revenue-stack-auditor

# 💎 Revenue & Technology Stack Auditor Skill Use this skill when auditing any repository for **monetization potential**, **technology stack breakdown**, **license compliance**, or **M&A/SaaS product extraction**. ## 🛠️ Available Auditors All auditors use **zero-magic BM25 + AST evidence scanning** (no LLM hallucinated assumptions, only factual code hits). ### 1. Revenue Maximization Auditor (11 Blocks) - **Location**: `scratch/auditors/revenue_audit.py` - **Purpose**: Identifies where the client already gets value, where to embed commercial paywalls, subscription cost drivers, and ARR forecasts. - **Run command**: ```bash PYTHONPATH=bm25_server_FS_for-AI-asking:. python3 scratch/auditors/revenue_audit.py /path/to/project [ProjectName] ``` ### 2. Technology Stack Slicer (60+ Techs, 12 Categories) - **Location**: `scratch/auditors/stack_slicer.py` - **Purpose**: Slices the technology stack, checks component licenses (GPL/AGPL/BSL/SSPL/MIT), and scores replaceability with proprietary alternatives. - **Run command**: ```bash PYTHONPATH=bm25_server_FS_for-AI-asking:. python3 scratch/auditors/stack_slicer.py /path/to/project [ProjectName] ``` --- ## 📊 11 Revenue Strategy Specialist Blocks 1. **Irina Volkov** (Core Value Monetization) — Critical business functions, output generators 2. **Marcus Billing** (Volume-Based Billing) — Per-user, per-request, per-file counters 3. **Victoria Enterprise** (Enterprise Sales Surface) — RBAC, SSO, multi-tenant isolation, audit logs 4. **Stefan Modular** (Standalone & SaaS Extraction) — Freemium vs Premium split 5. **Gennady Cost-Cutter** (ROI Proof & Savings) — Automation value, manual cost savings 6. **Boris Retention** (LTV & Stickiness) — Data gravity, lock-in, churn prevention 7. **Pavel Services** (Professional Services) — SLA, custom reporting, complex migration 8. **Upsell Ulrika** (ARPU Expansion) — Priority queues, GPU/Fast tier, developer API 9. **Recurring Riccardo** (MRR Infrastructure) — CPU/GPU, storage growth, always-on processes 10. **Ivan Monetizer** (Potential Scorer & ARR) — Multi-tier ARR forecast ($10k–$500k+) 11. **Legal Lars** (License Risk Scanner) — Factual scan of `LICENSE*`, SPDX headers, dependencies --- ## ⚖️ License Risk Levels | Level | Risk | Action | |---|---|---| | **0/5** | ✅ Permissive (MIT, Apache-2.0, BSD) | Free commercial use | | **1/5** | ⚠️ Weak Copyleft (MPL-2.0, LGPL-2.1/3.0, EULA) | Require vendor terms or dynamic linking | | **2/5** | ⚠️ Freemium / Weak Copyleft | Pay for commercial license | | **3/5** | 🟠 Source Available (BSL-1.1, CC-BY-SA) | Legal consultation required before SaaS | | **4/5** | 🔴 Strong Copyleft (GPL-2.0/3.0, SSPL-1.0) | Copyleft linkage obligation | | **5/5** | 🚨 Network Copyleft (AGPL-3.0, CC-BY-NC) | Blocks SaaS embedding without commercial agreement | --- ## 🔄 Proprietary Swap Strategy For open-source projects with copyleft or vendor lock-in risks: - **AGPL/GPL Modules**: Replace with out-of-process REST/gRPC microservices. - **Leaky Buckets / Rate Limiters**: Replace with proprietary Redis/SaaS billing limiters. - **Media / SIP Stack**: Build proprietary C/Go dynamic `.so` plugins (MPL-1.1 compliant).