What this resource does
Core uses
About this resource
LabClaw is a modular collection of 240 OpenClaw-compatible Skills covering biology, lab automation, drug discovery, medicine, data science, literature research, and scientific visualisation.
This page groups representative academic components by task; review the repository for the complete inventory.
Literature search and review
Includes Skills for academic and biomedical search, citation management, literature review, patents, grants, and scientific writing.
- Typical inputs
- Research topic or question; Source criteria, date limits, and available database access
- Output
- Component-dependent search results, evidence notes, citations, or review text.
Best for: Finding and organising literature before a biomedical research task.
Skills for this task
Biomedical and laboratory analysis
Provides separate Skills for bioinformatics, single-cell analysis, laboratory automation, drug discovery, and clinical research tools.
- Typical inputs
- Selected domain Skill; Compatible data, protocol, software, or instrument access
- Output
- A component-dependent analysis, protocol, database result, or tool-specific artifact.
Best for: Using one named biomedical tool or workflow with suitable domain expertise.
Skills for this task
Statistics and scientific figures
Contains Skills for statistical analysis, machine learning, and publication-oriented plotting.
- Typical inputs
- Dataset, variable definitions, analysis question, and figure requirements
- Output
- A component-dependent analysis result, code artifact, or scientific figure.
Best for: Analysing and presenting checked research data.
Skills for this task
Use boundaries
Limits and checks
Component variation
Installation and risk cannot be assessed once for the whole collection.
Read the selected SKILL.md and its linked tool documentation before use.
Sensitive biomedical data
Configured agents or external services may receive sensitive material.
Use approved environments and follow institutional data-governance rules.
Method validity
Technically completed output may still be scientifically inappropriate.
Review assumptions, controls, methods, and interpretation with a domain specialist.
More boundaries
- Do not assume every LabClaw Skill supports every biomedical domain, file type, instrument, or database.
- A Skill cannot run a tool or access a dataset when the required package, account, API, hardware, or data is unavailable.
- Clinical, laboratory, statistical, and scientific conclusions still require qualified human review.
Technical details
- Resource type
- Skill Collection
- Author or maintainer
- wu-yc
- Source last updated
- 19 Mar 2026
- Last verified
- 15 Jul 2026
- Documented applications
- OpenClaw
- Licence
- See source
- 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
- Markdown
- Dependencies
- OpenClaw; Component-specific research packages, APIs, accounts, instruments, or datasets
- Review status
- Not tested
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