feat(pipelines): add 10 industry-specific pipeline templates
Education (3): research-to-quiz, student-analysis, lesson-plan Healthcare (3): policy-compliance, meeting-minutes, data-report Design Shantou (4): trend-to-design, competitor-research, client-communication, supply-chain-collect
This commit is contained in:
iven
205
pipelines/healthcare/data-report.yaml
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205
pipelines/healthcare/data-report.yaml
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# ZCLAW Pipeline - 医疗数据报告生成
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# 输入科室运营数据，自动生成结构化运营分析报告
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apiVersion: zclaw/v1
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kind: Pipeline
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metadata:
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name: healthcare-data-report
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displayName: 医疗数据报告生成
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category: healthcare
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industry: healthcare
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description: 输入科室运营数据（门诊量、住院、手术、费用等），自动生成运营分析报告
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tags:
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- 医疗
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- 数据报告
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- 运营分析
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- 行政管理
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icon: 📈
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author: ZCLAW
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version: 1.0.0
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spec:
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inputs:
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- name: data_content
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type: text
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required: true
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label: 运营数据
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placeholder: |
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粘贴科室运营数据，支持格式：
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指标名称,数值 或自由文本描述
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例如：门诊量 1250人次，同比增长8%
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- name: report_period
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type: select
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required: false
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label: 报告周期
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default: 月报
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options:
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- 周报
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- 月报
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- 季报
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- 半年报
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- 年报
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- name: department
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type: string
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required: false
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label: 科室
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placeholder: 例如：内科、外科、急诊科
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- name: focus_areas
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type: multi-select
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required: false
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label: 分析重点
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default:
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- volume_analysis
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- quality_metrics
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- financial
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options:
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- volume_analysis
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- quality_metrics
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- financial
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- patient_satisfaction
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- resource_utilization
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steps:
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# Step 1: 数据解析
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- id: parse_data
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description: 解析原始数据为结构化指标
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action:
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type: llm_generate
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template: |
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解析以下医疗运营数据为结构化指标：
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报告周期: {{report_period}}
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科室: {{department}}
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原始数据:
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```
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{{data_content}}
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```
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请生成 JSON 格式：
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{
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"metrics": {
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"outpatient": {"value": 0, "unit": "人次", "yoy_change": "同比变化"},
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"inpatient": {"value": 0, "unit": "人次", "yoy_change": ""},
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"surgery": {"value": 0, "unit": "台次", "yoy_change": ""},
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"bed_occupancy": {"value": "0%", "unit": "", "yoy_change": ""},
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"average_stay": {"value": "0天", "unit": "", "yoy_change": ""},
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"revenue": {"value": "0万", "unit": "", "yoy_change": ""}
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},
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"data_quality": "数据完整/部分缺失",
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"missing_fields": ["缺失指标"]
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}
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input:
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data_content: ${inputs.data_content}
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report_period: ${inputs.report_period}
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department: ${inputs.department}
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json_mode: true
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temperature: 0.3
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max_tokens: 2000
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# Step 2: 同比环比分析
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- id: trend_analysis
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description: 同比环比趋势分析
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action:
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type: llm_generate
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template: |
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对以下医疗指标进行趋势分析：
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科室: ${inputs.department}
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报告周期: ${inputs.report_period}
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结构化数据: ${steps.parse_data.output}
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请生成 JSON 格式：
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{
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"trends": [
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{
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"metric": "指标名称",
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"current": "当前值",
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"previous": "上期值",
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"change_rate": "变化率",
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"trend": "上升/下降/持平",
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"assessment": "正常/需关注/预警"
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}
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],
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"highlights": ["亮点1", "亮点2"],
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"concerns": ["关注点1", "关注点2"],
