Diff-aware structured QA: scope from git changes, run unit tests, visual test UI changes, fix bugs with atomic commits, halt when fixes get risky. TRIGGER: "run QA", "test my changes", "QA this", "check for regressions". NOT FOR: code-review use cases.
Manage SwarmAI ToDos — add, list, edit, complete, and delete items that appear in the left-nav ToDo card/overlay. Each todo is a self-contained work packet: when dragged into a chat tab, the agent has all context to start executing immediately. Also proactively creates todos from detected action items and blockers.…
Generate AI-Ready artifacts for any codebase — transforms repos into DDD-structured context (AGENTS.md + PRODUCT/TECH/IMPROVEMENT/PROJECT.md + code-intel.json) that makes AI agents truly understand the project. Works on any language, any framework. TRIGGER: "make AI-ready", "ai-ready repo", "generate DDD for repo"…
Extract key points from the current conversation into today's DailyActivity log. TRIGGER: "save activity", "save daily activity", "log today's activity". NOT FOR: persist, save-context use cases.
Create a structured handoff document for the next agent session. TRIGGER: "save context", "handoff", "wrap up", "switching agents". NOT FOR: persist, save-activity use cases.
Create, evaluate, and improve Agent skills to production quality. TRIGGER: "create a skill", "build a skill", "review skill", "score skill". NOT FOR: skillify-session use cases.
Generate improvement reports for skills or CLI packages based on session learnings. TRIGGER: "skill-feedback", "capture improvements", "session learnings". NOT FOR: skill-builder, skillify-session use cases.
Convert the current conversation into a reusable skill. TRIGGER: "skillify", "turn this into a skill", "make this repeatable", "save this workflow". NOT FOR: skill-builder, skill-feedback use cases.
Send, read, search, and manage Slack messages, channels, and reactions via Slack MCP server or API. TRIGGER: "slack", "send slack message", "check slack", "slack channel", "slack DM", "post to slack". DO NOT USE: for email (use Outlook Assistant), Discord, or Teams messages.
Control Sonos speakers via the sonos CLI: playback, volume, grouping, queue, search & play music, favorites, scenes. TRIGGER: "sonos", "play music", "play song", "what's playing". NOT FOR: for Apple Music (not supported), non-Sonos Bluetooth speakers, or music production/editing.