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artifact-validation

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nshkrdotcom / mwb

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Mechanistic Workbench (mwb): Local-first mechanistic interpretability workbench for IPython research, agent-readable state, artifact validation, evidence graphs, claim-safe MechanismCards, provenance, run ledgers, SAE/TransformerLens workflows, and reproducible MI experiments

python jupyter ipython sparse-autoencoders ai-safety sae interpretability experiment-tracking mechanistic-interpretability agentic-workflows llm-interpretability ml-research transformer-lens nshkr-ai-infra research-provenance sae-lens claim-safety artifact-validation evdience-graph
  • Updated Jun 27, 2026
  • Python

SHENAO1 / OpenRepro-Agent

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Python CLI for paper-reproduction workflows with PDF extraction, artifact manifests, opt-in provider readiness, human-gated experiment scaffolds, benchmark suites, run comparison, reports, and agent handoff.

python cli benchmark research scientific-computing experiments reproducibility benchmark-suite paper-reproduction llm-provider project-inspection artifact-validation benchmark-indexing provider-ready experiment-scaffolding run-comparison
  • Updated Jun 9, 2026
  • Python

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