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Generates weekly community health report. Measures member growth, churn rate, engagement rate, sentiment distribution, NPS trend, and top performers. Surfaces action items and health indicators.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/UitbreidenOS/UitKit --skill community-health-scorer명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
SKILL.md 표시 중
Guidelines and instructions for Agent execution state rollback rules
Guidelines and instructions for Agent execution step counters limits
Guidelines and instructions for Agent execution timeout limits setups
SOC 직업 분류 기준
| name | community-health-scorer |
| description | Generates weekly community health report. Measures member growth, churn rate, engagement rate, sentiment distribution, NPS trend, and top performers. Surfaces action items and health indicators. |
| allowed-tools | Airtable API, Read |
| effort | high |
Weekly (recommended: Monday morning). You have member database with activity logs for the prior week and trailing 12 weeks for trend analysis. Activation requires: member list with timestamps for join, last activity, posts, comments, and sentiment scores.
Not for real-time metrics (this is weekly snapshot). Not without at least 4 weeks of baseline data. Not as the only health metric — supplement with qualitative feedback and member interviews.
Member Growth Rate:
Segments Growth:
Monthly Active Rate (MAR):
Weekly Active Rate (WAR):
Post/Comment Volume:
Engagement per Member:
Sentiment Distribution:
Sentiment Trend:
Churn Rate:
Retention by Cohort:
Reactivation Success Rate:
NPS (Net Promoter Score):
Response Time (to questions/comments):
Member Feedback Sentiment:
Top Discussions (by engagement):
Top Performers:
Content Gaps:
## Community Health Report — Week of [Date]
---
## Executive Summary
**Overall Health Score:** [X/100]
- Green: 70+ | Yellow: 50–69 | Red: <50
**Key Status:** [THRIVING / HEALTHY / CAUTION / AT RISK]
**Top Priority Action:** [One sentence describing biggest opportunity or risk]
---
## Growth Metrics
**New Members:** [X] (+X% WoW)
- Advocates: [X] | Core: [X] | Contributors: [X] | Lurkers: [X]
- Trend: [↑ increasing / → stable / ↓ declining]
**Total Members:** [X] (+X% vs. last week)
---
## Engagement Metrics
**Monthly Active Rate:** [X%] (Target: 40%+)
**Weekly Active Rate:** [X%] (Target: 15%+)
**Activity Volume:**
- Posts: [X] (+X% WoW)
- Comments: [X] (+X% WoW)
- Total interactions: [X]
**Engagement per Member:** [X posts/comments per active member/week]
---
## Sentiment Distribution
| Sentiment | % | Target | Status |
|---|---|---|---|
| Very Positive | [X%] | 20%+ | [✓ / ⚠ / ✗] |
| Positive | [X%] | 50%+ | [✓ / ⚠ / ✗] |
| Neutral | [X%] | 20–40% | [✓ / ⚠ / ✗] |
| Negative | [X%] | <5% | [✓ / ⚠ / ✗] |
| Very Negative | [X%] | <1% | [✓ / ⚠ / ✗] |
**Sentiment Trend:** [↑ improving / → stable / ↓ declining]
**Notable:** [Any spikes? Causation?]
---
## Churn & Retention
**Churn Rate:** [X%] (Target: <2% MoM)
- At-risk members (14+ days inactive): [X]
- High-risk (Advocates with 21+ days inactive): [X]
**Retention by Cohort:**
- 1-month cohort: [X%] still active
- 3-month cohort: [X%] still active
- 6-month cohort: [X%] still active
**Reactivation Wins:** [X members] returned this week from orchestrator outreach
---
## NPS & Satisfaction
**NPS Score:** [X] (Target: 50+)
- Promoters: [X%] (9–10)
- Passives: [X%] (7–8)
- Detractors: [X%] (0–6)
**Feedback Themes:**
- [Positive]: [Theme 1], [Theme 2]
- [Negative]: [Theme 1], [Theme 2]
**Response Time:** [X hours avg.] (Target: <4h)
---
## Top Performers & Discussion
**Top 5 Posts (by engagement):**
1. [Title] — [Author] — [Replies, Reactions]
2. [Title] — [Author] — [Replies, Reactions]
[...]
**Emerging Advocates (Contributors climbing to Core):**
- [Member Name] — [trend, why notable]
**Content Gaps:**
- [Question asked multiple times but unanswered]: [Topic]
- [High interest but low supply]: [Topic]
---
## Action Items
**Immediate (This Week):**
- [ ] [Priority action 1]
- [ ] [Priority action 2]
**Short-Term (This Month):**
- [ ] [Action 1]
- [ ] [Action 2]
**Longer-Term (Next Quarter):**
- [ ] [Action 1]
---
## Notes & Context
[Anything unusual this week? External events? Campaigns? Learnings?]
Green (70+):
Yellow (50–69):
Red (<50):
Week of June 10–16, 2026
Executive Summary: Overall Health: 78/100 (GREEN - THRIVING)
Growth: 18 new members (+2.1% WoW). Strong in Core segment. Engagement: MAR 44%, WAR 18% — both above targets. Sentiment: 74% positive — best week in June. Churn: 1.2% — healthy. Reactivated 5 at-risk members. NPS: 58 (up from 52) — members appreciating new event cadence.
Top Priority: Launch monthly AMA series (high demand signal) + create #product-feedback channel (request from 3+ members).