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"overall_assessment": "整体评估"
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}
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input:
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department: ${inputs.department}
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report_period: ${inputs.report_period}
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data: ${steps.parse_data.output}
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json_mode: true
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temperature: 0.4
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max_tokens: 2500
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# Step 3: 质量指标分析
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- id: quality_analysis
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description: 医疗质量指标分析
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action:
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type: llm_generate
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template: |
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基于运营数据进行医疗质量分析：
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科室: ${inputs.department}
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运营数据: ${steps.parse_data.output}
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趋势分析: ${steps.trend_analysis.output}
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请生成 JSON 格式：
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{
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"quality_indicators": [
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{"indicator": "质量指标", "value": "当前值", "benchmark": "参考标准", "status": "达标/未达标"}
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],
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"safety_events": "安全事件统计",
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"improvement_areas": ["改进方向1", "改进方向2"],
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"recommendations": ["质量改进建议1", "质量改进建议2"]
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}
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input:
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department: ${inputs.department}
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data: ${steps.parse_data.output}
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trends: ${steps.trend_analysis.output}
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json_mode: true
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temperature: 0.4
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max_tokens: 2000
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# Step 4: 生成完整报告
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- id: generate_report
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description: 生成完整运营分析报告
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action:
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type: llm_generate
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template: |
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生成完整的医疗运营分析报告：
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科室: ${inputs.department}
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周期: ${inputs.report_period}
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请生成 JSON 格式报告：
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{
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"title": "报告标题",
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"executive_summary": "200字摘要",
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"data_overview": "数据概览",
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"key_findings": ["关键发现1", "关键发现2", "关键发现3"],
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"action_items": ["行动建议1", "行动建议2"],
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"preview_text": "300字报告预览"
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}
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input:
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department: ${inputs.department}
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report_period: ${inputs.report_period}
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data: ${steps.parse_data.output}
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trends: ${steps.trend_analysis.output}
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quality: ${steps.quality_analysis.output}
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json_mode: true
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temperature: 0.5
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max_tokens: 2000
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outputs:
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parsed_data: ${steps.parse_data.output}
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trends: ${steps.trend_analysis.output}
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quality: ${steps.quality_analysis.output}
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report: ${steps.generate_report.output}
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on_error: stop
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timeout_secs: 240
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205
pipelines/healthcare/meeting-minutes.yaml
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205
pipelines/healthcare/meeting-minutes.yaml
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# ZCLAW Pipeline - 医疗行政会议纪要
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# 输入会议内容，自动生成结构化纪要、决议事项、待办追踪和会签单
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apiVersion: zclaw/v1
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kind: Pipeline
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metadata:
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name: healthcare-meeting-minutes
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displayName: 医疗会议→纪要→待办
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category: healthcare
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industry: healthcare
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description: 专为医疗行政会议设计，自动生成结构化纪要、决议事项追踪表和会签单
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tags:
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- 医疗
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- 会议纪要
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- 行政管理
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- 待办追踪
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icon: 📝
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author: ZCLAW
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version: 1.0.0
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spec:
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inputs:
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- name: meeting_content
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type: text
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required: true
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label: 会议内容
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placeholder: 粘贴会议记录、转录文本或笔记
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- name: meeting_title
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type: string
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required: false
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label: 会议名称
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placeholder: 例如：2026年第一季度医疗质量委员会
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- name: meeting_type
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type: select
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required: false
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label: 会议类型
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default: 院务会
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options:
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- 院务会
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- 科主任会
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- 医疗质量委员会
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- 药事委员会
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- 伦理委员会
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- 感控委员会
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- 科室例会
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- 专项讨论
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- name: participants
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type: string
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required: false
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label: 参会人员
