Refine member context profiling detail

plugins/member_context/member_context.yml

@@ -0,0 +1,351 @@
+app:
+  description: 按群和日期提取群成员日画像，输出严格 JSON，供 member_context 插件直接消费
+  icon: 🤖
+  icon_background: '#E0F2FE'
+  mode: workflow
+  name: member_context
+  use_icon_as_answer_icon: false
+dependencies:
+- current_identifier: null
+  type: marketplace
+  value:
+    marketplace_plugin_unique_identifier: langgenius/openai_api_compatible:0.0.27@f9ce3ff5e28f09931a3a7fca59add2d09590408f7e9a3d701b10c77a60249719
+    version: null
+kind: app
+version: 0.5.0
+workflow:
+  conversation_variables: []
+  environment_variables: []
+  features:
+    file_upload:
+      allowed_file_extensions:
+      - .TXT
+      allowed_file_types:
+      - document
+      allowed_file_upload_methods:
+      - local_file
+      - remote_url
+      enabled: false
+      fileUploadConfig:
+        audio_file_size_limit: 50
+        batch_count_limit: 5
+        file_size_limit: 15
+        image_file_batch_limit: 10
+        image_file_size_limit: 10
+        single_chunk_attachment_limit: 10
+        video_file_size_limit: 100
+        workflow_file_upload_limit: 10
+      image:
+        enabled: false
+        number_limits: 3
+        transfer_methods:
+        - local_file
+        - remote_url
+      number_limits: 3
+    opening_statement: ''
+    retriever_resource:
+      enabled: false
+    sensitive_word_avoidance:
+      enabled: false
+    speech_to_text:
+      enabled: false
+    suggested_questions: []
+    suggested_questions_after_answer:
+      enabled: false
+    text_to_speech:
+      enabled: false
+      language: ''
+      voice: ''
+  graph:
+    edges:
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: start
+        targetType: llm
+      id: start-source-llm-target
+      selected: false
+      source: start_node
+      sourceHandle: source
+      target: llm_node
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: llm
+        targetType: end
+      id: llm-source-end-target
+      selected: false
+      source: llm_node
+      sourceHandle: source
+      target: end_node
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInIteration: false
+        isInLoop: false
+        sourceType: llm
+        targetType: llm
+      id: llm_node-fail-branch-1775115372864-target
+      source: llm_node
+      sourceHandle: fail-branch
+      target: '1775115372864'
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    - data:
+        isInLoop: false
+        sourceType: llm
+        targetType: end
+      id: 1775115372864-source-end_node-target
+      source: '1775115372864'
+      sourceHandle: source
+      target: end_node
+      targetHandle: target
+      type: custom
+      zIndex: 0
+    nodes:
+    - data:
+        desc: ''
+        selected: false
+        title: 开始
+        type: start
+        variables:
+        - label: query
+          max_length: 120000
+          options: []
+          required: false
+          type: paragraph
+          variable: query
+        - label: chatroom_id
+          max_length: 128
+          options: []
+          required: true
+          type: text-input
+          variable: chatroom_id
+        - label: digest_date
+          max_length: 32
+          options: []
+          required: true
+          type: text-input
+          variable: digest_date
+        - label: member_labels
+          max_length: 50000
+          options: []
+          required: true
+          type: paragraph
+          variable: member_labels
+        - label: compressed_chat
+          max_length: 200000
+          options: []
+          required: true
+          type: paragraph
+          variable: compressed_chat
+      height: 213
+      id: start_node
+      position:
+        x: 0
+        y: 0
+      positionAbsolute:
+        x: 0
+        y: 0
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        context:
+          enabled: false
+          variable_selector: []
+        desc: ''
+        error_strategy: fail-branch
+        model:
+          completion_params:
+            temperature: 0.2
