sciatlas-literature-review SKILL.md skillA
sciatlas-literature-review from zjunlp/sciatlas is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add zjunlp/sciatlas/sciatlas-literature-review@git:20260713.1fd563dPins git:20260713.1fd563d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- zjunlp/sciatlas
- Path
agent-skill/sciatlas-literature-review/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260713.1fd563d, committed Jul 13, 2026
- First version recorded
- May 22, 2026
- Size
- 6,643 bytes
- Repository stars
- 169
- License
- MIT
Use only the current SciAtlas literature-review workflow (`literature_review_pipeline`) to take a novice user from zero setup to a final evidence-grounded survey outline, paper map, or literature review, including setup, registration guidance, workflow configuration, SciAtlas backend retrieval, artifact reading, and synthesis. Trigger when the user asks for a literature review, related work section, paper map, survey outline, reading path, or topic overview grounded in the provided SciAtlas…
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
# SciAtlas Literature Review Use this skill to run the repository literature-review workflow. The workflow performs topic profiling, SciAtlas backend paper search, evidence organization, method clustering, time slicing, outline planning, evidence-pack construction, and optionally full section drafting/integration. ## Operating Contract - Run only `sciatlas literature-review` or `python run_sciatlas.py literature-review` for this skill. - Own the end-to-end novice flow: install or locate the CLI, guide registration, configure `.env` or shell variables, run the workflow, inspect artifacts, and synthesize the final review result. - Ask the user only for human-only values: missing topic/domain, email, verification code, SciAtlas token, LLM credentials that are not already configured, or one necessary scope clarification. - Do not ask the user to run shell commands when tool access is available. - Use `--workflow flash` by default for interactive work. - Use `--workflow full` when the user requests a comprehensive formal review or when flash artifacts are too thin. - Never disclose full API keys or tokens. - Read saved artifacts before answering. ## Zero-Start Bootstrap …
Read the whole file at its exact version.
How to install
mdr add zjunlp/sciatlas/sciatlas-literature-review@sha256:d7d79aca985366d8The line at the top of this page pins the label git:20260713.1fd563d, 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_lidq4aecjhhgzfr2)
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Versions
The registry has recorded 3 versions of this file, between May 22, 2026 and Jul 13, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260713.1fd563d latest | 2026-07-13 | 1fd563d | 6,643 B | A | view · diff |
| git:20260616.7b5dc46 | 2026-06-16 | 7b5dc46 | 4,680 B | A | view · diff |
| git:20260522.6c73902 | 2026-05-22 | 6c73902 | 4,672 B | A | 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 (6643 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
zjunlp/sciatlas · 169 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lidq4aecjhhgzfr2 GET https://markdownregistry.com/api/v1/resolve?ref=zjunlp/sciatlas/sciatlas-literature-review GET https://markdownregistry.com/api/v1/blob/d7d79aca985366d85fa1f2ba38e0a2ba285f4e703d3bfa46d55ef7f38b0587aa
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.