Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protocol for your documents that are going to be provided to LLMs or RAG systems. Place automatically the missing uncertainty markers to avoid confident hallucinations. HITL for non-directly verifiable claims.
Latest release v2.1.3 — v2.1.3: Full FORMAT_SPEC §2.1-2.4 compliance · 2 Mar 2026
2 files for Claude Code, Codex and OpenCode: clarity-gate, clarity-gate AGENTS.md — 1,163 tokens loaded in every session.
AGENTS.md A 1,163 tok .claude/skills/clarity-gate/SKILL.md A 51 tok These files are frmoretto/clarity-gate's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.