{
  "schemaVersion": "1.0",
  "item": {
    "slug": "dialogflow-cx-nlu",
    "name": "Dialogflow Cx Nlu",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/Yash-Kavaiya/dialogflow-cx-nlu",
    "canonicalUrl": "https://clawhub.ai/Yash-Kavaiya/dialogflow-cx-nlu",
    "targetPlatform": "OpenClaw"
  },
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    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=dialogflow-cx-nlu",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "references/entities.md",
      "references/intents.md",
      "scripts/nlu.py",
      "SKILL.md"
    ],
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      "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."
        }
      ]
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      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
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      "checkedAt": "2026-04-30T16:55:25.780Z",
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        "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/dialogflow-cx-nlu"
    },
    "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/dialogflow-cx-nlu",
    "agentPageUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu/agent",
    "manifestUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu/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": "Dialogflow CX NLU",
        "body": "Manage intents and entity types in Google Dialogflow CX via REST API for natural language understanding."
      },
      {
        "title": "Prerequisites",
        "body": "Google Cloud project with Dialogflow CX API enabled\nService account or OAuth credentials with Dialogflow API access\ngcloud CLI authenticated OR bearer token"
      },
      {
        "title": "Option 1: gcloud CLI (recommended)",
        "body": "gcloud auth application-default login\nTOKEN=$(gcloud auth print-access-token)"
      },
      {
        "title": "Option 2: Service Account",
        "body": "export GOOGLE_APPLICATION_CREDENTIALS=\"/path/to/service-account.json\"\nTOKEN=$(gcloud auth application-default print-access-token)"
      },
      {
        "title": "API Base URL",
        "body": "https://dialogflow.googleapis.com/v3beta1\n\nRegional endpoints available:\n\nhttps://{region}-dialogflow.googleapis.com (e.g., us-central1, europe-west1)"
      },
      {
        "title": "List Intents",
        "body": "curl -X GET \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/intents\" \\\n  -H \"Authorization: Bearer ${TOKEN}\""
      },
      {
        "title": "Create Intent",
        "body": "curl -X POST \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/intents\" \\\n  -H \"Authorization: Bearer ${TOKEN}\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"displayName\": \"Book Flight\",\n    \"trainingPhrases\": [\n      {\n        \"parts\": [{\"text\": \"I want to book a flight\"}],\n        \"repeatCount\": 1\n      }\n    ]\n  }'"
      },
      {
        "title": "List Entity Types",
        "body": "curl -X GET \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/entityTypes\" \\\n  -H \"Authorization: Bearer ${TOKEN}\""
      },
      {
        "title": "Create Entity Type",
        "body": "curl -X POST \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/entityTypes\" \\\n  -H \"Authorization: Bearer ${TOKEN}\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"displayName\": \"Cities\",\n    \"kind\": \"KIND_LIST\",\n    \"entities\": [\n      {\"value\": \"New York\"},\n      {\"value\": \"Los Angeles\"}\n    ]\n  }'"
      },
      {
        "title": "Key Resources",
        "body": "ResourceDescriptionIntentsClassify user utterances and extract parametersEntity TypesDefine structured data extraction patterns"
      },
      {
        "title": "Quick Reference",
        "body": "For detailed API reference:\n\nIntents: See references/intents.md\nEntity Types: See references/entities.md"
      },
      {
        "title": "Scripts",
        "body": "scripts/nlu.py — CLI wrapper for intents and entity types operations"
      },
      {
        "title": "Usage",
        "body": "python scripts/nlu.py list-intents --agent AGENT_NAME\npython scripts/nlu.py create-intent --agent AGENT_NAME --intent \"Book Flight\" --phrases \"book a flight,I want to fly\"\npython scripts/nlu.py list-entities --agent AGENT_NAME\npython scripts/nlu.py create-entity --agent AGENT_NAME --name \"Cities\" --values \"New York,Los Angeles\""
      },
      {
        "title": "Tips",
        "body": "Use training phrases that cover various ways users might express the intent\nEntity types can be system (built-in) or custom\nUse KIND_MAP for entities with synonyms, KIND_LIST for simple lists"
      }
    ],
    "body": "Dialogflow CX NLU\n\nManage intents and entity types in Google Dialogflow CX via REST API for natural language understanding.\n\nPrerequisites\nGoogle Cloud project with Dialogflow CX API enabled\nService account or OAuth credentials with Dialogflow API access\ngcloud CLI authenticated OR bearer token\nAuthentication\nOption 1: gcloud CLI (recommended)\ngcloud auth application-default login\nTOKEN=$(gcloud auth print-access-token)\n\nOption 2: Service Account\nexport GOOGLE_APPLICATION_CREDENTIALS=\"/path/to/service-account.json\"\nTOKEN=$(gcloud auth application-default print-access-token)\n\nAPI Base URL\nhttps://dialogflow.googleapis.com/v3beta1\n\n\nRegional endpoints available:\n\nhttps://{region}-dialogflow.googleapis.com (e.g., us-central1, europe-west1)\nCommon Operations\nList Intents\ncurl -X GET \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/intents\" \\\n  -H \"Authorization: Bearer ${TOKEN}\"\n\nCreate Intent\ncurl -X POST \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/intents\" \\\n  -H \"Authorization: Bearer ${TOKEN}\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"displayName\": \"Book Flight\",\n    \"trainingPhrases\": [\n      {\n        \"parts\": [{\"text\": \"I want to book a flight\"}],\n        \"repeatCount\": 1\n      }\n    ]\n  }'\n\nList Entity Types\ncurl -X GET \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/entityTypes\" \\\n  -H \"Authorization: Bearer ${TOKEN}\"\n\nCreate Entity Type\ncurl -X POST \\\n  \"https://dialogflow.googleapis.com/v3beta1/projects/${PROJECT_ID}/locations/${LOCATION}/agents/${AGENT_ID}/entityTypes\" \\\n  -H \"Authorization: Bearer ${TOKEN}\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"displayName\": \"Cities\",\n    \"kind\": \"KIND_LIST\",\n    \"entities\": [\n      {\"value\": \"New York\"},\n      {\"value\": \"Los Angeles\"}\n    ]\n  }'\n\nKey Resources\nResource\tDescription\nIntents\tClassify user utterances and extract parameters\nEntity Types\tDefine structured data extraction patterns\nQuick Reference\n\nFor detailed API reference:\n\nIntents: See references/intents.md\nEntity Types: See references/entities.md\nScripts\nscripts/nlu.py — CLI wrapper for intents and entity types operations\nUsage\npython scripts/nlu.py list-intents --agent AGENT_NAME\npython scripts/nlu.py create-intent --agent AGENT_NAME --intent \"Book Flight\" --phrases \"book a flight,I want to fly\"\npython scripts/nlu.py list-entities --agent AGENT_NAME\npython scripts/nlu.py create-entity --agent AGENT_NAME --name \"Cities\" --values \"New York,Los Angeles\"\n\nTips\nUse training phrases that cover various ways users might express the intent\nEntity types can be system (built-in) or custom\nUse KIND_MAP for entities with synonyms, KIND_LIST for simple lists"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/Yash-Kavaiya/dialogflow-cx-nlu",
    "publisherUrl": "https://clawhub.ai/Yash-Kavaiya/dialogflow-cx-nlu",
    "owner": "Yash-Kavaiya",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
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    "detailUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu",
    "downloadUrl": "https://openagent3.xyz/downloads/dialogflow-cx-nlu",
    "agentUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu/agent",
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    "briefUrl": "https://openagent3.xyz/skills/dialogflow-cx-nlu/agent.md"
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}