agent-loopStructured Read→Plan→Execute→Verify→Report protocol for any task with side effects. Prevents false "done" reports, blind retries, and scope creep. Activate f...
Install via ClawdBot CLI:
clawdbot install cycy2xxx/agent-loopGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
Automate deployment of web applications by reading configuration files, planning steps like dependency installation and service restarts, executing commands, verifying success through logs and health checks, and reporting outcomes. This ensures reliable deployments without silent failures.
Manage ETL pipelines by reading data schemas, planning updates to scripts or databases, executing changes with error handling, verifying data integrity through queries, and reporting results. This prevents data corruption and ensures pipeline reliability.
Configure servers or cloud resources by reading existing setups, planning modifications like security patches or scaling actions, executing via shell commands, verifying through status checks, and reporting with evidence. This reduces misconfigurations and downtime.
Update CMS plugins or themes by reading current versions and dependencies, planning steps for backup and installation, executing updates, verifying functionality through tests, and reporting any issues. This minimizes site disruptions and ensures compatibility.
Automate lab experiments by reading protocol files, planning sequential steps like equipment calibration and data collection, executing commands, verifying results against expected outputs, and reporting findings. This enhances reproducibility and accuracy in research.
Offer Agent Loop as a cloud-based service with tiered plans for small teams to enterprises, providing automated task management, analytics, and integration support. Revenue comes from monthly or annual subscriptions based on usage and features.
Sell perpetual licenses to large organizations for on-premises deployment, including custom integrations, training, and premium support. Revenue is generated through one-time license sales and ongoing maintenance contracts.
Provide professional services to help clients integrate Agent Loop into their workflows, offering customization, training, and ongoing optimization. Revenue comes from project-based fees and retainer agreements for continuous support.
💬 Integration Tip
Integrate with agent-task-tracker for state persistence across sessions and agent-step-sequencer for handling complex, multi-step processes that require resilience to interruptions.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
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, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...