Observer Effect Probe

Provides tools to monitor OpenClaw health by reporting recent errors and estimating API usage costs over the last 24 hours.

Monitor and discover popular skills across platforms with daily reports, analytics, usage flowcharts, and multi-channel notifications.

Helps verify that AI agent skills maintain consistent behavioral invariants across repeated executions — detecting the class of threat where a skill behaves...

Intelligent skill creation assistant that detects workflow patterns, auto-drafts skills, improves existing ones, and learns your style over time. Runs passiv...

Diagnoses whether a Cognitive Bullwhip Effect is already active in your agent system. Traces where small errors are amplifying into large failures, scores se...

Helps detect incremental capability scope expansion across skill versions — the pattern where a skill gradually claims broader permissions through small, ind...