{
  "schemaVersion": "1.0",
  "item": {
    "slug": "sentiment-priority-scorer",
    "name": "Sentiment Priority Scorer",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/vishalgojha/sentiment-priority-scorer",
    "canonicalUrl": "https://clawhub.ai/vishalgojha/sentiment-priority-scorer",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/sentiment-priority-scorer",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=sentiment-priority-scorer",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "agents/openai.yaml",
      "references/sentiment-priority-input.schema.json",
      "references/sentiment-priority-output.schema.json"
    ],
    "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."
        }
      ]
    },
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      "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",
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        "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/sentiment-priority-scorer"
    },
    "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/sentiment-priority-scorer",
    "agentPageUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/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": "Sentiment Priority Scorer",
        "body": "Produce deterministic priority scores for leads without mutating any state."
      },
      {
        "title": "Quick Triggers",
        "body": "Rank leads by urgency and tone for callback priority.\nClassify leads into P1/P2/P3 queue.\nScore follow-up priority from normalized lead records."
      },
      {
        "title": "Recommended Chain",
        "body": "india-location-normalizer -> sentiment-priority-scorer -> summary-generator"
      },
      {
        "title": "Execute Workflow",
        "body": "Accept input from Supervisor containing normalized leads.\nValidate input with references/sentiment-priority-input.schema.json.\nScore each lead with:\n\nsentiment_score in range [-1, 1]\nintent_score in range [0, 1]\nrecency_score in range [0, 1]\nmapped urgency_score from lead urgency (high=1.0, medium=0.6, low=0.3)\n\n\nUse record_type to avoid over-prioritizing generic bulk inventory:\n\nbuyer_requirement: apply +0.10 intent lift (hard demand signal)\ninventory_listing: no lift unless high-action cues are present\n\n\nBoost intent_score when high-action cues exist in listing text:\n\nimmediately, keys at office, one day notice, possession, inspection any time\n\n\nCompute priority_score on a 0-100 scale:\n\npriority_score = 100 * (0.40*urgency_score + 0.30*intent_score + 0.20*recency_score + 0.10*sentiment_risk)\nsentiment_risk = max(0, -sentiment_score)\n\n\nAssign buckets:\n\nP1 for priority_score >= 75\nP2 for priority_score >= 50 and < 75\nP3 for < 50\n\n\nProduce plain-language evidence tokens that explain the score, including record-type evidence.\nValidate output with references/sentiment-priority-output.schema.json."
      },
      {
        "title": "Enforce Boundaries",
        "body": "Never write to Google Sheets, databases, or files.\nNever send messages or trigger outbound channels.\nNever create reminders or execute actions.\nNever bypass Supervisor routing or approvals.\nNever replace upstream urgency; only derive scoring fields."
      },
      {
        "title": "Handle Errors",
        "body": "Reject schema-invalid inputs.\nReturn field-level reasons when scoring cannot be computed.\nFail closed if required scoring features are missing."
      }
    ],
    "body": "Sentiment Priority Scorer\n\nProduce deterministic priority scores for leads without mutating any state.\n\nQuick Triggers\nRank leads by urgency and tone for callback priority.\nClassify leads into P1/P2/P3 queue.\nScore follow-up priority from normalized lead records.\nRecommended Chain\n\nindia-location-normalizer -> sentiment-priority-scorer -> summary-generator\n\nExecute Workflow\nAccept input from Supervisor containing normalized leads.\nValidate input with references/sentiment-priority-input.schema.json.\nScore each lead with:\nsentiment_score in range [-1, 1]\nintent_score in range [0, 1]\nrecency_score in range [0, 1]\nmapped urgency_score from lead urgency (high=1.0, medium=0.6, low=0.3)\nUse record_type to avoid over-prioritizing generic bulk inventory:\nbuyer_requirement: apply +0.10 intent lift (hard demand signal)\ninventory_listing: no lift unless high-action cues are present\nBoost intent_score when high-action cues exist in listing text:\nimmediately, keys at office, one day notice, possession, inspection any time\nCompute priority_score on a 0-100 scale:\npriority_score = 100 * (0.40*urgency_score + 0.30*intent_score + 0.20*recency_score + 0.10*sentiment_risk)\nsentiment_risk = max(0, -sentiment_score)\nAssign buckets:\nP1 for priority_score >= 75\nP2 for priority_score >= 50 and < 75\nP3 for < 50\nProduce plain-language evidence tokens that explain the score, including record-type evidence.\nValidate output with references/sentiment-priority-output.schema.json.\nEnforce Boundaries\nNever write to Google Sheets, databases, or files.\nNever send messages or trigger outbound channels.\nNever create reminders or execute actions.\nNever bypass Supervisor routing or approvals.\nNever replace upstream urgency; only derive scoring fields.\nHandle Errors\nReject schema-invalid inputs.\nReturn field-level reasons when scoring cannot be computed.\nFail closed if required scoring features are missing."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/vishalgojha/sentiment-priority-scorer",
    "publisherUrl": "https://clawhub.ai/vishalgojha/sentiment-priority-scorer",
    "owner": "vishalgojha",
    "version": "1.0.2",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer",
    "downloadUrl": "https://openagent3.xyz/downloads/sentiment-priority-scorer",
    "agentUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/agent",
    "manifestUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/sentiment-priority-scorer/agent.md"
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}