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placeholder: 例如：张院长、李主任、王科长
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steps:
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# Step 1: 提取会议信息
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- id: extract_info
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description: 提取会议基本信息
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action:
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type: llm_generate
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template: |
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从医疗行政会议内容中提取基本信息：
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会议名称: {{meeting_title}}
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会议类型: {{meeting_type}}
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会议内容:
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```
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{{meeting_content}}
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```
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请生成 JSON 格式：
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{
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"meeting_topic": "会议议题",
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"date": "会议日期",
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"location": "会议地点",
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"chairperson": "主持人",
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"recorder": "记录人",
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"attendees": [{"name": "姓名", "title": "职务/科室"}],
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"quorum": "是否满足法定人数"
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}
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input:
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meeting_content: ${inputs.meeting_content}
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meeting_title: ${inputs.meeting_title}
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meeting_type: ${inputs.meeting_type}
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participants: ${inputs.participants}
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json_mode: true
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temperature: 0.3
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max_tokens: 1500
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# Step 2: 提取议题讨论
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- id: extract_discussions
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description: 提取各议题讨论要点
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action:
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type: llm_generate
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template: |
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从医疗行政会议内容中提取各议题讨论要点：
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会议类型: ${inputs.meeting_type}
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会议内容:
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```
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${inputs.meeting_content}
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```
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请生成 JSON 格式：
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{
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"agenda_items": [
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{
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"topic": "议题名称",
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"presenter": "汇报人",
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"key_points": ["要点1", "要点2"],
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"discussion_summary": "讨论摘要",
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"different_opinions": ["不同意见1"],
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"data_mentioned": ["提及的数据/指标1"]
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}
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]
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}
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input:
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meeting_content: ${inputs.meeting_content}
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meeting_type: ${inputs.meeting_type}
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json_mode: true
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temperature: 0.4
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max_tokens: 3000
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# Step 3: 提取决议和待办
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- id: extract_resolutions
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description: 提取决议事项和待办追踪
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action:
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type: llm_generate
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template: |
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从医疗行政会议内容中提取决议和待办：
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议题讨论: ${steps.extract_discussions.output}
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请生成 JSON 格式：
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{
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"resolutions": [
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{
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"resolution": "决议内容",
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"resolution_type": "通过|修改后通过|暂缓|否决",
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"conditions": "附加条件",
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"votes": "表决情况（如适用）"
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}
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],
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"action_items": [
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{
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"task": "待办事项",
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"assignee": "责任人",
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"department": "责任科室",
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"deadline": "完成时限",
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"priority": "紧急/重要/一般",
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"status": "新增/跟进",
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"follow_up_meeting": "下次汇报时间"
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}
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],
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"pending_issues": ["遗留问题1", "遗留问题2"]
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}
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input:
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discussions: ${steps.extract_discussions.output}
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json_mode: true
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temperature: 0.4
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max_tokens: 3000
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# Step 4: 生成会签单
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- id: generate_signoff
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description: 生成会签单和纪要正文
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action:
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type: llm_generate
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template: |
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生成医疗行政会议纪要正文和会签单：
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会议信息: ${steps.extract_info.output}
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议题讨论: ${steps.extract_discussions.output}
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决议待办: ${steps.extract_resolutions.output}
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请生成 JSON 格式：
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{
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"minutes_text": "纪要正文（格式化的完整纪要文本）",
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"sign_off": {
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"prepared_by": "纪要整理人",
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"reviewed_by": "审核人",
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"approved_by": "签发人",
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"distribution_list": ["抄送科室1", "抄送科室2"],
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"confidentiality": "公开/内部/机密"
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},
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"preview_text": "200字纪要摘要"
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}
