saas-metrics-dashboardlisted
Install: claude install-skill Xipher-Labs/walter-os
# saas-metrics-dashboard
SaaS metrics calculation and interpretation. Accepts operator-provided revenue
and cost data in CSV or YAML format, computes the full standard metric set, and
benchmarks results against per-ARR-stage norms from Bessemer, OpenView, and SaaStr.
Produces a diagnosis identifying where to focus. No DB writes; no live data
pipeline connections.
## When to use this skill
- You want to know your current MRR, ARR, churn, LTV, and CAC from raw data.
- You need to benchmark your metrics against stage-appropriate norms.
- You are preparing for an investor meeting and need clean metric outputs.
- You want a diagnosis of where your unit economics are healthy or broken.
- You have a CSV or YAML export from your billing system and want to interpret it.
## When NOT to use this skill
- You need a live dashboard with auto-refresh (this is a Control Tower feature,
not a skill).
- You want to write data to a database — this skill is read-only.
- You need cohort analysis or complex SQL queries (use `postgres-cli` directly).
- Your data is in a format other than CSV or YAML (convert it first).
## Inputs
**CSV format** (one row per month):
```csv
month,new_mrr,expansion_mrr,churned_mrr,new_customers,churned_customers,cac_spend
2025-01,12000,2000,1500,15,2,8000
2025-02,14000,1800,1200,18,1,9000
```
**YAML format** (equivalent):
```yaml
months:
- month: "2025-01"
new_mrr: 12000
expansion_mrr: 2000
churned_mrr: 1500
new_customers: 15
churned_cu