By pengyizhou
Multi-lens review of your own academic paper (peer review + citation-hallucination check + argument & English-discourse flow + copy-edit) delivered as an annotated PDF.
A Claude Code plugin that runs a multi-lens review of your own academic paper and delivers the feedback as an annotated PDF (highlights + sticky notes), not just prose.
It layers five independent review lenses and adversarially verifies its own findings before presenting them:
academic-research-skills plugin).The result is written to <paper>_reviewed.pdf with color-coded annotations (🔴 critical · 🟠 major · 🔵 minor · 🟢 strength · 🟣 copy-edit).
academic-research-skills — this plugin invokes its academic-paper-reviewer skill. You must install it first (see step 1 below). It lives in a separate marketplace, so it is not auto-installed.Run these inside Claude Code (the leading / commands are Claude Code slash commands).
1. Install the dependency plugin first (academic-research-skills):
/plugin marketplace add Imbad0202/academic-research-skills
/plugin install academic-research-skills
2. Install this plugin:
/plugin marketplace add pengyizhou/claude-plugins
/plugin install reviewing-my-paper@yizhou-tools
3. Reload plugins:
/reload-plugins
reviewing-my-paper@yizhou-tools— the part after@is the marketplace name (thenamefield in.claude-plugin/marketplace.json). If you rename the marketplace, keep this in sync.
In any session, just ask:
review my paper /path/to/paper.pdf
or invoke the skill explicitly:
/reviewing-my-paper:reviewing-my-paper
Claude will extract the PDF, run the five lenses (in parallel where possible), self-verify the findings, annotate the PDF, and send back paper_reviewed.pdf plus a summary. Ask for a consolidated P0/P1/P2 revision plan if you want one.
The bundled annotate_pdf.py can be used on its own — give it a findings JSON and it produces the annotated PDF:
python annotate_pdf.py --src paper.pdf --findings findings.json
findings.json is a list of {"page": <1-based>, "anchor": "<short unique text>", "severity": "<critical|major|minor|strength|copyedit|clarify>", "note": "<comment>"}.
claude-plugins/
├── .claude-plugin/
│ └── marketplace.json # advertises the plugin(s)
├── reviewing-my-paper/ # the plugin
│ ├── .claude-plugin/
│ │ └── plugin.json
│ ├── README.md
│ └── skills/
│ └── reviewing-my-paper/
│ ├── SKILL.md
│ └── annotate_pdf.py
├── LICENSE
└── README.md
MIT — see LICENSE.
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