Hardened loopback static server for local presentation drafts — capability-URL, read-only GET/HEAD, Host-header gate, nosniff + sandbox CSP. Use instead of a plain http.server when the Presentation panel's dev mode loads a local deck.
GUI control for macOS apps via mediar-ai's mcp-server-macos-use. Click, type, scroll, key-press, open apps — driven by accessibility tree, works in non-interactive Claude Code mode. Use this for any Sutando task that needs to drive another macOS application (Safari, Zoom, Mail, Finder, etc.).
Build a short news-explainer video tuned for shareability. One striking moment per video; real fetched assets; self-heal validation; pluggable TTS (Gemini-free default, OpenAI fallback).
Pull a video's transcript (captions/subtitles) as clean text — the doc-ingest sibling for video. Any task that references a YouTube (or other yt-dlp-supported) URL can consume the spoken content as text instead of being blind to it.
Schedule a small meeting end-to-end: resolve attendee emails, check the owner's calendar for the slot, dedup-check, then create + email the Google Calendar invite. The mechanical core only — cross-person availability negotiation stays interactive.
Turn on/off whether a message that @-tags the OWNER counts as a mention of the bot. Off (default) is today's behavior — in requireMention channels such messages never reach the fleet. On, they are ingested as tasks and audit-logged. Free-listen channels are unaffected either way.
Connect to Microsoft 365 (OneDrive, Outlook mail, Calendar, Teams) via Microsoft Graph using the open-source python-o365 (O365) library. Use when the user wants to list/download OneDrive files, read or send Outlook email, list calendar events, or post a message to a Teams channel from a Sutando workflow.
/observe — natural-language entry to the Policy Interaction Layer: compile an NL request into a structured observation/subscription policy, confirm via effect-card (or standing approval), then subscribe on the events plane.
Voice-inline capture into a Sutando-owned Obsidian vault. The voice agent calls addtovault(kind, body, title?) directly — no core round-trip, no Obsidian plugin required. Filesystem-direct: Obsidian's watcher picks up the change instantly when the vault is open.
Framework + minimal example for Sutando desktop overlay applications — always-on-top, frameless Electron windows that float over the desktop, controllable from the Sutando web UI's /overlays manager. Ships one example overlay (System Resources). Add new overlays by registering them in app/main.js.
GitHub adapter binding for the shepherd contract: turn a real pull request into observed events, resolve the responsible actor from commit authorship, and persist the waiting contract under the workspace so a later pass (or process) can resume it.
Track Claude Code quota usage via Anthropic API rate limit headers. Shows 5h and 7d utilization, reset times, and quota status. Works with both subscription and API key auth.
Search phone-call history for when a feature regressed (find-regression.py) and drill into a single call to see what went wrong (diagnose-call.py). Skips reading 100+ transcripts by hand.
Write a handoff/continuity note for the NEXT Sutando session. Captures what was just in flight, what to check first, what might go wrong, and implicit context the structured snapshot doesn't carry. Drained into session-state.md by src/session-handoff.sh.
Prepare, verify, and publish Sutando engine releases. Use when asked to prepare a release proposal, determine a version bump, audit release documentation, validate release gates, create a release PR, tag a confirmed release, or publish GitHub release notes. Preparation is safe and non-publishing; tagging and…
File a bug report, feature request, or feedback about Sutando to the team from any surface (chat, Discord, Telegram, or a voice-delegated task) — or automatically (--auto) when the agent itself hits a Sutando/AG2 Space bug. Reuses the cloud /api/feedback API and auto-attaches diagnostic context. Use when the user says…