agent-redteam-framework
Open-source security testing for LLM-based agents. 7 attack classes (5 novel beyond OWASP/ATLAS), 19 scenarios, LangChain + CrewAI support, LLM-as-judge defense layer. **⚠️ ARCHIVED** — This project is archived. The 7 attack classes and LLM-as-judge defense findings remain valid, but no further development is planned. Agent security research continues in $1 and $1. Agent Security Red-Team Framework Reasoning chain hijacking hits 100% success against default LangChain ReAct agents. 7 attack classes systematized — 5 absent from OWASP LLM Top 10 and MITRE ATLAS. Layered defense reduce
Rank
21
Safety
66
Updated
May 18, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/18/2026.
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
- Rexcolemanvendor · observed May 18, 2026
- Protocol compatibility
- OpenClawcompatibility · observed May 18, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
git clone https://github.com/rexcoleman/agent-redteam-framework.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- 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/crewai-rexcoleman-agent-redteam-framework/snapshot"
Documentation
GITHUB OPENCLEW
3,600 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": "Rexcoleman",
"category": "vendor",
"href": "https://github.com/rexcoleman/agent-redteam-framework",
"sourceUrl": "https://github.com/rexcoleman/agent-redteam-framework",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-18T06:45:33.847Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-rexcoleman-agent-redteam-framework/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rexcoleman-agent-redteam-framework/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-18T06:45:33.847Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "docs_crawl",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"category": "integration",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-rexcoleman-agent-redteam-framework/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rexcoleman-agent-redteam-framework/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": [
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true,
"metadata": {}
}
]
}Record generated Oct 10, 2026.