<6 digits>.txt` so it's robust to use-case prefix | COMMENT |
| LOW | …-kermt-continue-pretrain/scripts/run_pretrain_local.py | 468 | # if we expose any; for now we just use defaults). | COMMENT |
| LOW | …o-kermt-pretrain-scratch/scripts/run_pretrain_local.py | 468 | # if we expose any; for now we just use defaults). | COMMENT |
| MEDIUM | …es/g11_stage_pipeline/src/stage_pipeline/statistics.py | 4 | """Statistics stage: robust summaries over a window.""" | STRING |
| MEDIUM | …rting-cutile-to-julia/examples/01_add/cutile_python.py | 59 | # ── Host harness ───────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | …g-cutile-to-julia/examples/03_softmax/cutile_python.py | 157 | # Host harness | COMMENT |
| MEDIUM | …ng-cutile-to-julia/examples/02_matmul/cutile_python.py | 45 | # ── Host harness ───────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …am-sop/references/missing_number_detector_reference.py | 277 | """Get comprehensive statistics about the detection process""" | STRING |
| LOW | …-kermt-add-cmim-pretrain/scripts/run_pretrain_local.py | 468 | # if we expose any; for now we just use defaults). | COMMENT |
| MEDIUM | skills/warp-eval/scripts/validate_report_schema.py | 293 | # cannot stop an agent hand-rolling a harness that skips synchronization or | COMMENT |
| MEDIUM | …-analyze-changenet-rca/hooks/rca-phase-completeness.sh | 16 | # --- Use Python for robust section-by-section validation --- | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | …utile-to-triton/examples/03_layernorm/triton_kernel.py | 65 | # Step 1: Compute mean using tl.sum | COMMENT |
| LOW⚡ | …utile-to-triton/examples/03_layernorm/triton_kernel.py | 70 | # Step 2: Compute variance using tl.sum | COMMENT |
| LOW | …utile-to-triton/examples/03_layernorm/triton_kernel.py | 85 | # Step 3: Normalize | COMMENT |
| LOW⚡ | …utile-to-triton/examples/05_attention/triton_kernel.py | 150 | # Step 1: Find new max for this block | COMMENT |
| LOW⚡ | …utile-to-triton/examples/05_attention/triton_kernel.py | 154 | # Step 2: Compute scaling factors | COMMENT |
| LOW⚡ | …utile-to-triton/examples/05_attention/triton_kernel.py | 158 | # Step 3: Compute exp(scores - m_new) for current block | COMMENT |
| LOW⚡ | …utile-to-triton/examples/05_attention/triton_kernel.py | 162 | # Step 4: Update running sum | COMMENT |
| LOW⚡ | …utile-to-triton/examples/05_attention/triton_kernel.py | 166 | # Step 5: Load V block and accumulate weighted values | COMMENT |
| LOW⚡ | …eam-sop/references/export_ddm_to_tensorrt_reference.py | 604 | # Step 1: ONNX export | COMMENT |
| LOW⚡ | …eam-sop/references/export_ddm_to_tensorrt_reference.py | 626 | # Step 2: TensorRT engine build | COMMENT |
| LOW⚡ | skills/deepstream-import-vision-model/install.sh | 158 | # Step 1: Claude Code and Codex skills | COMMENT |
| LOW⚡ | skills/deepstream-import-vision-model/install.sh | 167 | # Step 2: Cursor — skills only (Cursor does not support agents) | COMMENT |
| LOW | …mport-vision-model/scripts/deepstream/extract-frame.sh | 20 | # Step 6: Extract first frame from output video as PNG for visual inspection. | COMMENT |
| LOW | …mport-vision-model/scripts/deepstream/ds-kitti-dump.sh | 19 | # Step 6: KITTI dump using deepstream-app (built-in KITTI support) | COMMENT |
