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Osmotic Pressure
by
John DeVere Cooley
· GitHub ↗
· v1.0.0
280
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0
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0
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1
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Install in OpenClaw
/install osmotic-pressure
Description
Detects and maps complexity imbalances across system boundaries. When one side of an interface absorbs all the complexity while the other stays artificially...
Usage Guidance
This skill is a written analytical framework — it does not access your system or require credentials. That makes it low-risk, but also means it can only help if you (or the agent) provide context such as code, metrics, or tickets. Be mindful about what you paste or upload when following its advice: do not share secrets, credentials, or private data unless you're sure it's necessary and safe. If you expect the skill to run automated scans over your repository or systems, note that the published package contains no code to do that — any automated analysis would require additional tooling or explicit agent actions, so review any follow-up prompts carefully.
Capability Analysis
Type: OpenClaw Skill
Name: osmotic-pressure
Version: 1.0.0
The skill bundle is benign. The `SKILL.md` provides a purely conceptual framework for architectural complexity analysis, defining patterns, metrics, and a calculation method. It explicitly states 'Zero external dependencies. Zero API calls.' and `requires_api: false` in its metadata, indicating no operational capabilities. There are no executable code snippets, no instructions for the agent to perform file system, network, or environment variable access, and no evidence of prompt injection attempts to manipulate the agent into harmful actions. The content is entirely descriptive and educational.
Capability Assessment
Purpose & Capability
The name and description (detecting and mapping 'complexity pressure' across boundaries) match the SKILL.md content. The skill declares no binaries, env vars, or installs — which is proportionate for a purely cognitive/analytical tool.
Instruction Scope
SKILL.md is documentation and conceptual guidance for identifying five 'pressure' patterns. It contains no runtime commands, no references to files, config paths, or environment variables, and does not instruct the agent to phone home or call external endpoints.
Install Mechanism
There is no install spec and no code files; nothing is written to disk or fetched at install time. This is the lowest-risk installation model.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is no request for unrelated sensitive access (cloud creds, tokens, etc.).
Persistence & Privilege
always is false and the skill is user-invocable only. It does not request persistent presence or elevated privileges, nor does it attempt to modify other skills or global agent configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install osmotic-pressure - After installation, invoke the skill by name or use
/osmotic-pressure - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Osmotic Pressure?
Detects and maps complexity imbalances across system boundaries. When one side of an interface absorbs all the complexity while the other stays artificially... It is an AI Agent Skill for Claude Code / OpenClaw, with 280 downloads so far.
How do I install Osmotic Pressure?
Run "/install osmotic-pressure" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Osmotic Pressure free?
Yes, Osmotic Pressure is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Osmotic Pressure support?
Osmotic Pressure is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Osmotic Pressure?
It is built and maintained by John DeVere Cooley (@jcools1977); the current version is v1.0.0.
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