What this resource does
Core uses
About this resource
Vibe-Skills is a large general-purpose agent toolkit with a runtime, adapters, commands, agents, and hundreds of bundled Skills. It includes research, data, scientific, and document components, but academic work is only part of its scope.
This page groups representative academic components by task; review the repository for the complete inventory.
Selected research and evidence components
Includes bundled components for literature review, source lookup, biomedical databases, and scientific writing.
- Typical inputs
- Research question and source material; Selected bundled component
- Output
- Component-dependent research notes, evidence records, or draft text.
Best for: Users already operating Vibe who have identified one relevant research component.
Components for this task
Selected analysis and visualisation components
Contains components for statistical analysis, exploratory data analysis, and scientific visualisation.
- Typical inputs
- Dataset, variable definitions, and analysis objective; Selected bundled component
- Output
- A component-dependent analysis artifact or figure.
Best for: Applying one reviewed data component within the broader Vibe runtime.
Components for this task
scientific-visualization
Creates scientific visualisations from supplied data and requirements.
Use boundaries
Limits and checks
Mixed component provenance
Licences, quality, dependencies, and permissions vary.
Review each selected component and its provenance.
Runtime execution
Local files or external services may be used or changed.
Use version control and inspect runtime bindings and outputs.
Academic scope
Repository-wide academic claims can mislead users.
Index only directly supported component groups and require editorial review.
More boundaries
- Task boundary: The toolkit is not one coherent academic workflow and many components are unrelated to research.
- Input boundary: Selected components cannot use missing packages, services, credentials, or inaccessible research data.
- Decision boundary: Research conclusions and generated documents require independent evidence and method checks.
Technical details
- Resource type
- Toolkit
- Author or maintainer
- foryourhealth111-pixel
- Latest release
- Vibe Skills 3.2.0 (v3.2.0)
- Source last updated
- 10 Jul 2026
- Last verified
- 15 Jul 2026
- Documented applications
- Claude Code, Codex, Cursor, OpenClaw, Vibe/VCO
- Licence
- Apache-2.0
- Access
- Publicly available
- Additional costs
- Platform terms or usage limits may apply. API usage fees may apply for selected components. External services, software, compute, or data access may have separate costs.
- Skill instruction language
- English
- Documentation language
- English
- Repository languages
- Python, Markdown, JavaScript or TypeScript
- Dependencies
- Python; Vibe runtime and selected adapter; Component-specific packages and services
- Review status
- Not tested
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