{
  "schemaVersion": "1.0",
  "item": {
    "slug": "medical-entity-extractor",
    "name": "Medical Entity Extractor",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/binubmuse/medical-entity-extractor",
    "canonicalUrl": "https://clawhub.ai/binubmuse/medical-entity-extractor",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/medical-entity-extractor",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=medical-entity-extractor",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md"
    ],
    "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": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.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/medical-entity-extractor"
    },
    "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/medical-entity-extractor",
    "agentPageUrl": "https://openagent3.xyz/skills/medical-entity-extractor/agent",
    "manifestUrl": "https://openagent3.xyz/skills/medical-entity-extractor/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/medical-entity-extractor/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": "Medical Entity Extractor",
        "body": "Extract structured medical information from unstructured patient messages."
      },
      {
        "title": "What This Skill Does",
        "body": "Symptom Extraction: Identifies symptoms, severity, duration, and progression\nMedication Extraction: Finds medication names, dosages, frequencies, and side effects\nLab Value Extraction: Parses lab results, vital signs, and measurements\nDiagnosis Extraction: Identifies mentioned diagnoses and conditions\nTemporal Extraction: Captures when symptoms started, how long they've lasted\nAction Items: Identifies requested actions (appointments, refills, questions)"
      },
      {
        "title": "Input Format",
        "body": "[\n  {\n    \"id\": \"msg-123\",\n    \"priority_score\": 78,\n    \"priority_bucket\": \"P1\",\n    \"subject\": \"Medication side effects\",\n    \"from\": \"patient@example.com\",\n    \"date\": \"2026-02-27T10:30:00Z\",\n    \"body\": \"I've been feeling dizzy since starting the new blood pressure medication (Lisinopril 10mg) three days ago. My BP this morning was 145/92.\"\n  }\n]"
      },
      {
        "title": "Output Format",
        "body": "[\n  {\n    \"id\": \"msg-123\",\n    \"entities\": {\n      \"symptoms\": [\n        {\n          \"name\": \"dizziness\",\n          \"severity\": \"moderate\",\n          \"duration\": \"3 days\",\n          \"onset\": \"since starting new medication\"\n        }\n      ],\n      \"medications\": [\n        {\n          \"name\": \"Lisinopril\",\n          \"dosage\": \"10mg\",\n          \"frequency\": null,\n          \"context\": \"new medication\"\n        }\n      ],\n      \"lab_values\": [\n        {\n          \"type\": \"blood_pressure\",\n          \"value\": \"145/92\",\n          \"unit\": \"mmHg\",\n          \"timestamp\": \"this morning\"\n        }\n      ],\n      \"diagnoses\": [\n        {\n          \"name\": \"hypertension\",\n          \"context\": \"implied by blood pressure medication\"\n        }\n      ],\n      \"action_items\": [\n        {\n          \"type\": \"medication_review\",\n          \"reason\": \"possible side effect (dizziness)\"\n        }\n      ]\n    },\n    \"summary\": \"Patient reports dizziness after starting Lisinopril 10mg 3 days ago. BP elevated at 145/92. Possible medication side effect requiring review.\"\n  }\n]"
      },
      {
        "title": "Symptoms",
        "body": "Name, severity (mild/moderate/severe), duration, onset, progression (improving/stable/worsening)"
      },
      {
        "title": "Medications",
        "body": "Name, dosage, frequency, route, context (new/existing/stopped)"
      },
      {
        "title": "Lab Values",
        "body": "Type (BP, glucose, cholesterol, etc.), value, unit, timestamp, normal range"
      },
      {
        "title": "Diagnoses",
        "body": "Name, context (confirmed/suspected/ruled out)"
      },
      {
        "title": "Vital Signs",
        "body": "Temperature, heart rate, respiratory rate, oxygen saturation, blood pressure"
      },
      {
        "title": "Action Items",
        "body": "Type (appointment, refill, question, callback), urgency, reason"
      },
      {
        "title": "Medical Terminology Handling",
        "body": "The skill recognizes:\n\nCommon abbreviations (BP, HR, RR, O2 sat, etc.)\nBrand and generic medication names\nLay terms for medical conditions (\"sugar\" → diabetes, \"heart attack\" → MI)\nTemporal expressions (\"since yesterday\", \"for the past week\")"
      },
      {
        "title": "Integration",
