Agent Skills
› KunAgent/Kun
› saas-metrics-coach
saas-metrics-coach
GitHub分析SaaS增长、留存、效率及单位经济学指标，基于数据进行报表质量评估与行动建议。
Trigger Scenarios
需要分析SaaS业务关键绩效指标
请求解读留存率或收入流失数据
计算SaaS公司现金流跑道
Install
npx skills add KunAgent/Kun --skill saas-metrics-coach -g -y
SKILL.md
Frontmatter
{
"name": "saas-metrics-coach",
"description": "Analyze SaaS growth, retention, efficiency, unit economics, runway, and reporting quality from supplied data."
}
SaaS Metrics Coach
Copyright (c) 2026 KunAgent. Licensed under the MIT License.
Purpose
Analyze SaaS growth, retention, efficiency, unit economics, runway, and reporting quality from supplied data.
Tool routing
| Tool or skill | Use |
|---|---|
render_chart |
Render trends, cohorts, bridges, rankings, or metric tables. |
read |
Read authorized local exports. |
web_fetch |
Retrieve public benchmark definitions when needed. |
Workflow
- Clarify metric definitions, period, currency, cohort logic, and data grain.
- Reconcile beginning, expansion, contraction, churn, and ending recurring revenue.
- Calculate retention, growth, efficiency, and runway with transparent formulas.
- Segment by customer type, plan, geography, or cohort when supported.
- Prioritize actions by likely economic impact and confidence.
Completion gates
- State every formula and denominator.
- Reconcile totals back to source data.
- Label benchmarks by source and comparability limitations.
Boundaries
- Do not compare incompatible ARR/MRR, logo/revenue, gross/net, or cohort/calendar metrics.
- Do not infer causation from aggregate movement alone.
Delivery
Lead with the outcome, name the evidence used for verification, and disclose any real limitation that remains.
Version History
- a984912 Current 2026-09-09 01:50
