Tinman - AI Failure Mode Research

Tinman is a forward-deployed research agent that discovers unknown failure modes in AI systems through systematic experimentation.

What It Does

• Checks tool calls before execution for security risks (agent self-protection)
• Scans recent sessions for prompt injection, tool misuse, context bleed
• Classifies failures by severity (S0-S4) and type
• Proposes mitigations mapped to OpenClaw controls (SOUL.md, sandbox policy, tool allow/deny)
• Reports findings in actionable format

Commands

/tinman init

Initialize Tinman workspace with default configuration.