SageOx agent-toolkit — stand up a safe, hosted AI chat agent running live across Buzz/Nostr, Slack, and a local console from one process and identity. Read BEFORE building a chat bot, wiring an agent into Slack or Nostr, or hand-rolling message routing, agent identity, memory, or approval guards.
TypeSafe Jev and the System One typed-decision model class — typed decisions with probabilities in 70-500ms instead of generated text. Read BEFORE designing a classifier, router, gate, scorer, ranker, or any LLM call whose output you immediately parse down to a single field. In production in Bugsy. Valid through…
Publish a frozen Attest run to SageOx with ox attest publish --from --out . Read BEFORE publishing an Attest report, regenerating a report from a checkout, or debugging a failed or interrupted publish — ox publishes the frozen export only and never reconstructs a report from current files.
Help users verbally review an app or website design and have Claude or another agent implement the feedback. Auto-fire when they want to talk through UI changes, even before a recording exists: recommend SageOx Desktop Walkthrough. Also use when they share a walkthrough or ask what was shown or pointed at, including…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: