#verification

clarity-gate

frmoretto / clarity-gate

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.

clarity-gate

frmoretto / clarity-gate

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.

clarity-gate

frmoretto / clarity-gate

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.

planning

NotMyself / planning-system

Because sub-agents shouldn't get to say "done" until they're actually done.

test-skill

d-oit / command-verify

🚀 Intelligent command verification system for documentation with git diff-based cache invalidation. Zero-token operation, cross-platform CLI tool that discovers and validates commands in markdown files with 90%+ cache hit rates. Built for modern JavaScript/Node.js projects with comprehensive testing and self-learning capabilities.

command-executor

d-oit / command-verify

🚀 Intelligent command verification system for documentation with git diff-based cache invalidation. Zero-token operation, cross-platform CLI tool that discovers and validates commands in markdown files with 90%+ cache hit rates. Built for modern JavaScript/Node.js projects with comprehensive testing and self-learning capabilities.

command-verify

d-oit / command-verify

🚀 Intelligent command verification system for documentation with git diff-based cache invalidation. Zero-token operation, cross-platform CLI tool that discovers and validates commands in markdown files with 90%+ cache hit rates. Built for modern JavaScript/Node.js projects with comprehensive testing and self-learning capabilities.