Designs and outputs n8n workflow JSON with robust triggers, idempotency, error handling, logging, retries, and human-in-the-loop review queues. Use when you...
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
Lightweight helper to enforce TDD-style loops for non-deterministic agents.
Continuous LangFuse-driven optimization loop for OpenClaw/OpenRouter model routing and prompt usage controls with persistent local memory. Use when Codex nee...
Adversarial self-improvement for AI agents. Reduces hallucinations through Agent vs Anti-Agent debate loops.
Publish OpenClaw skills to ClawHub using the web dashboard only (no CLI login). Use when an agent must reliably upload a local skill folder, avoid auth-loop...
Drive systematic growth with acquisition loops, experimentation frameworks, retention systems, and product-led strategies.
Human-in-the-loop CAPTCHA solving with two modes: screenshot (default, zero infrastructure) and token relay (requires network access). Screenshot mode captur...
Daily low-token, safety-first upskilling loop for OpenClaw multi-agent teams. Runs configurable micro-drills, scores quality, and produces a compact daily di...
Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...
Cancel an active interactive dispatch run by run-id from slash command cancel. Use when user wants to stop a dispatchi or ralph-loop task immediately.
API gateway for personal data with human-in-the-loop write approval. Connects agents to GitHub, Bluesky, Google Calendar, Home Assistant, and more — all thro...
Design and execute growth strategies with acquisition loops, activation, and retention systems.
Build consumer apps with validated demand, sustainable unit economics, and growth loops that compound.
Agent AI Autonom Proactiv v5.0 pentru OpenClaw. Workflow automat cu cercetare, analiză, planificare și execuție. Feedback loop cu timeout 6 minute, conexiuni între task-uri și învățare continu
Intelligent upgrade management for OpenClaw skills, extensions, and core. HITL (Human-in-the-Loop) mode: scan installed assets, read changelogs, analyze risk...
Prevents LLMs from sunk-cost pushing broken solutions. Triggers when an agent is stuck, looping, or failing repeatedly. Forces a Popperian falsification mome...
Designs and outputs n8n workflow JSON with robust triggers, idempotency, error handling, logging, retries, and human-in-the-loop review queues. Use when you need an auditable automation that won’t s
Design, execute, and measure growth systems — from North Star definition through viral loops, experimentation, and scaling. Complete AARRR+ framework with te...
Launch automated multi-skill pipeline that chains skills into a loop. Use when user says "run pipeline", "automate research to PRD", "full pipeline", "resear...
Run a structured paper-trading loop with SQLite-backed event logging, position tracking, and PnL review. Use when opening/closing simulated trades, journalin...
Deterministic, evidence-gated controller templates for OpenClaw enabling repeatable orchestration loops with heartbeat, cron poll, and sprint planning.
Core runtime/volatile memory module for BenOS agent environment. Use to: store and retrieve active session state, open loops, decisions, and scratch notes at...