Review Paper
maxwell2732/my-submission-formatting-agent
Comprehensive manuscript review covering argument structure, methodology, citation completeness, writing quality, and potential referee objections.
Scrum-inspired paper review, revision, and R&R workflow. An agent skill from aipoch/medical-research-skills.
Install Paper Sprint Review
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills paper-sprint-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .claude/skills/paper-sprint-review && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .claude/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-reviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills paper-sprint-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .agents/skills/paper-sprint-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .agents/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills paper-sprint-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .cursor/skills/paper-sprint-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .cursor/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aipoch/medical-research-skills.git --path 'awesome-med-research-skills/Academic Writing/paper-sprint-review'--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills paper-sprint-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .gemini/skills/paper-sprint-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .gemini/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aipoch/medical-research-skills paper-sprint-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .github/skills/paper-sprint-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .github/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aipoch/medical-research-skills paper-sprint-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/paper-sprint-review' .opencode/skills/paper-sprint-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paper-sprint-review" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/paper-sprint-review into .opencode/skills/paper-sprint-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-sprint-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
paper-sprint-review- GitHub stars
- 1.9k
- Token cost
- ~2k tokens
- SKILL.md length
- 757 words
- Files
- 26 (incl. references)
- Skills in repo
- 578
- Repo updated
- First seen
- Licence
- MIT
At a glance
Scrum-inspired paper review, revision, and R&R workflow. An agent skill from aipoch/medical-research-skills.
- Works in 3 steps: Out-of-scope requests: Writing a new… → Adversarial inputs: Asked to fabricate… → Beyond capability: Non-academic file…
- Asked to review a paper
- SKILL.md covers When to Use, Core Principles, Workflow and Input Validation, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Paper Sprint Review is an agent skill from aipoch/medical-research-skills. Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects manuscript stage, estimates sprint count, runs multi-lens review (Contribution/Rigor/Writing/Editor), generates prioritized revision backlog, exports MD/DOCX/PDF/HTML reports. Use when asked to review a paper, revise based on reviewer comments, handle R&R, respond to peer review, plan paper revision sprints, or when user types /ps or /papersprint.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 29 other files, including reference files (for example `README.md`, `agents/openai.yaml` and `commands/README.md`).
It sits in Documents & Office, covering Sprint planning and agile, Peer review and Word documents. It works with Microsoft Word. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.
When your agent uses it
- Asked to review a paper
- Revise based on reviewer comments
- Respond to peer review
- Plan paper revision sprints
Example prompts
- “/paper-sprint-review”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Out-of-scope requests: Writing a new paper, generating research ideas → use other tools
- Adversarial inputs: Asked to fabricate conclusions or prove a paper is wrong → remain objective, provide balanced review
- Beyond capability: Non-academic file formats, highly specialized domain knowledge → clearly state limitations
What it can do on your machine
Read from SKILL.md and the folder at commit 686e09d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Paper Sprint Review loads about 2k tokens when it runs, and up to ~6.5k if it reads all its reference files. Until then it costs about 122 tokens; SKILL.md has 757 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 757 words, ~1,973 tokens.
Download SKILL.mdSave it as
.claude/skills/paper-sprint-review/SKILL.md (or your agent's skills folder). This skill also uses 25 other files; get the full folder from GitHub.- name
- paper-sprint-review
- description
- Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese. Auto-detects manuscript stage, estimates sprint count, runs multi-lens review (Contribution/Rigor/Writing/Editor), generates prioritized revision backlog, exports MD/DOCX/PDF/HTML reports. Use when asked to review a paper, revise based on reviewer comments, handle R&R, respond to peer review, plan paper revision sprints, or when user types /ps or /papersprint.
- license
- MIT
- author
- AIPOCH
PaperSprint v2.2
Scrum-inspired paper agent for review, revision, and R&R.
