paper-xray SKILL.md skillA
paper-xray from edwardxlai/easyread is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add edwardxlai/easyread/paper-xray@git:20261013.e348b7bPins git:20261013.e348b7b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- edwardxlai/easyread
- Path
skill/paper-xray/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261013.e348b7b, committed Oct 13, 2026
- First version recorded
- Oct 6, 2026
- Size
- 8,498 bytes
- Repository stars
- 992
- License
- MIT
论文精读：把一篇论文讲透，不只是译出来。用户说“讲透这篇”“精读这篇”“这篇到底是怎么想出来的”“x-ray 一下”时使用——先通读全文含附录，还原作者真实的思考起点、押的那个赌注和证据落在哪，把每个符号和关键公式落到能自己动手算的小例子上，再怀疑式地过一遍超参、消融、基线和数字。产出写进 EasyRead 的页边讨论条目并锚到对应段落，也可以另存一份长文 Markdown。用于 精读论文、讲透一篇论文、还原作者思路、这篇论文哪里有问题、paper-xray、$paper-xray。不是摘要、不是逐段翻译、不是科普文。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 论文精读（EasyRead） 论文的译文、原页和读者的笔记都在本机，用 EasyRead 的命令行读和写，不改界面代码（除非用户要改工具本身）。 ## 先确认命令入口和数据位置 下文的 `easyread <命令>` 是简写，先按本机安装方式确认实际入口；路径带空格要加引号，PowerShell 调用带引号的程序路径时加 `&` - pip：`easyread <命令>`，先用 `easyread --help` 确认可用 - 源码：在源码根目录用 `.venv/bin/python -m easyread <命令>`（macOS / Linux）或 `& '.venv\Scripts\python.exe' -m easyread <命令>`（Windows PowerShell） - macOS App：`"/Applications/EasyRead.app/Contents/Resources/backend/easyread-backend" <命令>`，App 不在 Applications 时改成实际位置 - Windows 安装版：`& '<安装目录>\resources\backend\easyread-backend.exe' <命令>`，不是桌面主程序，也不需要找独立的 Python - Linux 桌面版：实际应用资源目录里的 `resources/backend/easyread-backend`，先确认文件存在，不把 AppImage 本身当 CLI Windows PowerShell 先设 `$env:PYTHONUTF8='1'; $env:PYTHONIOENCODING='utf-8'`，cmd 用 `set PYTHONUTF8=1`。直接调用 Windows 安装版后端时，需把当前进程的 `EASYREAD_HOME` 设为桌面程序实际使用的数据目录，通常是 `<安装目录>\data`；不可写或迁移失败时可能退回 `~/EasyRead`，先核对现有配置。pip、macOS / Linux 桌面版通常使用 `~/EasyRead`，源码默认使用源码根目录。保留已有环境变量、`EASYREAD_LIBRARY` 和设置中的自定义文献库位置，不擅自改配置或建立另一个库 先运行 `easyread list` 确认与桌面中的论文一致，再用 `easyread status ID` 获取“目录：”后的完整路径，记作 `<论文目录>`。ID 可以写能唯一确定的开头几位；列表不一致时先核对入口和数据目录，再写入 这份技能负责**讲透**论文；需要导入或翻译时，可使用已安装的 `paper-reading` 技能。正文只放忠实译文，解释、还原、怀疑一律走讨论条目，不往译文里掺 …
Read the whole file at its exact version.
How to install
mdr add edwardxlai/easyread/paper-xray@sha256:2e84e78a5488a8e3The line at the top of this page pins the label git:20261013.e348b7b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tbrdkrkluaq3fzbq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 6, 2026 and Oct 13, 2026, about one every 7 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.e348b7b latest | 2026-10-13 | e348b7b | 8,498 B | A | view · diff |
| git:20261006.ead9973 | 2026-10-06 | ead9973 | 6,552 B | B | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8498 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
edwardxlai/easyread · 992 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tbrdkrkluaq3fzbq GET https://markdownregistry.com/api/v1/resolve?ref=edwardxlai/easyread/paper-xray GET https://markdownregistry.com/api/v1/blob/2e84e78a5488a8e3eb3a4141a1e535d5e2c4106683de1985350af13f2a489f6d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.