A collection of spicy AI tools, agents, and utilities — the secret ingredients that make agentic workflows actually work.
Each tool now lives in its own repo:
| Package | Description | Repo |
|---|---|---|
| Hot Source | Multi-model LLM router with circuit breakers, quality gates, and SQLite persistence | ~/projects/hot-source |
| Context Manager | Session summarization, archival, and context injection hooks for Claude Code | ~/projects/context-manager |
| Guiding Sprite | AI-powered screen overlay that guides your cursor to UI elements via natural language | ~/projects/guiding-sprite |
| KPI Library | 52 KPI definitions across 9 domains with formula evaluation and CLI | ~/projects/kpi-library |
| Cyberwoods | Security workflow skill for safely reviewing untrusted external code | ~/projects/cyberwoods |
- STACK.md — living inventory of every model, API, and tool in the stack
- SENTINELS.md — design doc for trigger-based agent daemon (aspirational)
Ship tools that solve real friction in AI-assisted development. No frameworks for frameworks' sake — just the hot sauce that makes everything better.
MIT