[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71B9PWAP093CJ79SDAY62SX":3,"skill-same:01M71B9PWAP093CJ79SDAY62SX":72},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":35,"linkOnly":36,"markdownContent":37,"markdownBody":38,"frontMatter":39,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":48,"repositoryHtmlUrl":49,"repositoryHomepageUrl":6,"ownerHtmlUrl":50,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":51,"install":52,"resources":65},"01M71B9PWAP093CJ79SDAY62SX","azure-containerregistry-py",null,"Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.\nTriggers: \"azure-containerregistry\", \"ContainerRegistryClient\", \"container images\", \"docker registry\", \"ACR\".","strmt7\u002Fai_skills_collection_benchmarked","strmt7","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F28989754?v=4","01M71929P914SWKQ7QJV24NBBY","Stratos","01M71929Q9VGKQ7PWYR95VSQQQ",1,"MIT","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-containerregistry-py\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34],"azure","azure containerregistry py","python","docker","sdk","microsoft","container images","registry","artifacts","use","container","images","triggers","azure container registry","for","repositories","2026-11-10 10:12:30",false,"---\nname: azure-containerregistry-py\ndescription: |\n  Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.\n  Triggers: \"azure-containerregistry\", \"ContainerRegistryClient\", \"container images\", \"docker registry\", \"ACR\".\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.0\"\n  package: azure-containerregistry\n---\n\n# Azure Container Registry SDK for Python\n\nManage container images, artifacts, and repositories in Azure Container Registry.\n\n## Installation\n\n```bash\npip install azure-containerregistry\n```\n\n## Environment Variables\n\n```bash\nAZURE_CONTAINERREGISTRY_ENDPOINT=https:\u002F\u002F\u003Cregistry-name>.azurecr.io\n```\n\n## Authentication\n\n### Entra ID (Recommended)\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\nfrom azure.identity import DefaultAzureCredential\n\nclient = ContainerRegistryClient(\n    endpoint=os.environ[\"AZURE_CONTAINERREGISTRY_ENDPOINT\"],\n    credential=DefaultAzureCredential()\n)\n```\n\n### Anonymous Access (Public Registry)\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\n\nclient = ContainerRegistryClient(\n    endpoint=\"https:\u002F\u002Fmcr.microsoft.com\",\n    credential=None,\n    audience=\"https:\u002F\u002Fmcr.microsoft.com\"\n)\n```\n\n## List Repositories\n\n```python\nclient = ContainerRegistryClient(endpoint, DefaultAzureCredential())\n\nfor repository in client.list_repository_names():\n    print(repository)\n```\n\n## Repository Operations\n\n### Get Repository Properties\n\n```python\nproperties = client.get_repository_properties(\"my-image\")\nprint(f\"Created: {properties.created_on}\")\nprint(f\"Modified: {properties.last_updated_on}\")\nprint(f\"Manifests: {properties.manifest_count}\")\nprint(f\"Tags: {properties.tag_count}\")\n```\n\n### Update Repository Properties\n\n```python\nfrom azure.containerregistry import RepositoryProperties\n\nclient.update_repository_properties(\n    \"my-image\",\n    properties=RepositoryProperties(\n        can_delete=False,\n        can_write=False\n    )\n)\n```\n\n### Delete Repository\n\n```python\nclient.delete_repository(\"my-image\")\n```\n\n## List Tags\n\n```python\nfor tag in client.list_tag_properties(\"my-image\"):\n    print(f\"{tag.name}: {tag.created_on}\")\n```\n\n### Filter by Order\n\n```python\nfrom azure.containerregistry import ArtifactTagOrder\n\n# Most recent first\nfor tag in client.list_tag_properties(\n    \"my-image\",\n    order_by=ArtifactTagOrder.LAST_UPDATED_ON_DESCENDING\n):\n    print(f\"{tag.name}: {tag.last_updated_on}\")\n```\n\n## Manifest Operations\n\n### List Manifests\n\n```python\nfrom azure.containerregistry import ArtifactManifestOrder\n\nfor manifest in client.list_manifest_properties(\n    \"my-image\",\n    order_by=ArtifactManifestOrder.LAST_UPDATED_ON_DESCENDING\n):\n    print(f\"Digest: {manifest.digest}\")\n    print(f\"Tags: {manifest.tags}\")\n    print(f\"Size: {manifest.size_in_bytes}\")\n```\n\n### Get Manifest Properties\n\n```python\nmanifest = client.get_manifest_properties(\"my-image\", \"latest\")\nprint(f\"Digest: {manifest.digest}\")\nprint(f\"Architecture: {manifest.architecture}\")\nprint(f\"OS: {manifest.operating_system}\")\n```\n\n### Update Manifest Properties\n\n```python\nfrom azure.containerregistry import ArtifactManifestProperties\n\nclient.update_manifest_properties(\n    \"my-image\",\n    \"latest\",\n    properties=ArtifactManifestProperties(\n        can_delete=False,\n        can_write=False\n    )\n)\n```\n\n### Delete Manifest\n\n```python\n# Delete by digest\nclient.delete_manifest(\"my-image\", \"sha256:abc123...\")\n\n# Delete by tag\nmanifest = client.get_manifest_properties(\"my-image\", \"old-tag\")\nclient.delete_manifest(\"my-image\", manifest.digest)\n```\n\n## Tag Operations\n\n### Get Tag Properties\n\n```python\ntag = client.get_tag_properties(\"my-image\", \"latest\")\nprint(f\"Digest: {tag.digest}\")\nprint(f\"Created: {tag.created_on}\")\n```\n\n### Delete Tag\n\n```python\nclient.delete_tag(\"my-image\", \"old-tag\")\n```\n\n## Upload and Download Artifacts\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\n\nclient = ContainerRegistryClient(endpoint, DefaultAzureCredential())\n\n# Download manifest\nmanifest = client.download_manifest(\"my-image\", \"latest\")\nprint(f\"Media type: {manifest.media_type}\")\nprint(f\"Digest: {manifest.digest}\")\n\n# Download blob\nblob = client.download_blob(\"my-image\", \"sha256:abc123...\")\nwith open(\"layer.tar.gz\", \"wb\") as f:\n    for chunk in blob:\n        f.write(chunk)\n```\n\n## Async Client\n\n```python\nfrom azure.containerregistry.aio import ContainerRegistryClient\nfrom azure.identity.aio import DefaultAzureCredential\n\nasync def list_repos():\n    credential = DefaultAzureCredential()\n    client = ContainerRegistryClient(endpoint, credential)\n\n    async for repo in client.list_repository_names():\n        print(repo)\n\n    await client.close()\n    await credential.close()\n```\n\n## Clean Up Old Images\n\n```python\nfrom datetime import datetime, timedelta, timezone\n\ncutoff = datetime.now(timezone.utc) - timedelta(days=30)\n\nfor manifest in client.list_manifest_properties(\"my-image\"):\n    if manifest.last_updated_on \u003C cutoff and not manifest.tags:\n        print(f\"Deleting {manifest.digest}\")\n        client.delete_manifest(\"my-image\", manifest.digest)\n```\n\n## Client Operations\n\n| Operation | Description |\n|-----------|-------------|\n| `list_repository_names` | List all repositories |\n| `get_repository_properties` | Get repository metadata |\n| `delete_repository` | Delete repository and all images |\n| `list_tag_properties` | List tags in repository |\n| `get_tag_properties` | Get tag metadata |\n| `delete_tag` | Delete specific tag |\n| `list_manifest_properties` | List manifests in repository |\n| `get_manifest_properties` | Get manifest metadata |\n| `delete_manifest` | Delete manifest by digest |\n| `download_manifest` | Download manifest content |\n| `download_blob` | Download layer blob |\n\n## Best Practices\n\n1. **Use Entra ID** for authentication in production\n2. **Delete by digest** not tag to avoid orphaned images\n3. **Lock production images** with can_delete=False\n4. **Clean up untagged manifests** regularly\n5. **Use async client** for high-throughput operations\n6. **Order by last_updated** to find recent\u002Fold images\n7. **Check manifest.tags** before deleting to avoid removing tagged images\n","# Azure Container Registry SDK for Python\n\nManage container images, artifacts, and repositories in Azure Container Registry.