aget-check-facts

What problem does it solve?

Prevents hallucinated or weakly sourced statements from spreading by verifying factual claims with traceable evidence and uncertainty-aware reporting.

Core Features & Use Cases

• Stratified 3-pass verification: data verification, logic verification, then propagation assessment to decide how much confidence to apply.
• Read-only factual integrity: performs verification without modifying KBs, session files, or L-doc artifacts.
• Multi-scope operation: supports self-checking recent conversation assertions, targeted claim checking, and artifact/file-based verification.
• Uncertainty downgrades: marks any unverified outcomes using explicit uncertainty language to reduce false confidence.
• Anti-confabulation micro-gate: applies provenance, authority, and recency checks to future assertions related to verified topics.

Quick Start

Run /aget-check-facts with a specific claim to verify it using source traceability, then receive a PASS/WARN/CRITICAL style report with downgraded uncertainty where needed.