When to Use
- Review an academic paper and identify issues
- Revise a manuscript based on reviewer comments
- Respond to reviewers (R&R)
- Estimate revision workload
- Plan paper revision sprints
- Export review reports (MD/PDF/DOCX/HTML/LaTeX)
Core Principles
| # | Principle | Description |
|---|---|---|
| 1 | Progressive inquiry | Only ask for missing information, never repeat known facts |
| 2 | Range estimates | Always give ranges, never false precision |
| 3 | Actionable critique | Every critique must point to a specific location |
| 4 | Human finalization | Never auto-submit — human verification always required |
| 5 | Explicit focus shifts | Always announce when switching focus |
Workflow
INTAKE → PLANNING → REVIEW → AMENDMENT
↓
BACKLOG
↓
SPRINT REVIEW & RETRO
↓
NEXT SPRINT / GATE→ Full details: references/quick_reference.md
Input Validation
This skill accepts: Paper review, revision, and R&R workflows in Chinese or English.
If the user's request does not involve paper review, revision, or reviewer response — for example, asking to write a paper from scratch, generate research ideas, or perform data analysis — do not proceed with the workflow. Instead respond:
"PaperSprint is designed for paper review, revision, and R&R workflows. Your request appears to be outside this scope. For paper writing, please use manuscript drafting tools. For research ideas, please use idea generation tools. For data analysis, please use analysis tools."
Disclaimer (Required): All review suggestions are for reference only. Consult domain experts before making final decisions.
Progressive Disclosure — Reference Files
Load each reference file only when its trigger condition is met.
Intake
File: references/intake.md
When to load:
- Running
/ps intake - User provides a manuscript file for the first time
- Need to determine manuscript stage
- User has not specified target journal/conference
- Need to generate an Intake Summary
Contents:
- Progressive inquiry rules (never repeat known information)
- Minimum required fields checklist
- Auto stage detection criteria
- Intake output template
Stage Detection
File: detection/stage_detector.md
When to load:
- Need to determine which stage the manuscript is in
- Manuscript structure appears incomplete
- User has not specified a stage and auto-detection is needed
- Need to explain the basis for a stage determination
Contents:
- Stage detection indicators
- Detection algorithm flow
- Confidence threshold settings
- User override mechanism
Review
File: references/review.md
When to load:
- Running
/ps review - Need to conduct multi-lens review
- Unsure how to write review comments
- Need review output templates
- User requests a specific review lens
Contents:
- Reading priority strategy (not reading the full paper at once)
- Review dimension weight table
- Four-lens configuration (Contribution/Rigor/Writing/Editor)
- Journal-specific lens adjustments
- Actionable critique rules
Backlog
File: references/backlog.md
When to load:
- Running
/ps backlog - Need to create or manage backlog items
- Need to prioritize items
- Dependencies exist between items
- Need to close a backlog item
Contents:
- Backlog item structure (id/title/severity/bucket/status, etc.)
- Bucket classification rules
- Priority ranking algorithm
- Dependency management
- Backlog command reference
Show full SKILL.md (324 more words)Show less
Quality Gates
File: references/gates.md
When to load:
- Running
/ps gate check - Need to determine whether the paper can advance to the next stage
- Critical issues detected requiring a gate check
- Preparing for submission and need a final check
- Need to explain why a gate failed
Contents:
- Contribution Gate checks (early stage)
- Rigor Gate checks (mid stage)
- Writing Gate checks (late stage)
- Submission Gate checks (final stage, human-only)
- Gate evaluation output template
Sprint Estimation
→ Full details: references/sprint_estimation.md
Export
File: references/export.md
When to load:
- Running
/ps export - Need to export a report in a specific format
- Export encounters an error
- Need to understand format requirements
Contents:
- Supported export formats
- Dependencies for each format
- Export command reference
- Error handling
Quality Checker
File: detection/quality_checker.md
When to load:
- Need to check paper quality
- Gate check identifies issues requiring deeper analysis
- User requests a quality assessment
- Need to generate a quality report
Contents:
- Quality check dimensions
- Common issue detection rules
- Quality scoring criteria
Templates — Load on Demand
| Template | When to load |
|---|---|
| templates/sprint_brief.md | Generating a sprint brief |
| templates/process_log.md | Recording a process log |
| templates/backlog_item.md | Creating a backlog item |
| templates/review_memo.md | Writing a review memo |
| templates/amendment_summary.md | Generating an amendment summary |
| templates/sprint_review.md | Conducting a sprint review |
| templates/retrospective.md | Conducting a sprint retrospective |
| templates/human_finalization.md | Generating human finalization checklist |
| templates/export_report.md | Exporting a full report |
Language Support
- Chinese: Use Chinese templates, keep journal names as-is
- English: Use English templates, standard terminology
Terminology Glossary
| English | 中文 |
|---|---|
| Backlog | 待办事项 |
| Sprint | 冲刺 |
| Intake | 接收 |
| Amendment | 修订 |
| Gate | 门禁 |
| Review Lens | 评审视角 |
| Contribution | 贡献 |
| Rigor | 严谨性 |
| Camera-ready | 定稿 |
Critical Decision Flowchart
→ Full details: references/decision_flowchart.md
Escape Hatches
Explicitly decline or redirect in these situations:
- Out-of-scope requests: Writing a new paper, generating research ideas → use other tools
- Adversarial inputs: Asked to fabricate conclusions or prove a paper is wrong → remain objective, provide balanced review
- Beyond capability: Non-academic file formats, highly specialized domain knowledge → clearly state limitations
Disclaimer: This tool provides review suggestions only. Consult domain experts before making final decisions.
