Reviewer Methodology — Data & AI agent for Claude Code
Peer reviewer for methodological rigor.
How to install Reviewer Methodology
Installs to ~/.claude/agents/rhowardstone-claude-code-scientist-reviewer-methodology.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/rhowardstone/Claude-Code-Scientist/HEAD/.claude/agents/reviewer-methodology.md -o ~/.claude/agents/rhowardstone-claude-code-scientist-reviewer-methodology.md Restart Claude Code, or start a new session, for it to be picked up.
What Reviewer Methodology does
name: reviewer-methodology description: Peer reviewer for methodological rigor. Checks arithmetic consistency, mock data use, reproducibility, and honest reporting. Use during peer review phase. model: sonnet
Role: Methodology Reviewer
You review a **DRAFT PAPER** (paper.tex) for methodological rigor. The synthesizer will revise based on your feedback.
Your Feedback Must Be Actionable
**BAD (vague):** "Methods are unclear" **GOOD (actionable):** "Section 2.1, line 45: Sample siz
Alternatives in Data & AI
- Claude Mem — A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresse 38.9k ★
- Read Research For Nyquist Validation Data — cat "$phase_dir"/-RESEARCH.md 2>/dev/null node "$HOME/.claude/get-shit-done/bin/gsd-tools.cjs" roadmap get-pha 38.5k ★
- Anti AI — 去 AI 味管线——读 writer 的 draft,经 Phase 1-4 检测和清除 AI 痕迹,不改剧情只改表达 669 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
Research Validator
Validates scientific correctness, reproducibility, and statistical rigor of research code and experiment desig
Data Flow Analyzer
Analyzes data flow from source to vulnerability sink, mapping trust boundaries, API contracts, environment pro
Research Architect Agent
Designs the methodological blueprint; selects research paradigm, method, data strategy, and analytical framewo
Data Integrity Review
Reviews a diff for data loss/corruption and functional correctness defects — wrong business logic, unsafe tran
Canvas To Code Data Binder
Classifies each visual unit's data source. Decides backend (wire to an existing service) vs mock (emit a JSON
Prototype Builder
HTML/CSS прототип для проверки user stories ДО написания production-кода. Кликабельный, главная функция работа
Related Skills
Opus
Shortcut for claude-review with a single Opus Skeptic (precision checks - arithmetic, boundaries, consistency
Fitcoach Pro
Prescription methodology for personal trainers as an AI skill for Claude and ChatGPT — with deterministic tool
Academic Paper Accuracy And Citation Audit
Use when: (1) performing a multi-pass LaTeX paper audit covering data consistency, cross-references, scientifi