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
2026-04-01 23:43:45 +08:00
parent 17a2501808
commit c6bd4aea27
10 changed files with 2318 additions and 0 deletions
--- a/pipelines/healthcare/data-report.yaml
+++ b/pipelines/healthcare/data-report.yaml
@@ -0,0 +1,205 @@
+# ZCLAW Pipeline - 医疗数据报告生成
+# 输入科室运营数据，自动生成结构化运营分析报告
+
+apiVersion: zclaw/v1
+kind: Pipeline
+metadata:
+  name: healthcare-data-report
+  displayName: 医疗数据报告生成
+  category: healthcare
+  industry: healthcare
+  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
+  tags:
+    - 医疗
+    - 数据报告
+    - 运营分析
+    - 行政管理
+  icon: 📈
+  author: ZCLAW
+  version: 1.0.0
+
+spec:
+  inputs:
+    - name: data_content
+      type: text
+      required: true
+      label: 运营数据
+      placeholder: |
+        粘贴科室运营数据，支持格式：
+        指标名称,数值 或自由文本描述
+        例如：门诊量 1250人次，同比增长8%
+
+    - name: report_period
+      type: select
+      required: false
+      label: 报告周期
+      default: 月报
+      options:
+        - 周报
+        - 月报
+        - 季报
+        - 半年报
+        - 年报
+
+    - name: department
+      type: string
+      required: false
+      label: 科室
+      placeholder: 例如：内科、外科、急诊科
+
+    - name: focus_areas
+      type: multi-select
+      required: false
+      label: 分析重点
+      default:
+        - volume_analysis
+        - quality_metrics
+        - financial
+      options:
+        - volume_analysis
+        - quality_metrics
+        - financial
+        - patient_satisfaction
+        - resource_utilization
+
+  steps:
+    # Step 1: 数据解析
+    - id: parse_data
+      description: 解析原始数据为结构化指标
+      action:
+        type: llm_generate
+        template: |
+          解析以下医疗运营数据为结构化指标：
+
+          报告周期: {{report_period}}
+          科室: {{department}}
+
+          原始数据:
+          ```
+          {{data_content}}
+          ```
+
+          请生成 JSON 格式：
+          {
+            "metrics": {
+              "outpatient": {"value": 0, "unit": "人次", "yoy_change": "同比变化"},
+              "inpatient": {"value": 0, "unit": "人次", "yoy_change": ""},
+              "surgery": {"value": 0, "unit": "台次", "yoy_change": ""},
+              "bed_occupancy": {"value": "0%", "unit": "", "yoy_change": ""},
+              "average_stay": {"value": "0天", "unit": "", "yoy_change": ""},
+              "revenue": {"value": "0万", "unit": "", "yoy_change": ""}
+            },
+            "data_quality": "数据完整/部分缺失",
+            "missing_fields": ["缺失指标"]
+          }
+        input:
+          data_content: ${inputs.data_content}
+          report_period: ${inputs.report_period}
+          department: ${inputs.department}
+        json_mode: true
+        temperature: 0.3
+        max_tokens: 2000
+
+    # Step 2: 同比环比分析
+    - id: trend_analysis
+      description: 同比环比趋势分析
+      action:
+        type: llm_generate
+        template: |
+          对以下医疗指标进行趋势分析：
+
+          科室: ${inputs.department}
+          报告周期: ${inputs.report_period}
+          结构化数据: ${steps.parse_data.output}
+
+          请生成 JSON 格式：
+          {
+            "trends": [
+              {
+                "metric": "指标名称",
+                "current": "当前值",
+                "previous": "上期值",
+                "change_rate": "变化率",
+                "trend": "上升/下降/持平",
+                "assessment": "正常/需关注/预警"
+              }
+            ],
+            "highlights": ["亮点1", "亮点2"],
+            "concerns": ["关注点1", "关注点2"],
+            "overall_assessment": "整体评估"
+          }
+        input:
+          department: ${inputs.department}
+          report_period: ${inputs.report_period}
+          data: ${steps.parse_data.output}
+        json_mode: true
+        temperature: 0.4
+        max_tokens: 2500
+
+    # Step 3: 质量指标分析
+    - id: quality_analysis
+      description: 医疗质量指标分析
+      action:
+        type: llm_generate
+        template: |
+          基于运营数据进行医疗质量分析：
+
+          科室: ${inputs.department}
+          运营数据: ${steps.parse_data.output}
+          趋势分析: ${steps.trend_analysis.output}
+
+          请生成 JSON 格式：
+          {
+            "quality_indicators": [
+              {"indicator": "质量指标", "value": "当前值", "benchmark": "参考标准", "status": "达标/未达标"}
+            ],
+            "safety_events": "安全事件统计",
+            "improvement_areas": ["改进方向1", "改进方向2"],
+            "recommendations": ["质量改进建议1", "质量改进建议2"]
+          }
+        input:
+          department: ${inputs.department}
+          data: ${steps.parse_data.output}
+          trends: ${steps.trend_analysis.output}
+        json_mode: true
+        temperature: 0.4
+        max_tokens: 2000
+
+    # Step 4: 生成完整报告
+    - id: generate_report
+      description: 生成完整运营分析报告
+      action:
+        type: llm_generate
+        template: |
+          生成完整的医疗运营分析报告：
+
+          科室: ${inputs.department}
+          周期: ${inputs.report_period}
+
+          请生成 JSON 格式报告：
+          {
+            "title": "报告标题",
+            "executive_summary": "200字摘要",
+            "data_overview": "数据概览",
+            "key_findings": ["关键发现1", "关键发现2", "关键发现3"],
+            "action_items": ["行动建议1", "行动建议2"],
+            "preview_text": "300字报告预览"
+          }
+        input:
+          department: ${inputs.department}
+          report_period: ${inputs.report_period}
+          data: ${steps.parse_data.output}
+          trends: ${steps.trend_analysis.output}
+          quality: ${steps.quality_analysis.output}
+        json_mode: true
+        temperature: 0.5
+        max_tokens: 2000
+
+  outputs:
+    parsed_data: ${steps.parse_data.output}
+    trends: ${steps.trend_analysis.output}
+    quality: ${steps.quality_analysis.output}
+    report: ${steps.generate_report.output}
+
+  on_error: stop
+  timeout_secs: 240