PROJECTS

I use this page for research systems and tools that became useful beyond a single paper. I keep them public when the assumptions, tests, and workflow are clear enough to be reused.

  1. Research tool · Scientific workflow

    Scientific Manuscript Audit

    A manuscript-audit workflow for Codex and Claude Code that I use to stress-test claims, evidence, and revision decisions before submission.

    The workflow starts from a paper's main claims and works backward to the evidence each claim actually needs. It checks technical correctness separately from novelty and significance, and keeps the final recommendation tied to the issues that would genuinely change a submission or revision decision.

    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

    It is designed for author-owned, public, or explicitly authorized materials and is meant to support, rather than stand in for, scientific judgment.

    GitHub repository