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1. upstream-label-correction upstream-label-correction Public

   Closed-Loop Upstream Error-correction (CLUE): an agentic loop that generates fidelity-verified synthetic multi-omics cohorts to measure and improve label-error detection at corruption rates real da…

   Python

2. regulatory-rule-engine regulatory-rule-engine Public

   ATLAS ingests regulatory text, extracts candidate legal rules, verifies them through schema, semantic, entailment, cross-rule, and human-review tiers, then compiles approved rules into deterministi…

   Rust

3. rigor rigor Public

   Portable Claude Code plugin: refute load-bearing claims, keep built-vs-planned honest, and never let an agent write git history.

   JavaScript