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member_context: split daily weekly monthly digest scheduling

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liuwei
2026-04-14 10:53:46 +08:00
parent 1800ae585a
commit 28e038a25c
7 changed files with 1339 additions and 240 deletions
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579
plugins/member_context/member_context_workflow.yml
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@@ -1,6 +1,6 @@
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: 🧠
description: 支持日/周/月成员摘要生成的统一 workflow，按 digest_type 分支输出严格 JSON
icon: 🤖
icon_background: '#E0F2FE'
mode: workflow
name: member_context
@@ -9,9 +9,10 @@ dependencies:
- current_identifier: null
type: marketplace
value:
marketplace_plugin_unique_identifier: langgenius/volcengine_maas:0.0.13@d402dc32a505b1b4f27588f10e729209bf413ec263467635774d96c4345bd197
marketplace_plugin_unique_identifier: langgenius/openai_api_compatible:0.0.27@f9ce3ff5e28f09931a3a7fca59add2d09590408f7e9a3d701b10c77a60249719
version: null
kind: app
version: 0.3.0
version: 0.6.0
workflow:
conversation_variables: []
environment_variables: []
@@ -29,7 +30,9 @@ workflow:
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:
@@ -59,12 +62,64 @@ workflow:
isInIteration: false
isInLoop: false
sourceType: start
targetType: llm
id: start-source-llm-target
targetType: if-else
id: start-source-router-target
selected: false
source: 'start_node'
source: start_node
sourceHandle: source
target: 'llm_node'
target: digest_router
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: if-else
targetType: llm
id: digest_router-daily-daily_llm-target
selected: false
source: digest_router
sourceHandle: daily_case
target: daily_llm
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: if-else
targetType: llm
id: digest_router-weekly-weekly_llm-target
selected: false
source: digest_router
sourceHandle: weekly_case
target: weekly_llm
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: if-else
targetType: llm
id: digest_router-monthly-monthly_llm-target
selected: false
source: digest_router
sourceHandle: monthly_case
target: monthly_llm
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: if-else
targetType: llm
id: digest_router-false-invalid_llm-target
selected: false
source: digest_router
sourceHandle: 'false'
target: invalid_llm
targetHandle: target
type: custom
zIndex: 0
@@ -73,11 +128,50 @@ workflow:
isInLoop: false
sourceType: llm
targetType: end
id: llm-source-end-target
id: daily_llm-source-end_daily-target
selected: false
source: 'llm_node'
source: daily_llm
sourceHandle: source
target: 'end_node'
target: end_daily
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: llm
targetType: end
id: weekly_llm-source-end_weekly-target
selected: false
source: weekly_llm
sourceHandle: source
target: end_weekly
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: llm
targetType: end
id: monthly_llm-source-end_monthly-target
selected: false
source: monthly_llm
sourceHandle: source
target: end_monthly
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: llm
targetType: end
id: invalid_llm-source-end_invalid-target
selected: false
source: invalid_llm
sourceHandle: source
target: end_invalid
targetHandle: target
type: custom
zIndex: 0
@@ -88,6 +182,12 @@ workflow:
title: 开始
type: start
variables:
- label: digest_type
max_length: 32
options: []
required: true
type: text-input
variable: digest_type
- label: query
max_length: 120000
options: []
@@ -100,55 +200,133 @@ workflow:
required: true
type: text-input
variable: chatroom_id
- label: wxid
max_length: 128
options: []
required: false
type: text-input
variable: wxid
- label: display_name
max_length: 128
options: []
required: false
type: text-input
variable: display_name
- label: digest_date
max_length: 32
options: []
required: true
required: false
type: text-input
variable: digest_date
- label: period_key
max_length: 64
options: []
required: false
type: text-input
variable: period_key
- label: member_labels
max_length: 50000
options: []
required: true
required: false
type: paragraph
variable: member_labels
- label: compressed_chat
max_length: 200000
options: []
required: true
required: false
type: paragraph
variable: compressed_chat
