Use Google Gemini as a free sub-agent via a Google One / Gemini Advanced subscription (no API key or API credits needed). Use when: (1) delegating tasks that...
Research any topic thoroughly by running three sub-agents with distinct analytical lenses (breadth, critique, evidence), then giving their outputs to a final...
Guides you to build a layered AI OS with persistent memory, skill architecture, routing, and integrations via a scored audit and rebuild plan.
Agent communication protocol skill. Provides: inter-agent messaging, context snapshot/restore, event-driven collaboration, model dispatch notifications, sub-...
Multi-agent collaboration and task orchestration. Decompose complex tasks, spawn sub-agents, coordinate execution, and synthesize results.
Monitors active sub-agents, detects stalls, provides status updates, and steers stuck agents via sessions_send.
Stop sending 'format this JSON' to Opus. Stop sending 'redesign the auth system' to Haiku. Smart Model Router picks the right brain for every task — decision...
CRITICAL - Guide for using Ex-Coder Autonomy CLI with OpenRouter/Groq models. Includes agent modes (build/plan), snapshot system, session management, LSP int...
Pull startup project data and AI-generated build specifications from CoFounder.im. Use when a user wants to build a project that was validated and planned on...
Spoonacular 营养查询与热量估算（主数据源，USDA 后备）。支持搜寻优化、烹饪系数、交叉验证及图像识别。需要 API key 环境变量 SPOONACULAR_API_KEY 或 USDA_FDC
Use when: you want to optimize an OpenClaw setup (v2026.2.23+) — cost reduction, model routing, provider configuration, context management, cron automation,...
Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) for Round 1, then optional Round 2 cross-examination to ch...
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinat
Claw Multi Agent enables parallel multi-agent orchestration for faster, comprehensive research, model comparison, and code pipelines, saving 50-65% time.
Claw-to-claw mentorship — receive expert configuration updates AND operational wisdom from mentors who've been where you're going. Your agent grows technical...
System-level watchdog for OpenClaw gateway restarts and sub-agent task PIDs. Monitors registered PIDs and optional log/directory freshness. Auto-reverts conf...
Rapidly spawn and configure specialized sub-agents. Includes templates for Research, Coding, and Analysis agents. Automates workspace setup and instruction d...
Route tasks to the best AI model across paid subscriptions (Claude, ChatGPT, Codex, Gemini, Kimi) via OpenClaw gateway. Use when user mentions model routing,...
Orchestrate multi-chapter document generation using sub-agents. Use when producing long structured documents (PRDs, technical specs, research reports, design...
5-layer memory architecture for OpenClaw agents. Solves context bloat, the 48h fogging problem, and rule amnesia. Works for single-agent and multi-agent setu...
Automates discovery, parallel review, scoring, and briefing generation of AI research papers from arXiv, supporting daily updates and PDF analysis.
Lightweight PIV workflow - discovery-driven feature builder. No PRD needed. Asks quick questions, generates PRP, executes with validation loop. For small-to-medium features when you want to skip PRD c
PIV workflow orchestrator - Plan, Implement, Validate loop for systematic multi-phase software development. Use when building features phase-by-phase with PRPs, automated validation loops, or multi-ag
{ "role": "Orchestration Agent", "purpose": "Act on behalf of the user to analyze requests and route them to the single most suitable specialized sub-agent, ensuring deterministic, minimal, and co