+          mode: chat
+          name: gpt-5.4-mini
+          provider: langgenius/openai_api_compatible/openai_api_compatible
+        prompt_template:
+        - id: system_prompt_member_context
+          role: system
+          text: "你是微信群后台的成员日行为证据提取器。\n\n任务：\n根据给定的一天群聊记录，只按 wxid 识别成员，输出每个成员当天的结构化行为观察。\n\
+            \n关键规则：\n1. wxid 是唯一标识。display_name 仅用于展示，不用于身份判定。\n2. 每个 wxid 最终只能输出一条记录，严禁重复输出同一个\
+            \ wxid。\n3. 请先按 wxid 汇总该成员全天发言，再提取结果。\n4. 即使成员发言以短句为主，只要样本量足够，也必须尽量提炼：\n\
+            \   - topics\n   - discussion_scenarios\n   - skill_signals\n   - problem_solving_signals\n\
+            \   - value_preferences\n   - habit_signals\n   - expression_markers\n\
+            \   - engagement_traits\n   - reply_entry_points\n   - social_role\n\
+            \   - temperament_signal\n   - summary_text\n5. identity_clues、family_signals、life_stage_signals\
+            \ 没有明确公开证据时允许为空。\n6. 不允许因为“短句较多”就统一输出空数组和通用摘要。\n7. 不做心理诊断、不做隐私猜测、不把玩笑当事实。\n\
+            8. 只能输出候选成员列表中的 wxid。\n9. topics 更偏向反复出现的关注方向；discussion_scenarios 更偏向什么情境下会发言；skill_signals\
+            \ 更偏向能力表现；problem_solving_signals 更偏向怎么处理问题；value_preferences 更偏向判断偏好；social_role 更偏向当天在群里的实际作用。\n\
+            10. expression_markers 记录可观察的表达标记，如常用句式、口头禅、是否爱列步骤/贴日志；reply_entry_points 记录什么样的接话方式最容易接住他。\n\
+            11. 输出前自行去重，同一个 wxid 只保留一条最完整结果。\n\n输出要求：\n- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。\n\
+            - 输出格式：\n{\n  \"members\": [\n    {\n      \"wxid\": \"成员wxid\",\n     \
+            \ \"display_name\": \"显示名\",\n      \"topics\": [\"主题1\"],\n      \"discussion_scenarios\"\
+            : [\"场景1\"],\n      \"identity_clues\": [\"身份线索1\"],\n      \"skill_signals\"\
+            : [\"技能信号1\"],\n      \"problem_solving_signals\": [\"处理方式1\"],\n    \
+            \  \"family_signals\": [\"家庭线索1\"],\n      \"life_stage_signals\": [\"\
+            阶段线索1\"],\n      \"value_preferences\": [\"价值偏好1\"],\n      \"interaction_style\"\
+            : \"一句中文\",\n      \"message_pattern\": \"一句中文\",\n      \"response_style_hint\"\
+            : \"一句中文\",\n      \"habit_signals\": [\"习惯1\"],\n      \"expression_markers\"\
+            : [\"表达标记1\"],\n      \"engagement_traits\": [\"参与特征1\"],\n      \"reply_entry_points\"\
+            : [\"接话点1\"],\n      \"decision_style\": \"一句中文\",\n      \"social_role\"\
+            : \"一句中文\",\n      \"reply_taboos\": [\"避坑1\"],\n      \"temperament_signal\"\
+            : \"一句中文\",\n      \"summary_text\": \"不超过100字\",\n      \"representative_messages\"\
+            : [\"原话1\", \"原话2\"],\n      \"confidence\": 0.95\n    }\n  ]\n}\n\n字段约束：\n\
+            - topics、discussion_scenarios、skill_signals、problem_solving_signals、value_preferences、habit_signals、expression_markers、engagement_traits、reply_entry_points\
+            \ 最多 4 个\n- identity_clues、family_signals、life_stage_signals 最多 3 个\n\
+            - reply_taboos 最多 3 个\n- representative_messages 最多 3 条\n- 如果某成员样本明显不足，可以不输出该成员\n"
+        - id: user_prompt_member_context
+          role: user
+          text: '群ID: {{#start_node.chatroom_id#}}
+
+            日期: {{#start_node.digest_date#}}
+
+
+            候选成员:
+
+            {{#start_node.member_labels#}}
+
+
+            压缩后的群聊记录:
+
+            {{#start_node.compressed_chat#}}
+
+            '
+        retry_config:
+          max_retries: 3
+          retry_enabled: true
+          retry_interval: 1000
+        selected: false
+        title: 成员画像提取
+        type: llm
+        variables: []
+        vision:
+          enabled: false
+      height: 154
+      id: llm_node
+      position:
+        x: 342
+        y: 30
+      positionAbsolute:
+        x: 342
+        y: 30
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        desc: ''
+        outputs:
+        - value_selector:
+          - llm_node
+          - text
+          variable: text
+        selected: false
+        title: 结束
+        type: end
+      height: 88
+      id: end_node
+      position:
+        x: 1066
+        y: 52
+      positionAbsolute:
+        x: 1066
+        y: 52
+      selected: false
