paper-studio SKILL.md skillA

paper-studio from linchunhui/paperreading-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add linchunhui/paperreading-skills/paper-studio@git:20261106.080abdd

Pins git:20261106.080abdd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
linchunhui/paperreading-skills
Path
SKILL.md
Versions recorded
9
Latest version
git:20261106.080abdd, committed Nov 6, 2026
First version recorded
Aug 7, 2026
Size
16,617 bytes
Repository stars
23
License
MIT

Read and explain research papers, connect work within one direction, and discover papers through daily/weekly/monthly research radars. Three modes only: single, series, radar; single combines structured analysis with original limu-inspired teaching by default; single-limu is a compatibility alias. Every formal paper body covers background, direction, problem, approach, concrete method, main results, ablation/analysis conclusions, and summary, with depth adapted to the mode. Produces…

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

# PaperStudio

Explain papers so readers can recover the actual method, judge its evidence, and identify where it may be useful months later. Use three modes: **单篇精读 / 同方向串讲 / 雷达发现**. Preserve each paper's storyline; vary explanation depth rather than dropping information.

## Route the request

1. Honor explicit `single`, `series`, or `radar`. `single-limu` is a compatibility alias for the same merged single workflow, not a separate mode.
2. One supplied paper → **single**. Merge structured coverage with limu-inspired examples, mechanism walkthroughs and evidence reasoning by default.
3. Multiple supplied papers addressing a common direction, task or research question → **series**. Explain evolution, competing solutions, complementary components or different constraints; do not require or invent direct inheritance. No fixed paper-count ceiling.
4. Discovery requests such as “latest/this week/this month/HF Daily Papers” → **radar**, even if the report covers only one direction.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add linchunhui/paperreading-skills/paper-studio@sha256:ea7787df022d95ce

The line at the top of this page pins the label git:20261106.080abdd, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hiiwc53d6hygm5cf.svg)](https://markdownregistry.com/a/art_hiiwc53d6hygm5cf)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Aug 7, 2026 and Nov 6, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261106.080abdd latest2026-11-06 080abdd 16,617 BA view · diff
git:20261105.9d3fcd62026-11-05 9d3fcd6 15,881 BA view · diff
git:20261104.c8ff8332026-11-04 c8ff833 14,132 BA view · diff
git:20261029.59c10dc2026-10-29 59c10dc 13,544 BA view · diff
git:20261019.a5e27ee2026-10-19 a5e27ee 15,160 BA view · diff
git:20261019.f3f29522026-10-19 f3f2952 14,430 BA view · diff
git:20261019.8011b292026-10-19 8011b29 13,115 BA view · diff
git:20260808.90ad3af2026-08-08 90ad3af 11,923 BA view · diff
git:20260807.9ce16a72026-08-07 9ce16a7 9,893 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (16617 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

GitHub

linchunhui/paperreading-skills · 23 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hiiwc53d6hygm5cf
GET https://markdownregistry.com/api/v1/resolve?ref=linchunhui/paperreading-skills/paper-studio
GET https://markdownregistry.com/api/v1/blob/ea7787df022d95ce5b7d0b28e356d9a29e231a309d1e57dbe5152af8d4ccaa28

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.

More from linchunhui/paperreading-skills

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linchunhui/paperreading-skills · skills/paper-understanding-agent/SKILL.md · 从 PDF 或已解析论文按初筛、证据或完整解读三种范围抽取可回查的信息,按需核对附录和图表,支持专题证据交接、价值评估、深读、短卡与参考文献。
git:20261104.5c23432 · audit A · 23 stars
topic-knowledge-system SKILL.md skill
linchunhui/paperreading-skills · skills/topic-knowledge-system/SKILL.md · 将多篇论文或技术资料按问题构建知识体系,复用已有调研,并用缺口驱动的多轮 GPT Researcher 扩展和核对论文,生成含 SVG 问题树、原文证据和论文原图的离线 HTML。适用于研究脉络和多方法对照,单篇摘要通常无需调用。
git:20261104.36521d0 · audit A · 23 stars

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