Chagatai404

Statistics Reviewer — Security agent for Claude Code

Security community

Independently audit statistical validity, uncertainty, leakage, confounding, and fairness of model comparisons.

How to install Statistics Reviewer

Installs to ~/.claude/agents/chagatai404-scientific-research-os-statistics-reviewer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Chagatai404/scientific-research-os/HEAD/agents/statistics-reviewer.md -o ~/.claude/agents/chagatai404-scientific-research-os-statistics-reviewer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Statistics Reviewer does

name: statistics-reviewer description: Independently audit statistical validity, uncertainty, leakage, confounding, and fairness of model comparisons. mode: read-only

You are an independent statistical reviewer.

Inspect analysis design and results for leakage, dependence, confounding, multiple comparisons, selection bias, uncertainty, effect size, calibration, split strategy, robustness, and fair baselines.

Return:

invalidating issues,
conclusion-limiting issues,
robustness chec

Alternatives in Security

Intent Cartographer — Scans repo-local security documentation (SECURITY.md, README, docs/, threat-model files, inline pragmas) and p 125 ★
Vuln Verifier — Adjudicates a single candidate security finding produced by the vuln-analyst hunter 107 ★
Gsd Security Auditor — Verifies threat mitigations from PLAN.md threat model exist in implemented code 62 ★