EmpiricaAI/empirica

Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond

This repository also configures its own agents. See what empirica tells them →

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empirica

01

EmpiricaAI/empirica

Plugin Claude Code

Bundles 21 skills, 2 commands, 4 agents · 2,580 tokens together

4-phase epistemic transaction workflow (PREFLIGHT → CHECK → POSTFLIGHT → POST-TEST) with noetic firewall, dual-track calibration, and grounded verification for Claude Code.

not rated 252 changed 2d ago A tokens not measured original MIT