Artifact Evaluation Python Packages

cmeta

Common Meta Framework (cMeta/cX): code, data, models, scripts, workflows, agents and notes as uniform artifacts behind one CLI and one Python API - for R&D that is collaborative, reproducible, reusable, scalable, portable and sustainable. Plain files, minimal dependencies, and context an AI agent can read.

adduce

Local research-artifact auditor for tracing paper claims to code, configurations, data, runs, and reported results.

rrdoctor

Artifact Evaluation readiness checker for research code: static scan, safe fixes, verify ladder, appendix, and agent-ready gates. Local-first, no API key.

harneloop

Build self-improving AI agent harnesses with portable harness units, artifact-aware testing, trace-backed diagnosis, and evidence-gated promotion.