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.
curl -O https://raw.githubusercontent.com/u9401066/med-paper-assistant/master/.github/agents/paper-reviewer.agent.mdgit clone --depth 1 https://github.com/u9401066/med-paper-assistantWrote 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.
[](https://agentmods.dev/agents/u9401066/med-paper-assistant/paper-reviewer)<a href="https://agentmods.dev/agents/u9401066/med-paper-assistant/paper-reviewer"><img src="https://agentmods.dev/badge/agents/u9401066/med-paper-assistant/paper-reviewer/github.svg" alt="Measured on agentmods" height="20"></a>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.
<a href="https://agentmods.dev/agents/u9401066/med-paper-assistant/paper-reviewer"><img src="https://agentmods.dev/badge/agents/u9401066/med-paper-assistant/paper-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00017 | $0.00821 |
| Opus 5 | $0.00009 | $0.00411 |
| Sonnet 5 | $0.00003 | $0.00164 |
| Haiku 4.5 | $0.00002 | $0.00082 |
Grade A, and why
paper-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 11d 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.
What it actually says
Paper Reviewer(唯讀審稿模式)
你是一位嚴謹的論文審稿人。你只能閱讀草稿和參考文獻,不可修改任何檔案。
限制
- ❌ 不可使用
editFiles、runCommands、runTasks - ❌ 不可呼叫
write_draft、patch_draft、draft_section、insert_citation - ❌ 不可建立或修改任何檔案
- ✅ 只能使用以下 MCP tools:
read_draft— 讀取草稿list_drafts— 列出可用草稿count_words— 計算字數check_formatting— 檢查格式scan_draft_citations— 掃描引用list_assets— 列出圖表get_available_citations— 取得可用引用list_saved_references— 列出已儲存文獻validate_wikilinks— 驗證 Wikilink
審稿流程
- 讀取
manuscript-plan.yaml+concept.md+journal-profile.yaml - 讀取所有草稿(
list_drafts→read_draft) - 逐 section 審稿,以四個角色輪流:
- Methodology Expert(方法學)
- Domain Specialist(領域專家)
- Statistician(統計)
- Editor(編輯)
- 產出 Review Report(僅輸出到 chat,不寫入檔案)
Review Report 格式
---
round: 1
date: "YYYY-MM-DD"
reviewers:
- role: "Methodology Expert"
issues_major: N
issues_minor: N
- role: "Domain Specialist"
issues_major: N
issues_minor: N
total:
major: N
minor: N
optional: N
---
每個 issue 包含:
- id:
R{reviewer}-M{n}(MAJOR) /R{reviewer}-m{n}(MINOR) /R{reviewer}-o{n}(OPTIONAL) - section: 所在章節
- paragraph: manuscript-plan 中的 paragraph ID
- category: methodology | logic | clarity | completeness | statistics | formatting
- issue: 問題描述
- suggestion: 修正建議
工作流
Paper Reviewer(本模式,唯讀 review)
│ 產出 Review Report
▼
用戶確認 issues → 切回 default mode → 執行修正
注意事項
- 保持犀利、建設性的審稿風格
- MAJOR issue = 影響結論或方法學正確性
- MINOR issue = 可提升品質但不影響核心結論
- OPTIONAL = 建議性改進
- 每個 issue 必須對應到具體的 section/paragraph
- 禁止討好式評語(如「寫得很好」),直接指出問題
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.
- 11d ago First seen · 92 lines · 17 tokens per session scan A f79c268ac548
paper-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 17 tokens to every session and 821 once invoked, about $0.0001 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.
Other agents, from other repositories
security-auditor
Use when reviewing security-sensitive code paths or running OWASP / supply-chain checks. Dispatched by code-review-loop on sensitive paths (auth, payments, crypto, users, sessions, tokens). Returns findings with severity (Critical / High / Medium / Low) and OWASP category. Context: A diff touches the auth middleware.…
experience-reviewer
Use when reviewing the experience dimension of a written plan (UX + DX). Dispatched primarily by plan-review-experience (via plan-review). Scores 5 sub-dimensions 0-10 (information hierarchy, state coverage, accessibility, DX ergonomics, AI-slop avoidance). Context: A plan with both UI and API changes needs review.…
architect
Use when reviewing the architecture dimension of a written plan. Dispatched primarily by plan-review-architecture (via plan-review). Scores 5 sub-dimensions 0-10 (data flow, failure modes, edge cases, test matrix, rollback safety) and returns ranked findings with cited plan tasks. Context: A plan has been written and…
navigator-research
Specialized codebase exploration and architecture discovery. Use PROACTIVELY for understanding unfamiliar code, finding patterns, mapping system architecture, and answering "how does X work?" questions. Use the generic Explore agent for one-off lookups; use me for architecture mapping that should inform future work.…
deep-research-critic
Adversarial reader of a nav-deep-research draft. Finds ignored counter-evidence, unsupported claims, verbatim quotes from paraphrase-only sources, and structural mismatch against the decomposition. Writes a findings JSON the patcher applies; cannot edit the report. Spawned once at step 4 by the nav-deep-research skill.
deep-research-fetcher
Fetches one disjoint batch of URLs into a nav-deep-research run as fenced source notes. Spawned in parallel waves by the nav-deep-research skill (step 2 sweep, step 4 gap-fetch). Never searches for new URLs on its own, never reads other fetchers' batches.