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NVIDIA-TAO/tao-skills-bank

https://github.com/NVIDIA-TAO/tao-skills-bank.git · scanned 2026-06-24 18:54 UTC (1 month ago) · 10 languages

426 raw signals (77 security + 349 graph) 0th percentile · Python · small (2-20K LoC)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month ago · v1 · 271 actionable findings from 2 signal sources. 155 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 37.0 0.25 9.25
testing_score 0.0 0.20 0.00
documentation_score 100.0 0.15 15.00
practices_score 65.0 0.15 9.75
code_quality 57.0 0.10 5.70
Overall 1.00 45.7
Severity distribution — click a segment to filter
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All 1450 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
README.md software healthy README.md
CONTRIBUTING.md software healthy CONTRIBUTING.md
.env.example software healthy .env.example
LICENSE software healthy LICENSE
versions.yaml software healthy versions.yaml
SECURITY.md software healthy SECURITY.md
AGENTS.md software healthy AGENTS.md
authoring.md software healthy docs/authoring.md
maintenance.md software healthy docs/maintenance.md
list_automl_support.py software healthy scripts/list_automl_support.py
migrate-to-version-keys.py software healthy scripts/migrate-to-version-keys.py
validate-skills.sh software healthy scripts/validate-skills.sh
migrate-frontmatter.py software healthy scripts/migrate-frontmatter.py
list_tao_capabilities.py software healthy scripts/list_tao_capabilities.py
install-codex-agents.sh software healthy scripts/install-codex-agents.sh
resolve_tao_image.py software healthy scripts/resolve_tao_image.py
resolve_versions_key.py software healthy scripts/resolve_versions_key.py
verify-standalone.sh software healthy scripts/verify-standalone.sh
list_tao_models.py software healthy scripts/list_tao_models.py
check_tao_launch_preflight.py software healthy scripts/check_tao_launch_preflight.py
generate_dataclass_schemas.py software healthy scripts/generate_dataclass_schemas.py
list_tao_platforms.py software healthy scripts/list_tao_platforms.py
SKILL.md software healthy templates/skill-skeleton/minimal/SKILL.md
SKILL.md software healthy templates/skill-skeleton/platform/SKILL.md
SKILL.md software healthy templates/skill-skeleton/workflow/SKILL.md
README.md software healthy templates/skill-skeleton/workflow/example/README.md
SKILL.md software healthy templates/skill-skeleton/model/SKILL.md
skill_info.yaml software healthy templates/skill-skeleton/model/references/skill_info.yaml
README.md software healthy templates/skill-skeleton/model/example/README.md
session_start.sh software healthy hooks/session_start.sh
hooks.json software healthy hooks/hooks.json
automl_support.json software healthy skills/models/automl_support.json
schemas.manifest.json software healthy skills/models/schemas.manifest.json
skill-card.md software healthy skills/models/tao-train-pose-classification/skill-card.md
BENCHMARK.md software healthy skills/models/tao-train-pose-classification/BENCHMARK.md
SKILL.md software healthy skills/models/tao-train-pose-classification/SKILL.md
spec_template_export.yaml software healthy skills/models/tao-train-pose-classification/references/spec…
spec_template_inference.yaml software healthy skills/models/tao-train-pose-classification/references/spec…
spec_template_evaluate.yaml software healthy skills/models/tao-train-pose-classification/references/spec…
spec_template_train.yaml software healthy skills/models/tao-train-pose-classification/references/spec…
skill_info.yaml software healthy skills/models/tao-train-pose-classification/references/skil…
spec_template_dataset_convert.yaml software healthy skills/models/tao-train-pose-classification/references/spec…
evals.json software healthy skills/models/tao-train-pose-classification/evals/evals.json
manifest.json software healthy skills/models/tao-train-pose-classification/schemas/manifes…
evaluate.schema.json software healthy skills/models/tao-train-pose-classification/schemas/evaluat…
inference.schema.json software healthy skills/models/tao-train-pose-classification/schemas/inferen…
train.schema.json software healthy skills/models/tao-train-pose-classification/schemas/train.s…
export.schema.json software healthy skills/models/tao-train-pose-classification/schemas/export.…
skill-card.md software healthy skills/models/tao-train-dino/skill-card.md
BENCHMARK.md software healthy skills/models/tao-train-dino/BENCHMARK.md

