AI Hot Source

Open source tools that solve real friction in AI-assisted development. No frameworks for frameworks' sake — just the source code that makes everything better.

Tools

Hot Source

Multi-model LLM router with scoring-based routing, circuit breakers, quality gates, and SQLite persistence. Supports OpenAI, Anthropic, Google, Ollama.

enginepythonMIT

Context Manager

Session summarization, archival, and context injection hooks for Claude Code. Tiered LLM fallback: Gemini CLI, Ollama, structured fallback.

claude-codehooksMIT

KPI Library

52 KPI definitions across 9 business domains. Formula evaluation via safe AST parsing. CLI + Pydantic models + benchmarks.

analyticsCLIMIT

Guiding Sprite

AI-powered screen overlay that guides your cursor to UI elements using natural language. Supports Claude, GPT-4 Vision, and Gemini.

visionPyQt5MIT

Cyberwoods

Security workflow skill for safely reviewing and adopting untrusted external code, skills, packages, and MCP integrations.

securityskillMIT

sent-before-i-read-that

Tells Claude when your message was typed before you saw its response. Two bash hooks, zero dependencies.

claude-codeUXMIT

Live Projects

Dreams to Reality LIVE

Proprietary camera-orbit-to-3D-model pipeline. Upload a video, get a printable 3D model back.

3DSaaS

Poseidon Plumbing LIVE

Commercial plumbing website. Modern design, SEO optimized, built for a real client.

webclient work

More Repos

Claude Skills

Open-source skills for Claude Code — MIT licensed.

skills

AI Tech Tree

Civilization-style interactive tech tree for AI stack building.

visualization

WebGPU Skill

Claude skill for developing WebGPU applications with Three.js.

WebGPUThree.js

SF Parking Heatmap

Temporal heatmap from 206M+ meter transactions with bike share and isochrone overlays.

data viz

Token Routing

TIER 0 (local): Ollama — $0, your GPU
TIER 1 (free API): SambaNova 20M/day → Mistral 1B/mo → Cerebras 1M/day → Groq 14K/day → Gemini 250K TPM
TIER 2 (cheap): GLM-5.1 via OpenRouter, Grok $175/mo credits
TIER 3 (supervised): Claude Code — human approval only

50M+ free tokens/day across all providers. Hot Source routes automatically based on task type, cost, latency, and reliability.