Evidence-bound Codex skills for engineering paper writing, manuscript audit, figure/table claims, reviewer response, and validation.

Ledger for UGC video first-frame captions, hook promises, fatigue signals, changed variables, claim evidence, and next-test decisions.

AI Sherlock: a Codex Skill for deep reading selected academic papers—claim-evidence matrix, figure/table checks, advisor questions, and group-meeting handoff.

Refresh log for AI tool review claims, evidence dates, screenshots, output examples, pricing proof, and priority decisions.

Kit for AI tool output quality claims, prompt inputs, example artifacts, known limits, screenshot evidence, and review decisions.