← Back to Skills Marketplace
Scientific Thinking — Biology & Life Science
by
Agents365.ai
· GitHub ↗
· v1.0.0
· MIT-0
294
Downloads
1
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install scientific-thinking-biology
Description
Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biologi...
Usage Guidance
This skill is an instruction-only meta-skill for careful biological reasoning and appears internally coherent and low-risk: it doesn't request secrets, binaries, or installer downloads. Before installing, confirm you trust the GitHub author (homepage is provided) and remember: the skill guides how the agent reasons but does not replace domain-expert review — validate any experimental recommendations independently before acting in a lab or clinical context.
Capability Analysis
Type: OpenClaw Skill
Name: scientific-thinking-biology
Version: 1.0.0
The skill bundle provides a structured reasoning framework for biological and life science research. It consists entirely of Markdown instructions and documentation (SKILL.md, checks.md, examples.md) designed to improve an AI agent's ability to interpret experimental data, evaluate model organisms, and calibrate scientific claims. There is no executable code, no evidence of malicious prompt injection, and no mechanisms for data exfiltration or unauthorized system access.
Capability Tags
Capability Assessment
Purpose & Capability
The skill's name and description (structured scientific reasoning for biology) match the SKILL.md content and supplementary files. It is an instruction/meta-skill (no binaries, no credentials) so the requested footprint is minimal and appropriate for its purpose.
Instruction Scope
SKILL.md defines a constrained reasoning framework (checks, evidence hierarchy, examples) and does not instruct the agent to read system files, environment variables, or contact unexpected external endpoints. The instructions are narrowly scoped to how to reason about biological evidence.
Install Mechanism
There is no install spec that downloads or extracts code; the README suggests typical git-based install locations for platforms, which is normal for a skill composed of markdown files. Nothing in the repository would write or execute arbitrary binaries during install.
Credentials
The skill declares no required environment variables, credentials, or config paths. That aligns with an instruction-only reasoning skill and is proportionate to its functionality.
Persistence & Privilege
Flags show default behavior (not always:true) and the skill is user-invocable; it does not request elevated persistence or to modify other skills or system-wide agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scientific-thinking-biology - After installation, invoke the skill by name or use
/scientific-thinking-biology - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the "Scientific Thinking — Biology & Life Science" meta-skill:
- Provides a detailed framework for interpreting and critiquing biological research and experimental evidence.
- Includes guidelines for distinguishing correlation from causation, marker from driver, and evaluating genotype–phenotype relationships.
- Outlines a stepwise reasoning approach: frame the problem, check pitfalls, weigh evidence, and separate claim from evidence source.
- Helps assess model systems, experiment relevance, technical confounders, and robustness.
- Encourages consideration of alternative explanations and calibrating claim strength to evidence.
- Targets broad life science domains, including genetics, genomics, cell biology, immunology, neuroscience, ecology, and evolutionary biology.
Metadata
Frequently Asked Questions
What is Scientific Thinking — Biology & Life Science?
Use when interpreting biological research findings, evaluating life science evidence, analyzing molecular or cellular mechanisms, comparing competing biologi... It is an AI Agent Skill for Claude Code / OpenClaw, with 294 downloads so far.
How do I install Scientific Thinking — Biology & Life Science?
Run "/install scientific-thinking-biology" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scientific Thinking — Biology & Life Science free?
Yes, Scientific Thinking — Biology & Life Science is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scientific Thinking — Biology & Life Science support?
Scientific Thinking — Biology & Life Science is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Scientific Thinking — Biology & Life Science?
It is built and maintained by Agents365.ai (@agents365-ai); the current version is v1.0.0.
More Skills