swarm
SWARM: System-Wide Assessment of Risk in Multi-agent environments SWARM: System-Wide Assessment of Risk in Multi-agent environments
Rank
51
Safety
89
Stars
11
Updated
Apr 15, 2026
Source
GITHUB REPOS
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 11 GitHub stars reported by the source. Last updated 4/15/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Swarm Aivendor · observed Apr 15, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Apr 15, 2026
- Adoption signal
- 11 GitHub starsadoption · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: medium.
- Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/swarm-ai-safety-swarm/snapshot"
Documentation
GITHUB REPOS
65 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Swarm Ai",
"category": "vendor",
"href": "https://www.swarm-ai.org/",
"sourceUrl": "https://www.swarm-ai.org/",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/swarm-ai-safety-swarm/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/swarm-ai-safety-swarm/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "traction",
"label": "Adoption signal",
"value": "11 GitHub stars",
"category": "adoption",
"href": "https://github.com/swarm-ai-safety/swarm",
"sourceUrl": "https://github.com/swarm-ai-safety/swarm",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/swarm-ai-safety-swarm/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/swarm-ai-safety-swarm/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 9, 2026.