A runtime middleware that intercepts OpenClaw agent responses before they reach user-facing channels and strips internal thinking blocks, leaked credentials, system prompts, and PII
OpenClaw has a systemic bug where agent internal thinking leaks to users across Discord, Telegram, and webchat (6+ GitHub issues spanning months including P1-rated #64267 with security label). The built-in output-sanitizer skill is opt-in and not automatically applied. Meanwhile 48.7% of ClawHub skills were flagged by NVIDIA SkillSpector scans and ClawMetry (90K installs, 188 PH upvotes) shows demand for agent monitoring. The gap is a drop-in proxy layer that sits in the message pipeline, catches thinking block leaks and credential exposure in real-time, and alerts operators before sensitive content reaches end users.
Demand Breakdown
Social Proof 4 sources
Gap Assessment
3 tools exist (Lakera Guard, OpenClaw built-in output-sanitizer skill, ClawMetry) but gaps remain: Generic LLM proxy, not OpenClaw-native. Cannot hook into OpenClaw's plugin system or detect OpenClaw-specific thinking block formats. Requires separate infrastructure deployment.; Opt-in only, not automatic. No thinking block detection. No real-time alerting. No dashboard. No per-channel configuration. Must be manually enabled per agent..
Features3 agent-ready prompts
Competitive LandscapeFREE
| Product | Does | Missing |
|---|---|---|
| Lakera Guard | AI security proxy evaluating incoming prompts and outgoing responses. Prompt injection defense and PII redaction. | Generic LLM proxy, not OpenClaw-native. Cannot hook into OpenClaw's plugin system or detect OpenClaw-specific thinking block formats. Requires separate infrastructure deployment. |
| OpenClaw built-in output-sanitizer skill | Guidance-level output sanitization for redacting sensitive info in agent responses. | Opt-in only, not automatic. No thinking block detection. No real-time alerting. No dashboard. No per-channel configuration. Must be manually enabled per agent. |
| ClawMetry | Open-source observability dashboard. Monitors token costs, sub-agent activity, memory changes. 90K installs. | Observe-only. Does not intercept or filter output. Cannot strip thinking blocks or redact credentials. No alerting on security-sensitive content. |
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