{
  "schemaVersion": "1.0",
  "item": {
    "slug": "mlops-validation-cn",
    "name": "MLOps Validation CN",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/guohongbin-git/mlops-validation-cn",
    "canonicalUrl": "https://clawhub.ai/guohongbin-git/mlops-validation-cn",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/mlops-validation-cn",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mlops-validation-cn",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "package.json",
      "references/conftest.py",
      "references/pre-commit-config.yaml"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/mlops-validation-cn"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/mlops-validation-cn",
    "agentPageUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "MLOps Validation ✅",
        "body": "Automated quality and security checks."
      },
      {
        "title": "1. Pre-commit Hooks 🔧",
        "body": "Setup automated checks:\n\ncp references/pre-commit-config.yaml ../your-project/.pre-commit-config.yaml\ncd ../your-project\npre-commit install\n\nRuns on every commit:\n\nRuff (linting + formatting)\nMyPy (type checking)\nBandit (security)"
      },
      {
        "title": "2. Test Fixtures 🧪",
        "body": "Shared pytest setup:\n\ncp references/conftest.py ../your-project/tests/\n\nProvides fixtures:\n\nsample_df - Test dataframe\ntemp_dir - Temporary directory\nsample_config - Config dict\ntrain_test_split - Pre-split data"
      },
      {
        "title": "Quick Start",
        "body": "# Copy pre-commit config\ncp references/pre-commit-config.yaml ./.pre-commit-config.yaml\n\n# Install hooks\npre-commit install\n\n# Run manually\npre-commit run --all-files\n\n# Setup test fixtures\ncp references/conftest.py tests/\n\n# Run tests\npytest tests/ -v --cov=src"
      },
      {
        "title": "Commands",
        "body": "# Type check\nmypy src/\n\n# Lint\nruff check src/ tests/\n\n# Format\nruff format src/ tests/\n\n# Test\npytest tests/ --cov=src\n\n# Security scan\nbandit -r src/"
      },
      {
        "title": "Author",
        "body": "Converted from MLOps Coding Course"
      },
      {
        "title": "v1.0.0 (2026-02-18)",
        "body": "Initial OpenClaw conversion\nAdded pre-commit config\nAdded test fixtures"
      }
    ],
    "body": "MLOps Validation ✅\n\nAutomated quality and security checks.\n\nFeatures\n1. Pre-commit Hooks 🔧\n\nSetup automated checks:\n\ncp references/pre-commit-config.yaml ../your-project/.pre-commit-config.yaml\ncd ../your-project\npre-commit install\n\n\nRuns on every commit:\n\nRuff (linting + formatting)\nMyPy (type checking)\nBandit (security)\n2. Test Fixtures 🧪\n\nShared pytest setup:\n\ncp references/conftest.py ../your-project/tests/\n\n\nProvides fixtures:\n\nsample_df - Test dataframe\ntemp_dir - Temporary directory\nsample_config - Config dict\ntrain_test_split - Pre-split data\nQuick Start\n# Copy pre-commit config\ncp references/pre-commit-config.yaml ./.pre-commit-config.yaml\n\n# Install hooks\npre-commit install\n\n# Run manually\npre-commit run --all-files\n\n# Setup test fixtures\ncp references/conftest.py tests/\n\n# Run tests\npytest tests/ -v --cov=src\n\nCommands\n# Type check\nmypy src/\n\n# Lint\nruff check src/ tests/\n\n# Format\nruff format src/ tests/\n\n# Test\npytest tests/ --cov=src\n\n# Security scan\nbandit -r src/\n\nAuthor\n\nConverted from MLOps Coding Course\n\nChangelog\nv1.0.0 (2026-02-18)\nInitial OpenClaw conversion\nAdded pre-commit config\nAdded test fixtures"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/guohongbin-git/mlops-validation-cn",
    "publisherUrl": "https://clawhub.ai/guohongbin-git/mlops-validation-cn",
    "owner": "guohongbin-git",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/mlops-validation-cn",
    "downloadUrl": "https://openagent3.xyz/downloads/mlops-validation-cn",
    "agentUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mlops-validation-cn/agent.md"
  }
}