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input:
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info: ${steps.extract_info.output}
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discussions: ${steps.extract_discussions.output}
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resolutions: ${steps.extract_resolutions.output}
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json_mode: true
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temperature: 0.5
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max_tokens: 3000
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outputs:
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meeting_info: ${steps.extract_info.output}
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discussions: ${steps.extract_discussions.output}
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resolutions: ${steps.extract_resolutions.output}
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signoff: ${steps.generate_signoff.output}
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on_error: stop
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timeout_secs: 180
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205
pipelines/healthcare/policy-compliance.yaml
Normal file
205
pipelines/healthcare/policy-compliance.yaml
Normal file
@@ -0,0 +1,205 @@
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# ZCLAW Pipeline - 政策摘要与合规报告
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# 输入医疗政策文件，自动生成政策摘要、影响分析和合规行动清单
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apiVersion: zclaw/v1
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kind: Pipeline
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metadata:
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name: policy-compliance-report
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displayName: 政策→摘要→合规报告
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category: healthcare
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industry: healthcare
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description: 输入医疗政策文件或链接，自动生成政策摘要、对本院/科室的影响分析、合规行动清单
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tags:
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- 医疗
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- 政策解读
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- 合规
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- 行政管理
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||||
icon: 📑
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author: ZCLAW
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version: 1.0.0
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spec:
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inputs:
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- name: policy_content
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type: text
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required: true
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label: 政策内容
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placeholder: 粘贴政策文件全文或关键条款
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- name: policy_name
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type: string
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required: false
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label: 政策名称
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placeholder: 例如：关于推进分级诊疗制度建设的指导意见
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- name: institution_type
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type: select
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required: false
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label: 机构类型
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default: 综合医院
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options:
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- 综合医院
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- 专科医院
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- 社区卫生中心
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- 乡镇卫生院
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- 民营医院
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- 其他
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- name: department
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type: string
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required: false
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label: 关注科室
|
||||
placeholder: 例如：医务科、医保办、信息科（可多科室）
|
||||
|
||||
- name: compliance_deadline
|
||||
type: string
|
||||
required: false
|
||||
label: 合规截止日期
|
||||
placeholder: 例如：2026年6月30日
|
||||
|
||||
steps:
|
||||
# Step 1: 政策摘要
|
||||
- id: policy_summary
|
||||
description: 生成政策核心要点摘要
|
||||
action:
|
||||
type: llm_generate
|
||||
template: |
|
||||
请对以下医疗政策生成摘要：
|
||||
|
||||
政策名称: {{policy_name}}
|
||||
|
||||
政策内容:
|
||||
```
|
||||
{{policy_content}}
|
||||
```
|
||||
|
||||
请生成 JSON 格式摘要：
|
||||
{
|
||||
"title": "政策标题",
|
||||
"issuing_authority": "发文机关",
|
||||
"effective_date": "生效日期",
|
||||
"core_requirements": [
|
||||
{"requirement": "核心要求", "detail": "具体内容", "priority": "高/中/低"}
|
||||
],
|
||||
"key_changes": ["主要变化1", "主要变化2"],
|
||||
"scope": "适用范围",
|
||||
"summary_200": "200字摘要"
|
||||
}
|
||||
input:
|
||||
policy_content: ${inputs.policy_content}
|
||||
policy_name: ${inputs.policy_name}
|
||||
json_mode: true
|
||||
temperature: 0.3
|
||||
max_tokens: 2500
|
||||
|
||||
# Step 2: 影响分析
|
||||
- id: impact_analysis
|
||||
description: 分析政策对本院/科室的影响
|
||||
action:
|
||||
type: llm_generate
|
||||
template: |
|
||||
分析以下政策对医疗机构的实际影响：
|
||||
|
||||
政策摘要: ${steps.policy_summary.output}
|
||||
机构类型: {{institution_type}}
|
||||
关注科室: {{department}}
|
||||
|
||||
请生成 JSON 格式分析：
|
||||
{
|
||||
"direct_impacts": [
|
||||
{"area": "受影响领域", "impact": "具体影响", "severity": "高/中/低"}
|
||||
],
|
||||
"indirect_impacts": ["间接影响1", "间接影响2"],
|
||||
"affected_workflows": [
|
||||
{"workflow": "受影响的工作流程", "change": "需要的变化", "effort": "实施难度"}
|
||||
],
|
||||
"risk_assessment": {
|
||||
"compliance_risks": ["合规风险1"],
|
||||
"operational_risks": ["运营风险1"],
|
||||
"financial_impact": "财务影响评估"
|
||||
}
|
||||
}
|
||||
input:
|
||||
summary: ${steps.policy_summary.output}
|
||||
institution_type: ${inputs.institution_type}
|
||||
department: ${inputs.department}
|
||||
json_mode: true
|
||||
temperature: 0.4
|
||||
max_tokens: 3000
|
||||
|
||||
# Step 3: 合规行动清单
|
||||
- id: action_items
|
||||
description: 生成合规行动清单和时间线
|
||||
action:
|
||||
type: llm_generate
|
||||
template: |
|
||||
基于影响分析，生成合规行动清单：
|
||||
|
||||
政策摘要: ${steps.policy_summary.output}
|
||||
影响分析: ${steps.impact_analysis.output}
|
||||
合规截止日期: {{compliance_deadline}}
|
||||
|
||||
请生成 JSON 格式清单：
|
||||
{
|
||||
"immediate_actions": [
|
||||
{"action": "立即行动", "owner": "责任部门", "deadline": "截止日期", "priority": "紧急"}
|
||||
],
|
||||
"short_term_actions": [
|
||||
{"action": "短期行动(1-3月)", "owner": "责任部门", "deadline": "截止日期", "priority": "高/中"}
|
||||
],
|
||||
"long_term_actions": [
|
||||
{"action": "长期行动(3-12月)", "owner": "责任部门", "milestones": ["里程碑1"]}
|
||||
],
|
||||
"budget_estimation": {
|
||||
"min_cost": "最低成本估计",
|
||||
"max_cost": "最高成本估计",
|
||||
"major_items": ["大项支出1"]
|
||||
}
|
||||
}
|
||||
input:
|
||||
summary: ${steps.policy_summary.output}
|
||||
impact: ${steps.impact_analysis.output}
|
||||
compliance_deadline: ${inputs.compliance_deadline}
|
||||
json_mode: true
|
||||
temperature: 0.4
|
||||
max_tokens: 3000
|
||||
|
||||
# Step 4: 生成合规报告
|
||||
- id: generate_report
|
||||
description: 生成完整合规报告
|
||||
action:
|
||||
type: llm_generate
|
||||
template: |
|
||||
生成完整的政策合规报告摘要：
|
||||
|
||||
政策: ${inputs.policy_name}
|
||||
机构: ${inputs.institution_type}
|
||||
|
||||
请生成 JSON 格式报告：
|
||||
{
|
||||
"title": "合规报告标题",
|
||||
"executive_summary": "200字摘要",
|
||||
"compliance_status": "当前合规状态评估",
|
||||
"gap_analysis": "差距分析摘要",
|
||||
"total_action_items": 0,
|
||||
"urgent_count": 0,
|
||||
"preview_text": "300字报告预览"
|
||||
}
|
||||
input:
|
||||
policy_name: ${inputs.policy_name}
|
||||
institution_type: ${inputs.institution_type}
|
||||
summary: ${steps.policy_summary.output}
|
||||
impact: ${steps.impact_analysis.output}
|
||||
actions: ${steps.action_items.output}
|
||||
json_mode: true
|
||||
temperature: 0.5
|
||||
max_tokens: 1500
|
||||
|
||||
outputs:
|
||||
summary: ${steps.policy_summary.output}
|
||||
impact: ${steps.impact_analysis.output}
|
||||
actions: ${steps.action_items.output}
|
||||
report: ${steps.generate_report.output}
|
||||
|
||||
on_error: stop
|
||||
timeout_secs: 240
|
||||
Reference in New Issue
Block a user