aris-research-lit SKILL.md skillA
aris-research-lit from jzkk720/cubecloud-skills-bundle-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jzkk720/cubecloud-skills-bundle-kit/aris-research-lit@git:20260723.723e6c6Pins git:20260723.723e6c6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jzkk720/cubecloud-skills-bundle-kit
- Path
upstream/aris-research-lit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260723.723e6c6, committed Jul 23, 2026
- Size
- 4,137 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers. Ported from wanshuiyin/Auto-claude-code-research-in-sleep (ARIS) — methodology only, Claude-Code-specific MCP/CLI deps stripped for VS Code Copilot.
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
# Research Literature Review The user will provide the research topic or paper URL as part of their request. ## Constants - **PAPER_LIBRARY** — Local directory containing user's paper collection (PDFs). Check these paths in order: 1. `papers/` in the current project directory 2. `literature/` in the current project directory 3. Custom path specified by user - **MAX_LOCAL_PAPERS = 20** — Maximum number of local PDFs to scan (read first 3 pages each). If more are found, prioritize by filename relevance to the topic. ## Workflow ### Step 0: Scan Local Paper Library Before searching online, check if the user already has relevant papers locally: 1. **Locate library**: Check PAPER_LIBRARY paths for PDF files - Search for `papers/**/*.pdf` and `literature/**/*.pdf` 2. **Filter by relevance**: Match filenames and first-page content against the research topic. Skip clearly unrelated papers. 3. **Summarize relevant papers**: For each relevant local PDF (up to MAX_LOCAL_PAPERS): - Read first 3 pages (title, abstract, intro) - Extract: title, authors, year, core contribution, relevance to topic - Flag papers that are directly related vs tangentially related …
Read the whole file at its exact version.
How to install
mdr add jzkk720/cubecloud-skills-bundle-kit/aris-research-lit@sha256:aa47fcc13925e273The line at the top of this page pins the label git:20260723.723e6c6, 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_qsnxdi2uls55pugy)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 23, 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 (4137 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
jzkk720/cubecloud-skills-bundle-kit · 4 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qsnxdi2uls55pugy GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/aris-research-lit GET https://markdownregistry.com/api/v1/blob/aa47fcc13925e273d9b9b2801866d1eed3f89cdc543dd55f7fbd159f251f3cea
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.