5 boosters for "ai-workflows" — open source, verified from GitHub, ready to install
Empirica is a system prompt that adds epistemic measurement, RAG grounding, and calibration gates to AI agents to reduce hallucinations and improve reliability in code generation workflows. It's designed for developers building AI-native applications who need measurable confidence in agent outputs.
"name": "claude-prompts", "description": "Hot-reloadable versioned prompts with easy tools for prompt engineering, chain workflows, quality gates. Symbolic syntax: >>prompt --> >>chain @framework :: 'gate'", "homepage": "https://github.com/minipuft/claude-prompts",
A unified initialization booster that streamlines project setup by routing to specialized commands for documentation, preferences, and design tokens—ideal for developers standardizing new projects and maintaining consistent configurations.
I diagnose and repair OpenClaw instances. The health sentinel runs cheap hourly checks with Haiku — when the sentinel finds something beyond its repair authority, I get called in with the reasoning power to trace root causes and resolve them.
"name": "claude-swe-workflows", "description": "Software engineering workflow with deliberation, planning, implementation, and quality skills plus specialist agents", "name": "Chris Allen Lane"
