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/education/research-to-quiz.yaml
+++ b/pipelines/education/research-to-quiz.yaml
@@ -0,0 +1,268 @@
+# ZCLAW Pipeline - 教研到测验一站式生成
+# 输入教研主题，自动完成：文献调研 → 课件大纲 → 互动场景 → 课后测验
+
+apiVersion: zclaw/v1
+kind: Pipeline
+metadata:
+  name: research-to-quiz
+  displayName: 教研→课件→测验
+  category: education
+  industry: education
+  description: 输入教研主题，自动生成文献摘要、课件大纲、互动场景和测验题目
+  tags:
+    - 教育
+    - 教研
+    - 课件生成
+    - 测验
+  icon: 🎓
+  author: ZCLAW
+  version: 1.0.0
+
+spec:
+  inputs:
+    - name: topic
+      type: string
+      required: true
+      label: 教研主题
+      placeholder: 例如：PBL 项目式学习在初中科学课中的应用
+      validation:
+        min_length: 4
+        max_length: 200
+
+    - name: subject
+      type: select
+      required: false
+      label: 学科
+      default: 综合
+      options:
+        - 语文
+        - 数学
+        - 英语
+        - 物理
+        - 化学
+        - 生物
+        - 历史
+        - 地理
+        - 科学
+        - 信息科技
+        - 综合
+
+    - name: grade_level
+      type: select
+      required: false
+      label: 学段
+      default: 初中
+      options:
+        - 小学低段(1-3)
+        - 小学高段(4-6)
+        - 初中
+        - 高中
+        - 大学
+        - 成人教育
+
+    - name: scene_count
+      type: number
+      required: false
+      label: 互动场景数
+      default: 4
+      validation:
+        min: 2
+        max: 10
+
+    - name: quiz_count
+      type: number
+      required: false
+      label: 测验题数
+      default: 5
+      validation:
+        min: 3
+        max: 20
+
+  steps:
+    # Step 1: 文献调研摘要
+    - id: literature_review
+      description: 针对教研主题生成文献综述和关键发现
+      action:
+        type: llm_generate
+        template: |
+          你是一位资深教育研究员。请针对以下教研主题生成文献综述：
+
+          主题: {{topic}}
+          学科: {{subject}}
+          学段: {{grade_level}}
+
+          请生成 JSON 格式的文献综述：
+          {
+            "title": "综述标题",
+            "summary": "200字以内概述",
+            "key_findings": [
+              {"finding": "核心发现", "source_type": "期刊/报告/政策", "implication": "实践启示"}
+            ],
+            "trends": ["趋势1", "趋势2", "趋势3"],
+            "gaps": ["研究空白1", "研究空白2"]
+          }
+        input:
+          topic: ${inputs.topic}
+          subject: ${inputs.subject}
+          grade_level: ${inputs.grade_level}
+        json_mode: true
+        temperature: 0.6
+        max_tokens: 2500
+
+    # Step 2: 生成课件大纲
+    - id: generate_outline
+      description: 基于文献综述生成课件大纲
+      action:
+        type: llm_generate
+        template: |
+          基于以下文献综述，设计一节完整的课件大纲：
+
+          教研主题: ${inputs.topic}
+          学科: ${inputs.subject}
+          学段: ${inputs.grade_level}
+
+          文献综述关键发现:
+          ${steps.literature_review.output.key_findings}
+
+          请生成 JSON 格式的课件大纲：
+          {
+            "title": "课件标题",
+            "objectives": ["教学目标1", "教学目标2", "教学目标3"],
+            "sections": [
+              {
+                "title": "章节标题",
+                "duration_mins": 10,
+                "type": "导入|讲解|互动|练习|总结",
+                "key_points": ["要点1", "要点2"]
+              }
+            ],
+            "materials": ["教学材料1", "教学材料2"]
+          }
+        input:
+          topic: ${inputs.topic}
+          subject: ${inputs.subject}
+          grade_level: ${inputs.grade_level}
+          findings: ${steps.literature_review.output.key_findings}
+        json_mode: true
+        temperature: 0.7
+        max_tokens: 2000
+
+    # Step 3: 并行生成互动场景
+    - id: generate_scenes
+      description: 为课件各章节生成互动教学场景
+      action:
+        type: parallel
