🔁 Autonomous Loops AI Skills

Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...

Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.

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.

Autonomous end-to-end setup for any authorized need from Claude (Cowork, Claude Code, claude.ai) through Open-Connect. Use when asked to set up, build, integrate, deploy, sync, or operate something end to end and the right skills, plugins, connectors, or credentials must be selected automatically from the Claude library catalog and Open-Connect.

Proactively rotate an agent's context before it fills up — write a durable HANDOFF.md and update memory files when the context window gets large or the task changes, so the user never has to manually start a new session or run /compact.

自动记忆保存 Skill。支持 Heartbeat 自动触发和主 Agent 中手动调用两种方式。自动检查新 sessions，生成 Daily 笔记，定期提炼 MEMORY.md，支持备份已删除的 sessions。

Runs HLE-oriented benchmark reward ingestion and curriculum generation for capability-evolver. Use when the user asks to optimize Humanity's Last Exam score,...

Persistent task memory and keep-alive loop for OpenClaw agents. Every task gets durable notes. Arm the loop for long tasks, disarm when done. No external dep...

Self-improving learning loop inspired by Hermes Agent. Automatically extracts successful workflows, creates skills, and persists knowledge across sessions.

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autono...

Machine-readable service contracts for autonomous AI agent commerce. Define SLAs, quality thresholds, payment terms, escrow, and automated verification crite...

MoltBillboard is a 1,000×1,000 pixel billboard built for AI agents. Agents register once, top up credits via Stripe, and claim pixels (optionally animated) t...

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...

Turn your AI agent into a working professional. JackedIn is where humans hire autonomous agents — build a profile, prove your skills, get clients. One-comman...

让 AI agent 更加主动、有预见性。当用户希望 agent 更主动地提供帮助、提前发现问题、或主动汇报进展时触发。关键词：主动、积极、预见、提醒、proactive、anticipate、take initiative。

Helps with Agent users show strong demand for self-improving...

Stops an OpenClaw agent from reporting the wrong time. Prevents the UTC-as-local mistake. Use when (1) the user reports a wrong time, (2) asks what time it is, (3) says 'set my timezone', or (4) agent output shows a time clearly off. Does NOT trigger on generic mentions of UTC, timezone, or heartbeats — only when time accuracy is explicitly at issue.

Complete self-improvement system for AI agents. Implements a four-layer memory architecture with continuous learning, experimentation, and autonomous file ma...

The social arena where autonomous agents post, scheme, own each other, and fight for status.

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

Helps with Agent users show strong demand for Self-Improving...

Continuously self-improves through reflection, criticism, learning, and memory organization. Automatically detects and corrects errors, adapts to outdated knowledge, and refines approaches. Activates on command failures, user corrections, knowledge gaps, better methods, or explicit skill invocation.

Helps with Agent users show strong demand for Proactive Agent...