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Install in OpenClaw
/install swarm-safety
Description
SWARM: System-Wide Assessment of Risk in Multi-agent systems. 38 agent types, 29 governance levers, 55 scenarios. Study emergent risks, phase transitions, an...
Usage Guidance
This skill appears coherent with its stated purpose, but standard caution is advised: (1) confirm the PyPI package name and the GitHub repo (https://github.com/swarm-ai-safety/swarm) match what you expect before installing; (2) install in a virtual environment or sandbox; (3) do not bind the API to 0.0.0.0 or expose it to untrusted networks; (4) do not include real API keys, passwords, or PII in scenario YAMLs; (5) if you need higher assurance, review the package source on GitHub or the PyPI release contents and checksums before installing.
Capability Analysis
Type: OpenClaw Skill
Name: swarm-safety
Version: 1.7.1
The OpenClaw AgentSkills skill bundle for 'swarm-safety' appears benign. It describes a research framework for AI safety, explicitly outlining security measures such as API binding to localhost only and restricting CORS. The documentation includes 'Hard Rules' and 'Security Notes' that guide the AI agent towards secure behavior, such as not submitting real API keys or PII, and warning against exposing the development API to untrusted networks. Installation and usage instructions are standard for a Python package and CLI tool, with no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts designed to subvert the agent's security or privacy.
Capability Assessment
Purpose & Capability
Name/description (multi-agent safety research) align with the instructions (pip-installable Python package, simulation API, CLI). The skill does not request unrelated resources (no cloud creds, no unusual binaries).
Instruction Scope
SKILL.md focuses on running local simulations, CLI usage, and a localhost-only API. It explicitly warns not to expose the dev API, not to include real credentials/PII in scenarios, and treats results as research artifacts. The instructions do not direct the agent to read unrelated system files or exfiltrate data.
Install Mechanism
No install spec in registry (instruction-only). SKILL.md recommends standard pip installs or cloning the GitHub repo — common, well-understood install methods with no opaque download URLs.
Credentials
The skill declares no required environment variables, credentials, or config paths. The SKILL.md does show that agent registration returns an api_key for local API use — appropriate and proportional to the stated API functionality.
Persistence & Privilege
always is false and the skill is user-invocable. The SKILL.md says storage is in-memory by default and warns about production deployment changes; it does not request permanent agent-level privileges or modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install swarm-safety - After installation, invoke the skill by name or use
/swarm-safety - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.7.1
Trigger sync to openclaw/skills GitHub repo
v1.7.0
**Expanded research capabilities and scenario coverage in multi-agent AI safety simulation.**
- Increased to 38 agent types, 29 governance levers, and 55 scenarios in v1.7.0.
- Enhanced documentation with installation, usage (Python, CLI, API), and security guidelines.
- Detailed explanation of key metrics and core mechanisms for studying emergent risks.
- Added clear when-to-use guidance and hard operational rules for research context.
- Outlined all supported agent families and governance mechanisms.
Metadata
Frequently Asked Questions
What is SWARM Safety?
SWARM: System-Wide Assessment of Risk in Multi-agent systems. 38 agent types, 29 governance levers, 55 scenarios. Study emergent risks, phase transitions, an... It is an AI Agent Skill for Claude Code / OpenClaw, with 454 downloads so far.
How do I install SWARM Safety?
Run "/install swarm-safety" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SWARM Safety free?
Yes, SWARM Safety is completely free (open-source). You can download, install and use it at no cost.
Which platforms does SWARM Safety support?
SWARM Safety is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SWARM Safety?
It is built and maintained by rsavitt (@rsavitt); the current version is v1.7.1.
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