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Scientific Thinking General
by
Agents365.ai
· GitHub ↗
· v1.0.0
· MIT-0
161
Downloads
1
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0
Active Installs
1
Versions
Install in OpenClaw
/install scientific-thinking-general
Description
Use when interpreting research findings, evaluating scientific evidence, analyzing mechanisms, comparing competing hypotheses, designing experiments, or cons...
Usage Guidance
This skill appears coherent and safe for its stated purpose: structured scientific reasoning. Before installing, consider: (1) review SKILL.md and the included examples to ensure the prescribed style fits your needs; (2) installing via git clone will write repository files into your chosen skill directory—only install from sources you trust; (3) the README includes donation image links (static resources) but these are not used at runtime; (4) if you are concerned about autonomous invocation, note the skill allows implicit invocation by default (typical for skills) — you can disable or restrict it in your agent configuration. If you need stronger guarantees, inspect the SKILL.md and examples locally before enabling the skill in production workflows.
Capability Analysis
Type: OpenClaw Skill
Name: scientific-thinking-general
Version: 1.0.0
The skill bundle provides a structured framework for scientific reasoning and evidence evaluation. It consists entirely of Markdown instructions, configuration files, and examples (SKILL.md, checks.md, examples.md) designed to guide an AI agent's response style without any executable code, network requests, or unauthorized file system access.
Capability Tags
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md behavior match: the skill provides a reasoning framework and examples and does not declare or require unrelated tools, credentials, or system access.
Instruction Scope
SKILL.md directs the agent to follow a structured reasoning checklist, label provenance, consider alternatives, and reference local helper files (checks.md, examples.md). It does not instruct reading unrelated system files, contacting external endpoints, or exfiltrating data.
Install Mechanism
Registry contains no automatic install spec (the skill is instruction-only). The README shows manual git clone commands for several agent platforms (standard for skills). There are no downloads from obscure URLs or archive extraction instructions in the runtime SKILL.md. Cloning a repo writes files to disk if you choose to install—this is expected behavior.
Credentials
No required environment variables, credentials, or config paths are declared or used. The skill asks for none, which is proportionate for a reasoning/meta-skill.
Persistence & Privilege
The skill is not always-enabled, uses default agent-invocation behavior, and does not request modification of other skills or global agent configuration. No elevated persistence or unusual privileges are requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install scientific-thinking-general - After installation, invoke the skill by name or use
/scientific-thinking-general - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the scientific-thinking skill.
- Provides a detailed, structured framework for scientific reasoning and evidence evaluation.
- Defines explicit guidelines for framing problems, decomposing concepts, distinguishing evidence from interpretation, and ranking possible explanations.
- Includes a claim-strength calibration table to match conclusion language to evidence quality.
- Outlines a step-by-step output structure for clear and transparent reasoning.
- Emphasizes intellectual honesty, clarity, and boundary awareness in all outputs.
Metadata
Frequently Asked Questions
What is Scientific Thinking General?
Use when interpreting research findings, evaluating scientific evidence, analyzing mechanisms, comparing competing hypotheses, designing experiments, or cons... It is an AI Agent Skill for Claude Code / OpenClaw, with 161 downloads so far.
How do I install Scientific Thinking General?
Run "/install scientific-thinking-general" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Scientific Thinking General free?
Yes, Scientific Thinking General is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Scientific Thinking General support?
Scientific Thinking General is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Scientific Thinking General?
It is built and maintained by Agents365.ai (@agents365-ai); the current version is v1.0.0.
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