height: 194
id: 'start_node'
- label: source_items_json
max_length: 200000
options: []
required: false
type: paragraph
variable: source_items_json
- label: source_item_count
max_length: 32
options: []
required: false
type: text-input
variable: source_item_count
height: 388
id: start_node
position:
x: -420
y: 120
x: 0
y: 110
positionAbsolute:
x: -420
y: 120
x: 0
y: 110
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
width: 242
- data:
cases:
- case_id: daily_case
conditions:
- comparison_operator: contains
id: daily_case_cond
value: daily
varType: string
variable_selector:
- start_node
- digest_type
id: daily_case
logical_operator: and
- case_id: weekly_case
conditions:
- comparison_operator: contains
id: weekly_case_cond
value: weekly
varType: string
variable_selector:
- start_node
- digest_type
id: weekly_case
logical_operator: and
- case_id: monthly_case
conditions:
- comparison_operator: contains
id: monthly_case_cond
value: monthly
varType: string
variable_selector:
- start_node
- digest_type
id: monthly_case
logical_operator: and
desc: ''
selected: false
title: 摘要类型分支
type: if-else
height: 222
id: digest_router
position:
x: 312
y: 162
positionAbsolute:
x: 312
y: 162
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
context:
enabled: false
variable_selector: []
default_value:
- key: text
type: string
value: '{"members":[]}'
desc: ''
error_strategy: default-value
model:
completion_params:
temperature: 0.2
mode: chat
name: Doubao-1.5-pro-256k
provider: langgenius/volcengine_maas/volcengine_maas
name: gpt-5.4-mini
provider: langgenius/openai_api_compatible/openai_api_compatible
prompt_template:
- id: system_prompt_member_context
- id: daily_system_prompt
role: system
text: |
你是微信群后台的成员日行为证据提取器。
@@ -179,7 +357,6 @@ workflow:
8. 只能输出候选成员列表中的 wxid。
9. 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。
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。
11. 输出前自行去重，同一个 wxid 只保留一条最完整结果。
输出要求：
- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
@@ -221,9 +398,10 @@ workflow:
- reply_taboos 最多 3 个
- representative_messages 最多 3 条
- 如果某成员样本明显不足，可以不输出该成员
- id: user_prompt_member_context
- id: daily_user_prompt
role: user
text: |
摘要类型: daily
群ID: {{#start_node.chatroom_id#}}
日期: {{#start_node.digest_date#}}
@@ -232,49 +410,350 @@ workflow:
压缩后的群聊记录:
{{#start_node.compressed_chat#}}
补充上下文:
{{#start_node.query#}}
retry_config:
max_retries: 3
retry_enabled: true
retry_interval: 1000
selected: false
title: 成员画像提取
title: 日摘要生成
type: llm
variables: []
vision:
enabled: false
height: 98
id: 'llm_node'
height: 154
id: daily_llm
position:
x: 10
y: 140
x: 652
y: 18
positionAbsolute:
x: 10
y: 140
x: 652
y: 18
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
width: 242
- data:
context:
enabled: false
variable_selector: []
desc: ''
error_strategy: default-value
model:
completion_params:
temperature: 0.2
mode: chat
name: gpt-5.4-mini
provider: langgenius/openai_api_compatible/openai_api_compatible
prompt_template:
- id: weekly_system_prompt
role: system
text: |
你是微信群后台的成员周摘要生成器。
任务：
根据同一成员的多个日摘要，提炼本周重复出现的模式，过滤单日噪音，输出严格 JSON。
关键规则：
1. 只根据输入中的下级摘要生成，不可编造新增事实。
2. 只有多个日摘要反复出现的特征，才允许进入 stable_topics、stable_traits、habit_patterns、reply_preferences。
3. recent_state 只描述当前阶段状态，不要把短期现象写成长期人格。
4. identity_traits、family_profile、life_stage_profile 只能保留反复出现的公开线索。
5. common_scenarios、problem_solving_profile、expression_profile、reply_entry_profile 要尽量写成具体行为模式。
输出要求：
- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
- 输出格式：
{
"stable_topics": ["主题1"],
"common_scenarios": ["场景1"],
"identity_traits": ["身份特征1"],
"skill_profile": ["技能画像1"],
"problem_solving_profile": ["处理方式1"],
"family_profile": ["家庭线索1"],
"life_stage_profile": ["阶段线索1"],
"value_profile": ["价值偏好1"],
"stable_traits": ["特征1"],
"habit_patterns": ["习惯1"],
"expression_profile": ["表达标记1"],
"reply_entry_profile": ["接话点1"],
"reply_preferences": ["偏好1"],
"group_role": "一句中文",
"decision_profile": "一句中文",
"recent_state": ["状态1"],
"temperament_tendency": "一句中文",
"summary_text": "一段不超过120字的周摘要",
"confidence": 0.0
}
- id: weekly_user_prompt
role: user
text: |
摘要类型: weekly
群ID: {{#start_node.chatroom_id#}}
成员: {{#start_node.display_name#}} ({{#start_node.wxid#}})
周期: {{#start_node.period_key#}}
