paper-research-mentor SKILL.md skillA
paper-research-mentor from lxy-hqu/paper-research-mentor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lxy-hqu/paper-research-mentor/paper-research-mentor@git:20261021.f423e3bPins git:20261021.f423e3b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lxy-hqu/paper-research-mentor
- Path
paper-research-mentor/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261021.f423e3b, committed Oct 21, 2026
- Size
- 5,334 bytes
- Repository stars
- 15
- License
- none declared
Deep-read one or multiple research papers with source-linked explanations, equations, experimental critique, reusable academic writing patterns, project-method transfer, and participatory research discussion. Use for 论文精读、深入理解论文、文献对比、论文方法迁移 or research brainstorming grounded in papers. Do not launch the full workflow for translation alone or bibliography lookup.
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
# 论文深读与研究共创 ## Two independent outcomes Deliver trustworthy, reusable analysis AND record only the understanding the user actually demonstrates. A complete report does not prove learning. Default to Chinese explanations with original technical terms; follow the user's language and requested depth. ## Start and route 1. Read [workflow](references/workflow.md) and [evidence contract and commands](references/records-and-cli.md). Resolve attached/local papers first. For URLs find primary-source full text through browsing; ingest the PDF or extracted readable text with its actual source URL. A landing page or reference entry is not a read paper. 2. Run `python <skill-dir>/scripts/mentor.py doctor`. Choose an available Python/runtime and PDF backend; never hardcode this machine's paths. Default the library to `<user-workspace>/paper-reading`, outside the installed skill. Preserve source files and honor requested output locations. …
Read the whole file at its exact version.
How to install
mdr add lxy-hqu/paper-research-mentor/paper-research-mentor@sha256:210698255b65c282The line at the top of this page pins the label git:20261021.f423e3b, 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_dmu6rjdbctzingu5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 21, 2026.
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 (5334 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
lxy-hqu/paper-research-mentor · 15 stars · license none declared · pushed 2026-10-26 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_dmu6rjdbctzingu5 GET https://markdownregistry.com/api/v1/resolve?ref=lxy-hqu/paper-research-mentor/paper-research-mentor GET https://markdownregistry.com/api/v1/blob/210698255b65c282086b8c2ec929f9839940a05f99d5b161cd598f00b00a43ff
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.