PaperSprint v2.2
© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 25 other files (references) in awesome-med-research-skills/Academic Writing/paper-sprint-review of aipoch/medical-research-skills.
- SKILL.md
- LICENSE
- README.md
- agents/openai.yaml
- commands/README.md
- detection/quality_checker.md
- detection/stage_detector.md
- eval_report_paper-sprint-review_result.json
- references/backlog.md
- references/decision_flowchart.md
- references/export.md
- references/gates.md
- references/intake.md
- references/quick_reference.md
- references/review.md
- references/sprint_estimation.md
- templates
- … and 9 more
Open the folder on GitHubat commit 686e09d
Compare with similar skills
Paper Sprint Review next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paper Sprint Review this skillaipoch/medical-research-skills | 1.9k | — | ~2k | Automated safety check: Pass | MIT | |
| Review Papermaxwell2732/my-submission-formatting-agent | 111 | — | ~1.2k | Automated safety check: Pass | None | |
| AI Review SkillNeuroDong/Ai-Review | 628 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Paper CovertGRIND-Lab-Core/night_owl_research_agent | 106 | — | ~2.1k | Automated safety check: Notes | None | |
| PDFzai-org/ZCode | 7.7k | — | ~18k | Automated safety check: Notes | Proprietary | |
| Latex To Word Workflowhajimi-kun/latex-to-word-workflow | 128 | — | ~2.3k | Automated safety check: Pass | MIT |
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Questions about Paper Sprint Review
What does Paper Sprint Review do?
Scrum-inspired paper review, revision, and R&R workflow. An agent skill from aipoch/medical-research-skills. Paper Sprint Review is an agent skill from aipoch/medical-research-skills. Scrum-inspired paper review, revision, and R&R workflow.
When should I use Paper Sprint Review?
Paper Sprint Review fits situations like: asked to review a paper; revise based on reviewer comments; respond to peer review; plan paper revision sprints.
How do I install Paper Sprint Review in Claude Code?
Run `npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a claude-code`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/paper-sprint-review in aipoch/medical-research-skills) into .claude/skills/paper-sprint-review in your project. Claude Code loads it when a task matches its description.
How do I install Paper Sprint Review in Codex?
Run `npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a codex`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/paper-sprint-review in aipoch/medical-research-skills) into .agents/skills/paper-sprint-review in your project. Codex loads it when a task matches its description.
Can I use Paper Sprint Review in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aipoch/medical-research-skills --skill paper-sprint-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-sprint-review, .gemini/skills/paper-sprint-review, .github/skills/paper-sprint-review and .opencode/skills/paper-sprint-review in your project.
What does Paper Sprint Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Paper Sprint Review is instructions for the agent only.
Does Paper Sprint Review access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Paper Sprint Review safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Paper Sprint Review use?
Paper Sprint Review is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Paper Sprint Review use?
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.5k tokens, read only when the agent opens those files.
What are the alternatives to Paper Sprint Review?
Skills that share tags, products or a category with Paper Sprint Review: Review Paper (maxwell2732/my-submission-formatting-agent, 111 stars), AI Review Skill (NeuroDong/Ai-Review, 628 stars), Paper Covert (GRIND-Lab-Core/night_owl_research_agent, 106 stars) and PDF (zai-org/ZCode, 7.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Sprint Review?
aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.
Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.