jonathanjing

Evaluate a specifically provided RAG question, answer, and retrieved contexts with Ragas metrics. Use when the user explicitly requests RAG evaluation or hallucination analysis and has chosen a local or cloud judge; do not persist raw content unless requested.

Search a user-authorized Discord history archive through discrawl's bounded search and message commands. Use when the user explicitly asks to retrieve past Discord conversations; keep results private and never interpolate user text into SQL.

Verify OpenClaw after upgrades against an operator-maintained model, cron, and channel ground truth. Use for report-only config integrity, provider liveness, cron integrity, session smoke tests, and channel checks; require explicit approval before applying repairs.

Monitor the OpenClaw Gateway plus configured Spark, Local API Hub, and Dashboard loopback health endpoints with a read-only watchdog state machine, local state files, cooldown dedupe, and optional Discord alerts on macOS. Use for explicitly configured foreground checks, cron execution, LaunchAgent installation, recovery notification, and low-noise incident reporting; it does not rewrite OpenClaw config or restart services.

Route user-selected photos from Meta Ray-Ban glasses or another camera through a configured messaging ingress to an approved specialist and destination. Use only for explicit, opt-in photo routing with allowlisted destinations and confirmation before cross-session forwarding or persistent writes.