litmus-marketplace

Reality-check AI-generated documents. Runs a five-phase pipeline (atomize → re-derive → ground → attack → score sycophancy → synthesize) that breaks frame-anchoring by structural force. Uses Claude's inbuilt exa for Phase 2 grounding; does not call the user's local exa MCP. Produces evidence-first reports; no verdict line.