Use when writing or editing instructions for agents, including AGENTS.md, CLAUDE.md, SKILL.md, project rules, or reusable agent prompts.
Interact with KakaoTalk - send messages, read chats, manage conversations
Builds self-verifying experiment laboratories and measurement feedback loops for optimization, debugging, visual fidelity, quality, cost…
Automate Agent Mail tasks via Rube MCP (Composio).
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
AI UGC video production from the terminal using the `agent-media` CLI.
Default media tools every AgentFlow agent has out of the box — generate real AI text-to-video (generate_ai_video → ai_video_status) and AI…
Send meme reaction images in chat. One command to pick & send. Multi-platform (Discord, Feishu, Telegram, etc). Use when the conversation…
Use when deciding when and how to commit items to a project memory system.
A simple Polish agent memory system – identity (CLAUDE.md), on-demand map (MEMORY.md), client notes and learning loop (uwagai.md)…
End-to-end Agent Observability pipeline for an instrumented ml_app — classify production traces, root-cause failures, bootstrap…
Root cause analysis on production LLM traces.
Read-only observation of an agent's parent, siblings, and direct children.
Coordinates multi-agent workflows across 251 specialized domain roles with centralized task dispatching and independent quality review…
Meta-skill that orchestrates all agents of the ecosystem.
Verify AI agent patterns including loop safety, retry limits, tool consistency, context size, and graph cycle analysis.
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Design and deploy AI agent identities, multi-agent teams, and role-specific profiles for Hermes Agent.
Port Claude Code plugins to Codex or Agy packages.
Transforms vague problems into structured, agent-solvable problem briefs and evaluates their automation feasibility.
MUST USE when user wants to research/search/look up/find anything on the internet — e.g. "research this topic", "do a deep dive on X"…