\n\n## Installation\n\n```bash\npip install azure-containerregistry\n```\n\n## Environment Variables\n\n```bash\nAZURE_CONTAINERREGISTRY_ENDPOINT=https:\u002F\u002F\u003Cregistry-name>.azurecr.io\n```\n\n## Authentication\n\n### Entra ID (Recommended)\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\nfrom azure.identity import DefaultAzureCredential\n\nclient = ContainerRegistryClient(\n    endpoint=os.environ[\"AZURE_CONTAINERREGISTRY_ENDPOINT\"],\n    credential=DefaultAzureCredential()\n)\n```\n\n### Anonymous Access (Public Registry)\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\n\nclient = ContainerRegistryClient(\n    endpoint=\"https:\u002F\u002Fmcr.microsoft.com\",\n    credential=None,\n    audience=\"https:\u002F\u002Fmcr.microsoft.com\"\n)\n```\n\n## List Repositories\n\n```python\nclient = ContainerRegistryClient(endpoint, DefaultAzureCredential())\n\nfor repository in client.list_repository_names():\n    print(repository)\n```\n\n## Repository Operations\n\n### Get Repository Properties\n\n```python\nproperties = client.get_repository_properties(\"my-image\")\nprint(f\"Created: {properties.created_on}\")\nprint(f\"Modified: {properties.last_updated_on}\")\nprint(f\"Manifests: {properties.manifest_count}\")\nprint(f\"Tags: {properties.tag_count}\")\n```\n\n### Update Repository Properties\n\n```python\nfrom azure.containerregistry import RepositoryProperties\n\nclient.update_repository_properties(\n    \"my-image\",\n    properties=RepositoryProperties(\n        can_delete=False,\n        can_write=False\n    )\n)\n```\n\n### Delete Repository\n\n```python\nclient.delete_repository(\"my-image\")\n```\n\n## List Tags\n\n```python\nfor tag in client.list_tag_properties(\"my-image\"):\n    print(f\"{tag.name}: {tag.created_on}\")\n```\n\n### Filter by Order\n\n```python\nfrom azure.containerregistry import ArtifactTagOrder\n\n# Most recent first\nfor tag in client.list_tag_properties(\n    \"my-image\",\n    order_by=ArtifactTagOrder.LAST_UPDATED_ON_DESCENDING\n):\n    print(f\"{tag.name}: {tag.last_updated_on}\")\n```\n\n## Manifest Operations\n\n### List Manifests\n\n```python\nfrom azure.containerregistry import ArtifactManifestOrder\n\nfor manifest in client.list_manifest_properties(\n    \"my-image\",\n    order_by=ArtifactManifestOrder.LAST_UPDATED_ON_DESCENDING\n):\n    print(f\"Digest: {manifest.digest}\")\n    print(f\"Tags: {manifest.tags}\")\n    print(f\"Size: {manifest.size_in_bytes}\")\n```\n\n### Get Manifest Properties\n\n```python\nmanifest = client.get_manifest_properties(\"my-image\", \"latest\")\nprint(f\"Digest: {manifest.digest}\")\nprint(f\"Architecture: {manifest.architecture}\")\nprint(f\"OS: {manifest.operating_system}\")\n```\n\n### Update Manifest Properties\n\n```python\nfrom azure.containerregistry import ArtifactManifestProperties\n\nclient.update_manifest_properties(\n    \"my-image\",\n    \"latest\",\n    properties=ArtifactManifestProperties(\n        can_delete=False,\n        can_write=False\n    )\n)\n```\n\n### Delete Manifest\n\n```python\n# Delete by digest\nclient.delete_manifest(\"my-image\", \"sha256:abc123...\")\n\n# Delete by tag\nmanifest = client.get_manifest_properties(\"my-image\", \"old-tag\")\nclient.delete_manifest(\"my-image\", manifest.digest)\n```\n\n## Tag Operations\n\n### Get Tag Properties\n\n```python\ntag = client.get_tag_properties(\"my-image\", \"latest\")\nprint(f\"Digest: {tag.digest}\")\nprint(f\"Created: {tag.created_on}\")\n```\n\n### Delete Tag\n\n```python\nclient.delete_tag(\"my-image\", \"old-tag\")\n```\n\n## Upload and Download Artifacts\n\n```python\nfrom azure.containerregistry import ContainerRegistryClient\n\nclient = ContainerRegistryClient(endpoint, DefaultAzureCredential())\n\n# Download manifest\nmanifest = client.download_manifest(\"my-image\", \"latest\")\nprint(f\"Media type: {manifest.media_type}\")\nprint(f\"Digest: {manifest.digest}\")\n\n# Download blob\nblob = client.download_blob(\"my-image\", \"sha256:abc123...