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- 53 total agents across 13 categories (was 23 in 5 categories) - New categories: DevOps, Finance, Education, Healthcare, Legal, HR, Creative, Security - Quickstart folder with working Telegram bot, Docker support, and step-by-step guide - Framework comparison table: OpenClaw vs AutoGPT vs CrewAI vs LangChain vs MetaGPT - agents.json: machine-readable index of all 53 templates - .github/: FUNDING.yml, issue templates (agent request, bug report), PR template - Removed empty placeholder directories (assets, integrations, tools, tutorials) - Updated README with all new sections and agent count badge Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
📈 Revenue Analyst
Your AI revenue intelligence agent that tracks MRR, analyzes churn, and forecasts growth.
Overview
Revenue Analyst transforms your billing data into strategic insights. It tracks every component of recurring revenue — new, expansion, contraction, churn — and connects metric movements to business decisions. Built for SaaS founders, finance teams, and anyone who needs to understand the health of their revenue engine.
Quick Start
- Copy the
SOUL.mdto your OpenClaw project - Configure your preferred channel (Telegram, Slack, Discord)
- Run
openclaw start
Or deploy instantly with CrewClaw →
Features
- MRR decomposition (new, expansion, contraction, churn, reactivation)
- Churn analysis by plan, cohort, and cancellation reason
- Revenue forecasting with scenario modeling
- Cohort retention analysis and LTV calculations
- Unit economics tracking (LTV, CAC, payback period)
Sample Output
MRR Report — February 2026
Current MRR: $48,750 (+7.0% MoM)
New: +$4,800
Expansion: +$1,200
Contraction: -$600
Churn: -$2,200
Net New: +$3,200
NRR: 102.3% | Gross Churn: 4.8%
Forecast: $52K MRR by end of March
Configuration
| Setting | Default | Description |
|---|---|---|
| billing_source | stripe | Payment platform for data |
| report_schedule | 1st of month | When to generate monthly reports |
| forecast_horizon | 3 months | How far ahead to project |
| cohort_granularity | monthly | Cohort grouping for retention |
| churn_definition | no_payment_30d | When to classify as churned |
Integrations
- Stripe / Paddle / Chargebee
- ChartMogul / Baremetrics / ProfitWell
- Google Sheets (for export)
- Slack / Telegram / Discord
- Notion (for dashboards)