| LOW | …rt-vision-model/scripts/deepstream/ds-single-stream.sh | 19 | # Step 6: Single-stream DeepStream pipeline -- saves output video with OSD boxes. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ferences/patient-intake/patient-intake-speech-guard.py | 152 | def update_from_messages(self, messages: list[dict]) -> None: | CODE |
| LOW | …on-voice-agent/scripts/apply_generic_agent_template.py | 807 | def _set_generic_default_prompt(path: Path, prompt_key: str) -> None: | STRING |
| LOW | …iles/g11_stage_pipeline/src/stage_pipeline/__init__.py | 13 | __all__ = ["geometry", "reduction", "spectral", "statistics", "transport"] | CODE |
| LOW | …es/g08_tile_projection/src/tile_projection/__init__.py | 9 | __all__ = ["rebuild_device_code", "run_session"] | CODE |
| LOW | …ls/files/g02_stencil_bank/src/stencil_bank/__init__.py | 9 | __all__ = ["StencilBank", "stencil_loss"] | CODE |
| LOW | …vals/files/g12_dense_stage/src/dense_stage/__init__.py | 8 | __all__ = ["kernels"] | CODE |
| LOW | …1_particle_preprocessing/src/particle_prep/__init__.py | 9 | __all__ = ["ParticlePipeline", "Plugin"] | CODE |
| LOW | …/files/g04_image_pyramid/src/image_pyramid/__init__.py | 9 | __all__ = ["ImagePyramid", "adaptive_filter"] | CODE |
| LOW | …s/files/g10_shared_solver/src/field_solver/__init__.py | 12 | __all__ = ["calibrate", "inspect_field", "kernels"] | CODE |
| LOW | …vals/files/g01_pde_stepper/src/pde_stepper/__init__.py | 8 | __all__ = ["PDEStepper"] | CODE |
| LOW | …/files/g06_gpu_analytics/src/gpu_analytics/__init__.py | 9 | __all__ = ["AnalyticsBank", "AnalyticsResult", "diagnose"] | CODE |
| LOW | …/files/c04_batch_signals/src/batch_signals/__init__.py | 9 | __all__ = ["condition_batch", "rebuild_kernels"] | CODE |
| LOW | …es/g09_mixed_precision/src/mixed_precision/__init__.py | 8 | __all__ = ["calibrate", "serve"] | CODE |
| LOW | …eft-object-detection/scripts/prepare_spec_for_train.py | 109 | def set_validation(spec: dict[str, Any], image_dir: str, json_file: str) -> None: | CODE |
| LOW | …lls/deepstream-sop/references/protos_init_reference.py | 20 | __all__ = ["ext_pb2", "nv_pb2"] | CODE |
| LOW | skills/warp-eval/scripts/measure.py | 59 | __all__ = [ | CODE |
| LOW⚡ | skills/nvflare-autofl/scripts/run_job_campaign.py | 3928 | def update_config_for_kept_sources(config: Dict[str, Any], created: Sequence[str]) -> None: | CODE |
| LOW | skills/nvflare-autofl/scripts/job_importer.py | 44 | logger = logging.getLogger(__name__) | CODE |
| LOW | skills/tao-run-deft-pas/scripts/pas_deft/__init__.py | 11 | __all__ = ["PasDeftConfig", "config_field_metadata"] | CODE |
| LOW | …lls/tao-run-deft-pas/scripts/pas_deft/pas_artifacts.py | 12 | __all__ = [ | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | skills/nv-generate-mr/scripts/run_mr.py | 462 | CODE | |
| LOW | …-finetune-cosmos-reason/scripts/evaluation_workflow.py | 1326 | CODE | |
| LOW | skills/nv-segment-ct-finetune/scripts/run_finetune.py | 1546 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_ct_image.py | 366 | CODE | |
| LOW | skills/nv-generate-ct-rflow/scripts/run_rflow_ct.py | 682 | CODE | |
| LOW | …dedupe-candidates/scripts/instance_candidate_finder.py | 700 | CODE | |
| LOW | …tudio-create-diagnostic/evals/targets/eval_3_target.py | 261 | CODE | |
| LOW | skills/nv-generate-mr-brain/scripts/run_mr_brain.py | 557 | CODE | |
| LOW | …rt-to-usd/references/usd-convert-gsplat/scripts/run.py | 209 | CODE | |
| LOW | …-model-evidence-export/scripts/export_evidence_pack.py | 419 | CODE | |
| LOW | skills/nv-segment-ctmr/scripts/run_ctmr.py | 505 | CODE | |
