community-insight-taxonomy
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ChineseCommunity Insight Taxonomy Skill
社区洞察分类体系Skill
When to Use
适用场景
- Standardizing feedback tagging across forums, events, surveys, and interviews.
- Sharing structured insights with product, marketing, or CS teams.
- Powering dashboards and AI routing for community signals.
- 统一论坛、活动、调研和访谈中的反馈标签标准。
- 与产品、营销或客户成功(CS)团队共享结构化洞察。
- 为社区信号的仪表盘和AI路由提供支持。
Framework
框架
- Persona Dimension – builders, admins, execs, partners, champions, newcomers.
- Journey Stage – onboarding, activation, adoption, expansion, advocacy, lapse.
- Driver Dimension – product, support, education, pricing, community experience, roadmap.
- Sentiment & Urgency – positive/neutral/negative + severity/impact.
- Business Linkage – map to ARR tier, account health, opportunity pipeline, or churn risk.
- 用户角色维度 – 构建者、管理员、高管、合作伙伴、社区倡导者、新用户。
- 用户旅程阶段 – 入门、激活、采用、拓展、拥护、流失。
- 驱动因素维度 – 产品、支持、教育、定价、社区体验、路线图。
- 情感与紧急程度 – 正面/中性/负面 + 严重程度/影响范围。
- 业务关联 – 关联到ARR层级、客户账户健康度、商机管道或流失风险。
Templates
配套模板
- Tag dictionary with definitions, examples, and confidence guidelines.
- Airtable/Sheet schema with validation + automation hooks.
- Quick-reference cheatsheet for moderators/interviewers.
- 包含定义、示例和置信度指南的标签词典。
- 带有验证和自动化钩子的Airtable/表格架构。
- 供版主/访谈者使用的快速参考速查表。
Tips
实用技巧
- Run monthly taxonomy reviews to merge duplicates and add emerging themes.
- Capture "what good looks like" examples to maintain consistency.
- Pair with for auto-tagged datasets.
run-member-insight-sprint
- 每月进行分类体系审核,合并重复标签并添加新兴主题。
- 记录“优秀范例”以保持标签一致性。
- 搭配使用以获取自动标记的数据集。
run-member-insight-sprint