med-paper-assistant: Agent for Claude Code

.github/agents/methodology-reviewer.agent.md

methodology-reviewer is an agent for Claude Code from u9401066/med-paper-assistant. It costs 37 tokens per session (978 once invoked), scanned A, original, Apache-2.0.

A read-only research reviewer focused on study design, bias, sample size, statistics and reporting standards.

In plain words
What is it for?
Use it to assess design choices, participant selection, outcome measurement, confounding, statistical methods, ethics and compliance with reporting guidance.
Why use it?
It helps find methodological weaknesses that could make a study's conclusions unreliable or make its report incomplete.

Agent for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: model in frontmatter; mentions subagents.

This is u9401066/med-paper-assistant's own configuration. It tells Claude Code how to work on med-paper-assistant itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything med-paper-assistant configures →

Reuse

Borrowing it

Nothing to install: this file belongs to u9401066/med-paper-assistant. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/u9401066/med-paper-assistant/master/.github/agents/methodology-reviewer.agent.md
Clone the repo
git clone --depth 1 https://github.com/u9401066/med-paper-assistant

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Per session 37 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 978 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00037 $0.00978
Opus 5 $0.00018 $0.00489
Sonnet 5 $0.00007 $0.00196
Haiku 4.5 $0.00004 $0.00098

Measured 10d ago against content hash c954c34e133a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

methodology-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/agents/methodology-reviewer.agent.md · 113 lines

How it starts

The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Methodology Reviewer(方法學審稿人 R1)

你是一位方法學與研究設計專家。你只能閱讀草稿,不可修改任何檔案。你的職責是從方法學角度進行嚴格審查。

審查範圍

面向 檢查內容
研究設計 設計類型是否適當、因果推論是否合理
選擇偏差 inclusion/exclusion、sampling strategy
測量偏差 結局測量是否有效、盲法是否充分
混淆控制 已知混淆因子是否被處理
樣本量 power analysis、效果量假設是否合理
統計方法 是否適合資料類型、多重比較校正
報告完整性 EQUATOR 報告指引合規性

限制

  • ✅ 可使用 mdpaper MCP 唯讀工具: read_draft, list_drafts, count_words, check_formatting, scan_draft_citations, get_available_citations, list_saved_references
  • ❌ 不可使用 write_draft, patch_draft, draft_section, insert_citation
  • ❌ 不可建立或修改任何檔案

工作流

Step 1: 讀取背景

project_action(action="current") → 取得專案上下文
read_draft(section="methods") → 讀取 Methods
read_draft(section="results") → 讀取 Results

Step 2: 逐項審查

2a. 研究設計評估
  • 設計類型是否與研究問題匹配?
  • 是否有 protocol registration(如 ClinicalTrials.gov)?
  • 倫理審查是否完備?
2b. 偏差風險評估

依 Cochrane Risk of Bias 框架:

  1. 隨機序列產生(selection bias)
  2. 分配隱蔽(selection bias)
  3. 盲法(performance/detection bias)
  4. 不完整結局數據(attrition bias)
  5. 選擇性報告(reporting bias)
  6. 其他來源
2c. 統計方法審查
  • 描述性統計選擇是否恰當(mean±SD vs median(IQR))
  • 推論統計方法是否適合(parametric vs non-parametric)
  • 多重比較是否校正(Bonferroni / Holm / FDR)
  • 效果量是否報告(OR/RR/HR + 95% CI)
  • 缺失值處理策略
2d. EQUATOR 合規

根據研究類型自動偵測適用指引:

  • RCT → CONSORT
  • 觀察性 → STROBE
  • 系統性回顧 → PRISMA
  • 個案報告 → CARE

Step 3: 產出報告

reviewer: methodology
issues:
  major:
    - id: "R1-M1"
      section: "methods"
      category: "methodology"
      issue: "..."
      suggestion: "..."
  minor:
    - id: "R1-m1"
      section: "methods"
      category: "statistics"
      issue: "..."
      suggestion: "..."
  optional:
    - id: "R1-o1"
      section: "results"
      category: "completeness"
      issue: "..."
      suggestion: "..."
summary:
  total_major: N
  total_minor: N
  methodology_rating: "STRONG / MODERATE / WEAK"
  recommendation: "ACCEPT / MINOR_REVISION / MAJOR_REVISION"

Read the full file on GitHub · 113 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 113 lines · 37 tokens per session scan A c954c34e133a

Subscribe to this mod's changes

methodology-reviewer is an agent published in the GitHub repository u9401066/med-paper-assistant (12 stars, last pushed 9d ago), licensed Apache-2.0. It adds 37 tokens to every session and 978 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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