ScopeKernel | The Air-Gapped Scope-Creep & Change-Order Engine

ScopeKernel is designed as a sustainable side hustle micro-product. Zero cloud hosting overhead enables 99% gross margins.

🎁 Free Trial (Active Now) $0.00

Test on web or local with sample or custom SOW. Audits 1 active project with full change order generator and copilot drafts.

⚡ Solo Hacker License $29 One-Time Lifetime

Lifetime local desktop runner bundled with local Ollama Google Gemma-2-2B. Unlimited projects, zero cloud calls, lifetime updates.

🏢 Pro Agency Tier $9 / month

Multi-client automated watchdogs for Slack DMs & WhatsApp exports, signed PDF dispute export, and team change-order workflows.

⭐ Star on GitHub

ScopeKernel supports 4 flexible execution models:

1. 🌐 GitHub Pages (Active Now)

Zero installation. Runs directly in any web browser with client-side NLP and live Gemini Cloud API.

2. 💻 Localhost Ollama + Streamlit (Gemma 2)


            ollama run gemma2:2b

            python -m streamlit run scopekernel/ui/app.py

3. 🐳 Production Docker Container


            docker build -t scopekernel .

            docker run -p 8501:8501 scopekernel

4. ☁️ Streamlit Community Cloud (Free 1-Click)

Fork repo to GitHub and connect on share.streamlit.io with main path scopekernel/ui/app.py.

📖 Read Install Docs