Skip to Main Content

Synapti.ai

Built at Built with Opus 4.7: a Claude Code hackathon · Apr 21, 2026 · Remote

Demo video · notebooklm.google.com/…

Lucid is an open-source epistemic audit tool that points eight published AI-safety research instruments at your personal AI conversation history. It ingests Claude Code session JSONLs and the Claude.ai export, runs deterministic per-turn scoring across SpiralBench (sycophancy), Sharma paired-exchange detection, SycEval, Jain perspective sycophancy, BeliefShift, the Influence Tactics Protocol, time/model attribution, and a novel memory-corpus consistency check, then produces an HTML report whose narrative sections are written by Claude Opus 4.7 with every factual claim cited to a specific finding or turn ID and validated against the database. The novel contribution is Module H: it extracts atomic claims from your Claude.ai memories.json and verifies each one against the conversations that produced it, surfacing memories the corpus actually supports versus those it doesn't. No other tool audits AI memory features against the conversations that generated them. The audit pipeline is a three-phase split — deterministic scoring (preserves calibration reproducibility), Opus 4.7 synthesis writing, Sonnet 4.6 structuring + validation — designed so each model does what it's best at. Video explanation: https://notebooklm.google.com/notebook/2daeaaeb-cce5-4bd4-8b34-86279576d0a6/artifact/f5808fe7-6f16-45d0-9510-565d2c4ba2c6

Team