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› KunAgent/Kun
› saas-metrics-coach
saas-metrics-coach
GitHub基于提供数据深度分析SaaS增长、留存、效率及单位经济模型，通过标准化流程计算关键指标并输出可验证的洞察与建议。
触发场景
需要分析SaaS核心业务指标如ARR、MRR或留存率
评估SaaS产品的健康度、跑道或单位经济效益
安装
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.
版本历史
- a984912 当前 2026-09-09 01:50