| LOW | skills/warp-debug-gradients/evals/files/walker/sim.py | 126 | CODE | |
| LOW | skills/nvflare-autofl/scripts/run_job_campaign.py | 2905 | CODE | |
| LOW | skills/nvflare-autofl/scripts/campaign_guard.py | 341 | CODE | |
| LOW | skills/nvflare-autofl/scripts/campaign_guard.py | 477 | CODE | |
| LOW | skills/tao-run-deft-pas/scripts/commit_stage.py | 221 | CODE | |
| LOW | skills/tao-run-deft-pas/scripts/pas_deft/utils.py | 10 | CODE | |
| LOW | …ills/tao-run-deft-pas/scripts/pas_deft/analyze_gaps.py | 12 | CODE | |
| LOW | skills/tao-run-deft-pas/scripts/pas_deft/data_mining.py | 623 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | …ilegym-cutile-python/torch-learner/tracing_workflow.md | 14 | - **[4_language_layers.md](references/4_language_layers.md)** - Reading Python, C++, CUDA, and auto-generated code | CODE |
| HIGH | …e-python/torch-learner/references/4_language_layers.md | 3 | This document explains how to read and navigate PyTorch code at each language layer: Python, C++ (ATen), CUDA, and auto- | CODE |
| HIGH | …e-python/torch-learner/references/4_language_layers.md | 285 | ## Layer 4: Auto-Generated Code | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | skills/rtvi-vlm-customize-model/SKILL.md | 134 | OPENAI_API_KEY=<your-api-key> # client fallback/default credential | CODE |
| HIGH | skills/rtvi-vlm-customize-model/SKILL.md | 135 | RTVI_VLM_API_KEY=<your-api-key> # mapped to preferred VIA_VLM_API_KEY | CODE |
| HIGH | skills/rtvi-vlm-customize-model/SKILL.md | 247 | VIA_VLM_API_KEY=<your-api-key> # if required; set via silent prompt | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …ploy-detection-tracking-2d/scripts/run_app_and_wait.sh | 187 | # Check if app died | COMMENT |
| LOW | …y-detection-tracking-2d/scripts/calibration_manager.py | 38 | # Check if calibration covers batch size 6 | STRING |
| LOW | …-scaling/components/inference-azure/scripts/install.sh | 109 | # Check if endpoint already exists with matching model | COMMENT |
| LOW | …re/terraform/prerequisites/register-azure-providers.sh | 115 | # Check if Azure CLI is installed | COMMENT |
| LOW | …am-sop/references/missing_number_detector_reference.py | 152 | # Check if this looks like a new cycle starting | COMMENT |
| LOW | …am-sop/references/missing_number_detector_reference.py | 157 | # Check if we've seen enough of the cycle to consider this a restart | COMMENT |
| LOW | …am-sop/references/missing_number_detector_reference.py | 198 | # Check if cycle is complete (all numbers 1 to N seen) but don't end it yet | COMMENT |
| LOW⚡ | …lls/tao-analyze-changenet-rca/hooks/rca-depth-check.sh | 60 | # Check if this root cause has a corresponding simulation | COMMENT |
| LOW | skills/tao-run-deft-pas/specs/tao_spec.yaml | 42 | # profiler_repeat: 1 # Set 0 to repeat indefinitely | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | …stereo/references/tao-deploy-fast-foundation-stereo.md | 268 | `nvidia_tao_deploy.cv.depth_net.evaluation.stereo_evaluator.compute()` with | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | skills/tao-run-deft-pas/scripts/pas_deft/utils.py | 340 | Select the best epoch checkpoint from a TAO CLIP training run. TAO's CLIP schema does not accept a top-k checkpoint | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …p-compile-time-optimizer/evals/files/triton_service.py | 59 | def handle_request(batch: torch.Tensor) -> torch.Tensor: | CODE |