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    - data:
+        context:
+          enabled: false
+          variable_selector: []
+        default_value:
+        - key: text
+          type: string
+          value: '{"members": []}'
+        error_strategy: default-value
+        model:
+          completion_params:
+            temperature: 0.7
+          mode: chat
+          name: grok-4-fast
+          provider: langgenius/openai_api_compatible/openai_api_compatible
+        prompt_template:
+        - id: c5ee983e-d6e0-4790-ac3b-f4e097013b70
+          role: system
+          text: "你是微信群后台的成员日行为证据提取器。\n\n任务：\n根据给定的一天群聊记录，只按 wxid 识别成员，输出每个成员当天的结构化行为观察。\n\
+            \n关键规则：\n1. wxid 是唯一标识。display_name 仅用于展示，不用于身份判定。\n2. 每个 wxid 最终只能输出一条记录，严禁重复输出同一个\
+            \ wxid。\n3. 请先按 wxid 汇总该成员全天发言，再提取结果。\n4. 即使成员发言以短句为主，只要样本量足够，也必须尽量提炼：\n\
+            \   - topics\n   - discussion_scenarios\n   - skill_signals\n   - problem_solving_signals\n\
+            \   - value_preferences\n   - habit_signals\n   - expression_markers\n\
+            \   - engagement_traits\n   - reply_entry_points\n   - social_role\n\
+            \   - temperament_signal\n   - summary_text\n5. identity_clues、family_signals、life_stage_signals\
+            \ 没有明确公开证据时允许为空。\n6. 不允许因为“短句较多”就统一输出空数组和通用摘要。\n7. 不做心理诊断、不做隐私猜测、不把玩笑当事实。\n\
+            8. 只能输出候选成员列表中的 wxid。\n9. topics 更偏向反复出现的关注方向；discussion_scenarios 更偏向什么情境下会发言；skill_signals\
+            \ 更偏向能力表现；problem_solving_signals 更偏向怎么处理问题；value_preferences 更偏向判断偏好；social_role 更偏向当天在群里的实际作用。\n\
+            10. expression_markers 记录可观察的表达标记，如常用句式、口头禅、是否爱列步骤/贴日志；reply_entry_points 记录什么样的接话方式最容易接住他。\n\
+            11. 输出前自行去重，同一个 wxid 只保留一条最完整结果。\n\n输出要求：\n- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。\n\
+            - 输出格式：\n{\n  \"members\": [\n    {\n      \"wxid\": \"成员wxid\",\n     \
+            \ \"display_name\": \"显示名\",\n      \"topics\": [\"主题1\"],\n      \"discussion_scenarios\"\
+            : [\"场景1\"],\n      \"identity_clues\": [\"身份线索1\"],\n      \"skill_signals\"\
+            : [\"技能信号1\"],\n      \"problem_solving_signals\": [\"处理方式1\"],\n    \
+            \  \"family_signals\": [\"家庭线索1\"],\n      \"life_stage_signals\": [\"\
+            阶段线索1\"],\n      \"value_preferences\": [\"价值偏好1\"],\n      \"interaction_style\"\
+            : \"一句中文\",\n      \"message_pattern\": \"一句中文\",\n      \"response_style_hint\"\
+            : \"一句中文\",\n      \"habit_signals\": [\"习惯1\"],\n      \"expression_markers\"\
+            : [\"表达标记1\"],\n      \"engagement_traits\": [\"参与特征1\"],\n      \"reply_entry_points\"\
+            : [\"接话点1\"],\n      \"decision_style\": \"一句中文\",\n      \"social_role\"\
+            : \"一句中文\",\n      \"reply_taboos\": [\"避坑1\"],\n      \"temperament_signal\"\
+            : \"一句中文\",\n      \"summary_text\": \"不超过100字\",\n      \"representative_messages\"\
+            : [\"原话1\", \"原话2\"],\n      \"confidence\": 0.95\n    }\n  ]\n}\n\n字段约束：\n\
+            - topics、discussion_scenarios、skill_signals、problem_solving_signals、value_preferences、habit_signals、expression_markers、engagement_traits、reply_entry_points\
+            \ 最多 4 个\n- identity_clues、family_signals、life_stage_signals 最多 3 个\n\
+            - reply_taboos 最多 3 个\n- representative_messages 最多 3 条\n- 如果某成员样本明显不足，可以不输出该成员\n"
+        - id: 2df6d4ce-4e40-42a9-85f3-184075da24c7
+          role: user
+          text: '群ID: {{#start_node.chatroom_id#}}
+
+            日期: {{#start_node.digest_date#}}
+
+
+            候选成员:
+
+            {{#start_node.member_labels#}}
+
+
+            压缩后的群聊记录:
+
+            {{#start_node.compressed_chat#}}
+
+            '
+        selected: true
+        title: 异常分支
+        type: llm
+        vision:
+          enabled: false
+      height: 124
+      id: '1775115372864'
+      position:
+        x: 704
+        y: 132
+      positionAbsolute:
+        x: 704
+        y: 132
+      selected: true
+      sourcePosition: right
+      targetPosition: left
+      type: custom
+      width: 242
+    viewport:
+      x: 210
+      y: 340
+      zoom: 0.7
+  rag_pipeline_variables: []