Patterns for building AI agents that integrate with CopilotKit. Use when designing agent architecture, implementing AG-UI event streaming, managing shared state between agent and UI, adding human-in-the-loop checkpoints, or emitting generative UI from agents. Triggers on agent implementation tasks involving CopilotKit runtime, BuiltInAgent, or AG-UI protocol.
Manage forks with open PRs - sync upstream, rebase branches, track PR status, and maintain production branches with pending contributions. Supports automatic conflict resolution via --auto-resolve flag (spawns AI subagents to resolve rebase conflicts). Use when syncing forks, rebasing PR branches, building production branches that combine all open PRs, reviewing closed/rejected PRs, or managing local patches kept outside upstream. Requires Git and GitHub CLI (gh).
--- name: agente-conhecimento description: use ela para essas tarefas ---
Model any API with Swamp, test it, and enrich *Claw with new capabilities — full lifecycle from idea to working integration
Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces strict layered architecture (views/serializers/services/selectors/models), mandatory typing and Google-style docstrings, Ruff linting, pytest testing with 80%+ coverage, pydantic-settings configuration, ASGI-first deployment with Gunicorn+Uvicorn, multi-stage Docker builds with distroless runtime, and comprehensive security baselines. All code must be complete with zero placeholders.
Aviation weather briefing and FAA reference assistant for pilots. Fetches real-time METAR, TAF, and PIREPs from aviationweather.gov (no API key required). Provides FAR Part 61/91 quick reference, VFR/IFR weather minimums, and go/no-go decision support. Use when user asks about METAR, TAF, PIREP, aviation weather, can I fly today, VFR/IFR conditions, flight weather briefing, FAR regulations for pilots, PPL/IFR training weather, or queries with ICAO airport codes.
The `EmailAgent` class provides an AI-powered email composition and sending capability using LangChain with OpenAI's GPT model. It includes human-in-the-loop middleware that requires approval before emails are sent.
Approve a pending DM pairing request without the openclaw CLI, by directly editing credential files. Use when `openclaw pairing approve` is unavailable (CLI not in PATH, elevated access not configured, sandbox environment). Supports telegram, whatsapp, signal, imessage, discord, slack, feishu.
Comprehensive guide for building AI workflows, agents, and workforce systems with AgenticFlow. Use when designing workflows with various node types, configuring single agents, or orchestrating workforce collaboration patterns.