+        each: ${steps.generate_outline.output.sections}
+        max_workers: 4
+        step:
+          id: scene_item
+          action:
+            type: llm_generate
+            template: |
+              为以下课件章节设计互动教学场景：
+
+              主题: ${inputs.topic}
+              章节: {{item.title}}
+              类型: {{item.type}}
+              要点: {{item.key_points}}
+              学段: ${inputs.grade_level}
+
+              请生成 JSON 格式的互动场景：
+              {
+                "section_title": "{{item.title}}",
+                "scene_type": "讨论|实验|角色扮演|小组竞赛|案例分析",
+                "description": "场景描述",
+                "teacher_guide": "教师引导语",
+                "student_prompt": "学生任务提示",
+                "duration_mins": 5,
+                "materials_needed": ["材料1"],
+                "assessment": "评价方式"
+              }
+            input:
+              item: ${item}
+            json_mode: true
+            temperature: 0.8
+            max_tokens: 1000
+
+    # Step 4: 生成测验题目
+    - id: generate_quiz
+      description: 根据课件内容生成测验
+      action:
+        type: llm_generate
+        template: |
+          基于以下课件内容生成测验题：
+
+          教研主题: ${inputs.topic}
+          教学目标: ${steps.generate_outline.output.objectives}
+          场景数: ${steps.generate_scenes.output | length}
+          题目数量: {{quiz_count}}
+          学段: ${inputs.grade_level}
+
+          请生成 JSON 格式测验：
+          {
+            "quiz_title": "测验标题",
+            "questions": [
+              {
+                "type": "single_choice|multi_choice|true_false|short_answer",
+                "question": "题目内容",
+                "options": ["A", "B", "C", "D"],
+                "correct": "A",
+                "explanation": "解析",
+                "difficulty": "基础|提高|挑战",
+                "related_objective": "对应教学目标"
+              }
+            ]
+          }
+        input:
+          topic: ${inputs.topic}
+          objectives: ${steps.generate_outline.output.objectives}
+          scene_count: ${steps.generate_scenes.output | length}
+          quiz_count: ${inputs.quiz_count}
+          grade_level: ${inputs.grade_level}
+        json_mode: true
+        temperature: 0.5
+        max_tokens: 3000
+
+    # Step 5: 组装完整输出
+    - id: assemble_output
+      description: 组装教研→课件→测验完整包
+      action:
+        type: llm_generate
+        template: |
+          请将以下内容整合为一份完整的教学方案摘要：
+
+          文献综述: ${steps.literature_review.output.summary}
+          课件大纲: ${steps.generate_outline.output.title}
+          互动场景数: ${steps.generate_scenes.output | length}
+          测验题数: ${inputs.quiz_count}
+
+          生成 JSON 格式摘要：
+          {
+            "title": "方案标题",
+            "literature_summary": "文献综述摘要",
+            "course_outline": "课件大纲摘要",
+            "total_interactive_scenes": 0,
+            "total_quiz_questions": 0,
+            "estimated_duration_mins": 0,
+            "preview_text": "300字方案预览"
+          }
+        input:
+          literature: ${steps.literature_review.output}
+          outline: ${steps.generate_outline.output}
+          scenes: ${steps.generate_scenes.output}
+          quiz: ${steps.generate_quiz.output}
+          quiz_count: ${inputs.quiz_count}
+        json_mode: true
+        temperature: 0.5
+        max_tokens: 1500
+
+  outputs:
+    literature: ${steps.literature_review.output}
+    outline: ${steps.generate_outline.output}
+    scenes: ${steps.generate_scenes.output}
+    quiz: ${steps.generate_quiz.output}
+    summary: ${steps.assemble_output.output}
+
+  on_error: stop
+  timeout_secs: 300
+  max_workers: 4