        "body": "This skill can be invoked via the OpenClaw CLI:\n\nopenclaw skill run medical-entity-extractor --input '[{\"id\":\"msg-1\",\"priority_score\":78,...}]' --json\n\nOr programmatically:\n\nconst result = await execFileAsync('openclaw', [\n  'skill', 'run', 'medical-entity-extractor',\n  '--input', JSON.stringify(scoredMessages),\n  '--json'\n]);\n\nRecommended Model: Claude Sonnet 4.5 (openclaw models set anthropic/claude-sonnet-4-5)"
      },
      {
        "title": "Privacy & Security",
        "body": "All processing happens locally via OpenClaw\nNo data is sent to external services (except Claude API for LLM processing)\nExtracted entities remain in your local environment"
      }
    ],
    "body": "Medical Entity Extractor\n\nExtract structured medical information from unstructured patient messages.\n\nWhat This Skill Does\nSymptom Extraction: Identifies symptoms, severity, duration, and progression\nMedication Extraction: Finds medication names, dosages, frequencies, and side effects\nLab Value Extraction: Parses lab results, vital signs, and measurements\nDiagnosis Extraction: Identifies mentioned diagnoses and conditions\nTemporal Extraction: Captures when symptoms started, how long they've lasted\nAction Items: Identifies requested actions (appointments, refills, questions)\nInput Format\n[\n  {\n    \"id\": \"msg-123\",\n    \"priority_score\": 78,\n    \"priority_bucket\": \"P1\",\n    \"subject\": \"Medication side effects\",\n    \"from\": \"patient@example.com\",\n    \"date\": \"2026-02-27T10:30:00Z\",\n    \"body\": \"I've been feeling dizzy since starting the new blood pressure medication (Lisinopril 10mg) three days ago. My BP this morning was 145/92.\"\n  }\n]\n\nOutput Format\n[\n  {\n    \"id\": \"msg-123\",\n    \"entities\": {\n      \"symptoms\": [\n        {\n          \"name\": \"dizziness\",\n          \"severity\": \"moderate\",\n          \"duration\": \"3 days\",\n          \"onset\": \"since starting new medication\"\n        }\n      ],\n      \"medications\": [\n        {\n          \"name\": \"Lisinopril\",\n          \"dosage\": \"10mg\",\n          \"frequency\": null,\n          \"context\": \"new medication\"\n        }\n      ],\n      \"lab_values\": [\n        {\n          \"type\": \"blood_pressure\",\n          \"value\": \"145/92\",\n          \"unit\": \"mmHg\",\n          \"timestamp\": \"this morning\"\n        }\n      ],\n      \"diagnoses\": [\n        {\n          \"name\": \"hypertension\",\n          \"context\": \"implied by blood pressure medication\"\n        }\n      ],\n      \"action_items\": [\n        {\n          \"type\": \"medication_review\",\n          \"reason\": \"possible side effect (dizziness)\"\n        }\n      ]\n    },\n    \"summary\": \"Patient reports dizziness after starting Lisinopril 10mg 3 days ago. BP elevated at 145/92. Possible medication side effect requiring review.\"\n  }\n]\n\nEntity Types\nSymptoms\nName, severity (mild/moderate/severe), duration, onset, progression (improving/stable/worsening)\nMedications\nName, dosage, frequency, route, context (new/existing/stopped)\nLab Values\nType (BP, glucose, cholesterol, etc.), value, unit, timestamp, normal range\nDiagnoses\nName, context (confirmed/suspected/ruled out)\nVital Signs\nTemperature, heart rate, respiratory rate, oxygen saturation, blood pressure\nAction Items\nType (appointment, refill, question, callback), urgency, reason\nMedical Terminology Handling\n\nThe skill recognizes:\n\nCommon abbreviations (BP, HR, RR, O2 sat, etc.)\nBrand and generic medication names\nLay terms for medical conditions (\"sugar\" → diabetes, \"heart attack\" → MI)\nTemporal expressions (\"since yesterday\", \"for the past week\")\nIntegration\n\nThis skill can be invoked via the OpenClaw CLI:\n\nopenclaw skill run medical-entity-extractor --input '[{\"id\":\"msg-1\",\"priority_score\":78,...}]' --json\n\n\nOr programmatically:\n\nconst result = await execFileAsync('openclaw', [\n  'skill', 'run', 'medical-entity-extractor',\n  '--input', JSON.stringify(scoredMessages),\n  '--json'\n]);\n\n\nRecommended Model: Claude Sonnet 4.5 (openclaw models set anthropic/claude-sonnet-4-5)\n\nPrivacy & Security\nAll processing happens locally via OpenClaw\nNo data is sent to external services (except Claude API for LLM processing)\nExtracted entities remain in your local environment"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/binubmuse/medical-entity-extractor",
    "publisherUrl": "https://clawhub.ai/binubmuse/medical-entity-extractor",
    "owner": "binubmuse",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/medical-entity-extractor",
    "downloadUrl": "https://openagent3.xyz/downloads/medical-entity-extractor",
    "agentUrl": "https://openagent3.xyz/skills/medical-entity-extractor/agent",
    "manifestUrl": "https://openagent3.xyz/skills/medical-entity-extractor/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/medical-entity-extractor/agent.md"
  }
}