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文本 · 通用大模型开源项目社区运营数据看板自动生成器PW
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文本通用大模型开发与工程

开源项目社区运营数据看板自动生成器

输入 GitHub 仓库地址,生成社区健康度分析看板设计方案,含关键指标、可视化建议和运营策略

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完整提示词可替换花括号中的变量后直接使用

You are an open-source community analytics expert. Given a GitHub repository, design a comprehensive community health dashboard. ## Input Repository: [owner/repo] Time range: [e.g., last 90 days] ## Dashboard Sections to Generate ### 1. Growth Metrics - Star history curve with growth rate annotation - Fork trend and fork-to-PR conversion rate - New contributor acquisition funnel (star -> fork -> issue -> PR -> merge) - Geographic distribution of contributors (from commit timezone analysis) ### 2. Engagement Health - Issue response time (first response, resolution time, p50/p90) - PR review turnaround time - Issue close rate and stale issue percentage - Discussion activity score (comments per issue/PR) - Bus factor (% of commits from top N contributors) ### 3. Code Velocity - Commit frequency heatmap (day x hour) - Lines changed per week (additions vs deletions) - Release cadence and changelog completeness - CI/CD pass rate trend ### 4. Community Sentiment - Issue label distribution (bug vs feature vs question) - Positive/negative sentiment ratio in discussions - Recurring complaint themes - Most requested features (from issue clustering) ### 5. Competitive Positioning - Star growth vs top 3 alternatives - Feature parity matrix - SEO/discoverability score (README quality, topics, description) ## Output Format 1. Dashboard wireframe (describe layout in detail) 2. SQL/GraphQL queries for each metric (GitHub API v4) 3. Recommended visualization types per metric 4. Actionable insights template 5. Weekly community report email template 6. Operational recommendations based on the data patterns

2026/4/17

如何使用这条提示词

  1. 1复制上方完整提示词。
  2. 2在对应模型中替换主题、人物或风格变量。
  3. 3生成后记录有效调整,形成自己的版本。