下级摘要数量: {{#start_node.source_item_count#}}
下级摘要 JSON:
{{#start_node.source_items_json#}}
补充上下文:
{{#start_node.query#}}
retry_config:
max_retries: 3
retry_enabled: true
retry_interval: 1000
selected: false
title: 周摘要生成
type: llm
variables: []
vision:
enabled: false
height: 154
id: weekly_llm
position:
x: 652
y: 196
positionAbsolute:
x: 652
y: 196
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
context:
enabled: false
variable_selector: []
desc: ''
error_strategy: default-value
model:
completion_params:
temperature: 0.2
mode: chat
name: gpt-5.4-mini
provider: langgenius/openai_api_compatible/openai_api_compatible
prompt_template:
- id: monthly_system_prompt
role: system
text: |
你是微信群后台的成员月摘要生成器。
任务：
根据同一成员的多个周摘要，提炼阶段性稳定特征，只有反复出现的模式才能进入长期层，输出严格 JSON。
关键规则：
1. 只根据输入中的下级摘要生成，不可编造新增事实。
2. 只有多个周摘要反复出现的特征，才允许进入 long_term_topics、stable_traits、habit_patterns、long_term_reply_preferences。
3. phase_state 只描述当前阶段状态，不要冒充长期人格。
4. identity_traits、family_profile、life_stage_profile 只能保留反复出现的公开线索。
5. group_role、decision_profile、problem_solving_profile、expression_profile 要总结阶段性稳定模式。
输出要求：
- 只输出严格 JSON，不要 markdown，不要解释，不要前后缀。
- 输出格式：
{
"long_term_topics": ["主题1"],
"common_scenarios": ["场景1"],
"identity_traits": ["身份特征1"],
"skill_profile": ["技能画像1"],
"problem_solving_profile": ["处理方式1"],
"family_profile": ["家庭线索1"],
"life_stage_profile": ["阶段线索1"],
"value_profile": ["价值偏好1"],
"stable_traits": ["特征1"],
"habit_patterns": ["习惯1"],
"expression_profile": ["表达标记1"],
"reply_entry_profile": ["接话点1"],
"long_term_reply_preferences": ["偏好1"],
"group_role": "一句中文",
"decision_profile": "一句中文",
"phase_state": ["状态1"],
"temperament_tendency": "一句中文",
"summary_text": "一段不超过140字的月摘要",
"confidence": 0.0
}
- id: monthly_user_prompt
role: user
text: |
摘要类型: monthly
群ID: {{#start_node.chatroom_id#}}
成员: {{#start_node.display_name#}} ({{#start_node.wxid#}})
周期: {{#start_node.period_key#}}
下级摘要数量: {{#start_node.source_item_count#}}
下级摘要 JSON:
{{#start_node.source_items_json#}}
补充上下文:
{{#start_node.query#}}
retry_config:
max_retries: 3
retry_enabled: true
retry_interval: 1000
selected: false
title: 月摘要生成
type: llm
variables: []
vision:
enabled: false
height: 154
id: monthly_llm
position:
x: 652
y: 374
positionAbsolute:
x: 652
y: 374
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
context:
enabled: false
variable_selector: []
default_value:
- key: text
type: string
value: '{"error":"unsupported_digest_type"}'
desc: ''
error_strategy: default-value
model:
completion_params:
temperature: 0.1
mode: chat
name: gpt-5.4-mini
provider: langgenius/openai_api_compatible/openai_api_compatible
prompt_template:
- id: invalid_system_prompt
role: system
text: |
你是一个严格返回 JSON 的错误响应器。
当摘要类型不受支持时，只返回一个紧凑 JSON。
- id: invalid_user_prompt
role: user
text: |
输入的 digest_type 是: {{#start_node.digest_type#}}
请只返回：
{"error":"unsupported_digest_type","digest_type":"原值"}
selected: false
title: 非法类型处理
type: llm
vision:
enabled: false
height: 124
id: invalid_llm
position:
x: 652
y: 552
positionAbsolute:
x: 652
y: 552
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
desc: ''
outputs:
- value_selector:
- 'llm_node'
- daily_llm
- text
variable: text
selected: false
title: 结束
title: 结束-日
type: end
height: 90
id: 'end_node'
height: 88
id: end_daily
position:
x: 430
y: 140
x: 1016
y: 54
positionAbsolute:
x: 430
y: 140
x: 1016
y: 54
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
width: 242
- data:
desc: ''
outputs:
- value_selector:
- weekly_llm
- text
variable: text
selected: false
title: 结束-周
type: end
height: 88
id: end_weekly
position:
x: 1016
y: 232
positionAbsolute:
x: 1016
y: 232
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
desc: ''
outputs:
- value_selector:
- monthly_llm
- text
variable: text
selected: false
title: 结束-月
type: end
height: 88
id: end_monthly
position:
x: 1016
y: 410
positionAbsolute:
x: 1016
y: 410
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
- data:
desc: ''
outputs:
- value_selector:
- invalid_llm
- text
variable: text
selected: false
title: 结束-异常
type: end
height: 88
id: end_invalid
position:
x: 1016
y: 588
positionAbsolute:
x: 1016
y: 588
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 242
viewport:
x: 120
y: 180
zoom: 0.9
x: 60
y: 120
zoom: 0.7
rag_pipeline_variables: []