sciatlas-idea-generate SKILL.md skillA
sciatlas-idea-generate 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-idea-generate@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-idea-generate/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260713.1fd563d, committed Jul 13, 2026
- First version recorded
- May 22, 2026
- Size
- 6,761 bytes
- Repository stars
- 169
- License
- MIT
Use only the current SciAtlas multi-step idea-generation workflow (`sciatlas_idea_gen`) to take a novice user from zero setup to final literature-grounded research idea seeds, including setup, registration guidance, workflow configuration, KG retrieval, artifact reading, novelty checking, and synthesis. Trigger when the user wants new research directions, hypotheses, cross-topic combinations, project ideas, or brainstorming grounded in SciAtlas KG retrieval.
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 Idea Generate Use this skill to generate research ideas from SciAtlas KG evidence. Run only the repository workflow `python -m sciatlas_idea_gen.main`, which retrieves anchor papers, builds a research graph, searches same-field and cross-domain inspirations, generates ideas, and runs novelty checks. ## Operating Contract - Own the end-to-end novice flow: install or locate the workflow, guide registration, configure `.env` or shell variables, run retrieval/generation, inspect artifacts, and synthesize final idea seeds. - Ask the user only for human-only values: missing topic/domain, email, verification code, SciAtlas token, LLM key/base/model, S2 key, local KG credentials when explicitly using local KG, or one necessary scope clarification. - Do not ask the user to run shell commands when tool access is available. - Never disclose the full API token. - Use `sciatlas_idea_gen` as the only idea-generation workflow. - If `sciatlas_idea_gen` is unavailable or required LLM/KG setup is missing, report the blocker and fix setup if possible; do not substitute another route. - Save and inspect artifacts before writing the final answer. ## KG Linkage …
Read the whole file at its exact version.
How to install
mdr add zjunlp/sciatlas/sciatlas-idea-generate@sha256:b7cfc618fd96acc6The 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_25zwsjgcjbjswmxw)
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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 | 6,761 B | A | view · diff |
| git:20260616.7b5dc46 | 2026-06-16 | 7b5dc46 | 3,925 B | A | view · diff |
| git:20260522.6c73902 | 2026-05-22 | 6c73902 | 3,917 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 (6761 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_25zwsjgcjbjswmxw GET https://markdownregistry.com/api/v1/resolve?ref=zjunlp/sciatlas/sciatlas-idea-generate GET https://markdownregistry.com/api/v1/blob/b7cfc618fd96acc6654cb0e09813d5eb04b624d21e0c69e55ff1f857dbc0e38f
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.