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
parse_args software healthy scripts/list_automl_support.py:17
main software healthy scripts/list_automl_support.py:35
load_image_lookup software healthy scripts/migrate-to-version-keys.py:32
walk software healthy scripts/migrate-to-version-keys.py:38
looks_like_uri software healthy scripts/migrate-to-version-keys.py:52
migrate_one software healthy scripts/migrate-to-version-keys.py:57
maybe_migrate software healthy scripts/migrate-to-version-keys.py:65
main software healthy scripts/migrate-to-version-keys.py:87
git_authors software healthy scripts/migrate-frontmatter.py:38
compatibility_for software healthy scripts/migrate-frontmatter.py:58
allowed_tools_for software healthy scripts/migrate-frontmatter.py:108
tags_for_skill software healthy scripts/migrate-frontmatter.py:122
remove_tags_from_skill_info software healthy scripts/migrate-frontmatter.py:171
parse_frontmatter software healthy scripts/migrate-frontmatter.py:191
render_frontmatter software healthy scripts/migrate-frontmatter.py:201
migrate_one software healthy scripts/migrate-frontmatter.py:225
main software healthy scripts/migrate-frontmatter.py:288
parse_args software healthy scripts/list_tao_capabilities.py:25
parse_frontmatter software healthy scripts/list_tao_capabilities.py:43
load_json_object software healthy scripts/list_tao_capabilities.py:88
clean_description software healthy scripts/list_tao_capabilities.py:97
skill_capability_record software healthy scripts/list_tao_capabilities.py:115
application_capabilities software healthy scripts/list_tao_capabilities.py:155
data_capabilities software healthy scripts/list_tao_capabilities.py:169
build_capabilities software healthy scripts/list_tao_capabilities.py:179
csv software healthy scripts/list_tao_capabilities.py:214
action_set software healthy scripts/list_tao_capabilities.py:219
format_capabilities_text software healthy scripts/list_tao_capabilities.py:227
main software healthy scripts/list_tao_capabilities.py:340
parse_args software healthy scripts/resolve_tao_image.py:27
load_yaml software healthy scripts/resolve_tao_image.py:60
load_model_metadata software healthy scripts/resolve_tao_image.py:69
resolve_image_key software healthy scripts/resolve_tao_image.py:129
resolve_image software healthy scripts/resolve_tao_image.py:147
format_text software healthy scripts/resolve_tao_image.py:195
main software healthy scripts/resolve_tao_image.py:212
parse_args software healthy scripts/resolve_versions_key.py:34
resolve software healthy scripts/resolve_versions_key.py:50
main software healthy scripts/resolve_versions_key.py:70
parse_args software healthy scripts/list_tao_models.py:31
load_json software healthy scripts/list_tao_models.py:55
load_schema_manifest software healthy scripts/list_tao_models.py:64
load_automl_manifest software healthy scripts/list_tao_models.py:69
parse_bool software healthy scripts/list_tao_models.py:77
parse_scalar software healthy scripts/list_tao_models.py:86
load_skill_info software healthy scripts/list_tao_models.py:99
skill_info_actions software healthy scripts/list_tao_models.py:114
load_model_schema_manifest software healthy scripts/list_tao_models.py:137
train_schema_status software healthy scripts/list_tao_models.py:145
build_model_records software healthy scripts/list_tao_models.py:163

