PROJECTS

1. Open source · Research tooling

   Scientific Manuscript Audit

   An author-side manuscript audit skill for Codex and Claude Code, built for rigorous pre-submission and revision quality control.

   The skill reconstructs a paper's central claims, maps them to the available evidence, separates technical correctness from novelty and significance, and calibrates issue severity by recoverability. Its final recommendation remains explicitly tied to the major findings rather than produced as an isolated verdict.

   Review architecture claim → burden of proof → inspected evidence → decision-relevant gap → bounded resolution → recommendation impact

   • Traceable claim-to-evidence analysis
   • Synthetic evaluation cases and automated validation
   • Distribution packages for Codex and Claude Code
   • Explicit confidentiality and responsible-use safeguards

   Intended for author-owned, public, or explicitly authorized materials. It does not replace human peer review or editorial judgment.

   GitHub repository ↗