\")\nwith open(\"layer.tar.gz\", \"wb\") as f:\n    for chunk in blob:\n        f.write(chunk)\n```\n\n## Async Client\n\n```python\nfrom azure.containerregistry.aio import ContainerRegistryClient\nfrom azure.identity.aio import DefaultAzureCredential\n\nasync def list_repos():\n    credential = DefaultAzureCredential()\n    client = ContainerRegistryClient(endpoint, credential)\n\n    async for repo in client.list_repository_names():\n        print(repo)\n\n    await client.close()\n    await credential.close()\n```\n\n## Clean Up Old Images\n\n```python\nfrom datetime import datetime, timedelta, timezone\n\ncutoff = datetime.now(timezone.utc) - timedelta(days=30)\n\nfor manifest in client.list_manifest_properties(\"my-image\"):\n    if manifest.last_updated_on \u003C cutoff and not manifest.tags:\n        print(f\"Deleting {manifest.digest}\")\n        client.delete_manifest(\"my-image\", manifest.digest)\n```\n\n## Client Operations\n\n| Operation | Description |\n|-----------|-------------|\n| `list_repository_names` | List all repositories |\n| `get_repository_properties` | Get repository metadata |\n| `delete_repository` | Delete repository and all images |\n| `list_tag_properties` | List tags in repository |\n| `get_tag_properties` | Get tag metadata |\n| `delete_tag` | Delete specific tag |\n| `list_manifest_properties` | List manifests in repository |\n| `get_manifest_properties` | Get manifest metadata |\n| `delete_manifest` | Delete manifest by digest |\n| `download_manifest` | Download manifest content |\n| `download_blob` | Download layer blob |\n\n## Best Practices\n\n1. **Use Entra ID** for authentication in production\n2. **Delete by digest** not tag to avoid orphaned images\n3. **Lock production images** with can_delete=False\n4. **Clean up untagged manifests** regularly\n5. **Use async client** for high-throughput operations\n6. **Order by last_updated** to find recent\u002Fold images\n7. **Check manifest.tags** before deleting to avoid removing tagged images\n",{"name":5,"license":15,"metadata":40,"description":44},{"author":41,"package":42,"version":43},"Microsoft","azure-containerregistry","1.0.0","Azure Container Registry SDK for Python. 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Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary browser automation. 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Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FSKILL.md",[168],{"categoryNo":87,"categoryName":88,"taxonomyType":84,"taxonomyTypeDesc":85},[170,171,27,102,172,173,174,33,175,176,95,177,28,178,179,180,181,182,183,184],"builder","artifacts builder","web artifacts builder","single-file","css","Tailwind","ui components","single","file","components","react","multi","state","routing","state management",{"skillNo":186,"name":187,"nameZh":6,"description":188,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":77,"licenseFileUrl":189,"sourceHtmlUrl":190,"categories":191,"keywords":201,"publishedAt":35},"01M71CXZB60QJJ1H4S3NN94WMZ","frontend-design","Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML\u002FCSS layouts, or when styling\u002Fbeautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FSKILL.md",[192,193,196],{"categoryNo":87,"categoryName":88,"taxonomyType":84,"taxonomyTypeDesc":85},{"categoryNo":194,"categoryName":195,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":197,"categoryName":198,"taxonomyType":199,"taxonomyTypeDesc":200},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[95,202,203,174,204,205,206,93,207,208,28,123,27,209,179,210,180,211,212,100],"design","frontend design","ui design","generic","aesthetics","landing","pages","code","web ui","react components","examples",{"skillNo":214,"name":215,"nameZh":6,"description":216,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":217,"categories":218,"keywords":219,"publishedAt":35},"01M71CVZ54WFBTVA7R16PFY1ZE","zarr-python","Chunked N-D arrays for cloud storage. Compressed arrays, parallel I\u002FO, S3\u002FGCS integration, NumPy\u002FDask\u002FXarray compatible, for large-scale scientific computing pipelines.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fscience-research-data-analysis\u002Flatest-release-community\u002Fzarr-python\u002FSKILL.md",[],[220,21,221,222,223,224,225,226,227,33,228,229,230,231,232,233,234,235],"zarr python","zarr","arrays","Cloud Storage","scientific","storage","parallel","dask","numpy","gcs","s3","integration","scientific computing","cloud","scale","pipelines"]