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docs software healthy docs
scripts software healthy scripts
templates software healthy templates
skill-skeleton software healthy templates/skill-skeleton
minimal software healthy templates/skill-skeleton/minimal
platform software healthy templates/skill-skeleton/platform
workflow software healthy templates/skill-skeleton/workflow
example software healthy templates/skill-skeleton/workflow/example
model software healthy templates/skill-skeleton/model
references software healthy templates/skill-skeleton/model/references
example software healthy templates/skill-skeleton/model/example
hooks software healthy hooks
skills software healthy skills
models software healthy skills/models
tao-train-pose-classification software healthy skills/models/tao-train-pose-classification
references software healthy skills/models/tao-train-pose-classification/references
evals software healthy skills/models/tao-train-pose-classification/evals
schemas software healthy skills/models/tao-train-pose-classification/schemas
tao-train-dino software healthy skills/models/tao-train-dino
references software healthy skills/models/tao-train-dino/references
evals software healthy skills/models/tao-train-dino/evals
schemas software healthy skills/models/tao-train-dino/schemas
tao-train-oneformer software healthy skills/models/tao-train-oneformer
references software healthy skills/models/tao-train-oneformer/references
evals software healthy skills/models/tao-train-oneformer/evals
schemas software healthy skills/models/tao-train-oneformer/schemas
tao-train-metric-learning-recognition software healthy skills/models/tao-train-metric-learning-recognition
references software healthy skills/models/tao-train-metric-learning-recognition/referen…
evals software healthy skills/models/tao-train-metric-learning-recognition/evals
schemas software healthy skills/models/tao-train-metric-learning-recognition/schemas
tao-train-ocrnet software healthy skills/models/tao-train-ocrnet
references software healthy skills/models/tao-train-ocrnet/references
evals software healthy skills/models/tao-train-ocrnet/evals
schemas software healthy skills/models/tao-train-ocrnet/schemas
tao-train-mask-auto-encoder software healthy skills/models/tao-train-mask-auto-encoder
references software healthy skills/models/tao-train-mask-auto-encoder/references
evals software healthy skills/models/tao-train-mask-auto-encoder/evals
schemas software healthy skills/models/tao-train-mask-auto-encoder/schemas
tao-train-depth-anything-v2 software healthy skills/models/tao-train-depth-anything-v2
references software healthy skills/models/tao-train-depth-anything-v2/references
evals software healthy skills/models/tao-train-depth-anything-v2/evals
schemas software healthy skills/models/tao-train-depth-anything-v2/schemas
tao-train-mask-grounding-dino software healthy skills/models/tao-train-mask-grounding-dino
references software healthy skills/models/tao-train-mask-grounding-dino/references
evals software healthy skills/models/tao-train-mask-grounding-dino/evals
schemas software healthy skills/models/tao-train-mask-grounding-dino/schemas
tao-train-image-classification software healthy skills/models/tao-train-image-classification
references software healthy skills/models/tao-train-image-classification/references
evals software healthy skills/models/tao-train-image-classification/evals
schemas software healthy skills/models/tao-train-image-classification/schemas

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
Authorization cicd healthy .github/workflows/blossom-ci.yml
Vulnerability-scan cicd healthy .github/workflows/blossom-ci.yml
Job-trigger cicd healthy .github/workflows/blossom-ci.yml
Upload-Log cicd healthy .github/workflows/blossom-ci.yml
request cicd healthy .github/workflows/request-nvskills-ci.yml

LabelLayerStatusPath
image::skills/applications/tao-finetune-huggingface-model/e… hardware healthy skills/applications/tao-finetune-huggingface-model/examples…
image::skills/applications/tao-finetune-huggingface-model/e… hardware healthy skills/applications/tao-finetune-huggingface-model/examples…
image::skills/applications/tao-finetune-huggingface-model/e… hardware healthy skills/applications/tao-finetune-huggingface-model/examples…
image::skills/applications/tao-finetune-huggingface-model/e… hardware healthy skills/applications/tao-finetune-huggingface-model/examples…

LabelLayerStatusPath
NVSKILLS_CI_DISPATCH_TOKEN cicd healthy
CI_SERVER cicd healthy
BLOSSOM_KEY cicd healthy
GITHUB_TOKEN cicd healthy

LabelLayerStatusPath
port:8080 network healthy skills/applications/tao-run-inference-service/references/co…
port:23 network healthy skills/applications/tao-run-inference-service/references/se…
port:30 network healthy skills/applications/tao-run-inference-service/references/se…

LabelLayerStatusPath
InferenceRow software healthy skills/applications/tao-run-deft-aoi/scripts/analyze_kpi.py…
ThresholdMetrics software healthy skills/applications/tao-run-deft-aoi/scripts/analyze_kpi.py…

LabelLayerStatusPath
vps::aws hardware healthy scripts/migrate-frontmatter.py
vps::azure hardware healthy scripts/check_tao_launch_preflight.py

LabelLayerStatusPath
gha::blossom-ci cicd healthy .github/workflows/blossom-ci.yml
gha::request-nvskills-ci cicd healthy .github/workflows/request-nvskills-ci.yml

LabelLayerStatusPath
repobility-clone-4qjgeeki software healthy /tmp/repobility-clone-4qjgeeki

LabelLayerStatusPath
redis data healthy skills/models/tao-finetune-cosmos-reason/references/spec_te…

LabelLayerStatusPath
loadbalancer network healthy skills/applications/tao-run-inference-service/SKILL.md

LabelLayerStatusPath
gpu (detected) hardware healthy README.md
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