🔁 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.

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.

Use when a customer has already realized value and the rep or customer-success lead needs to generate new leads by asking that satisfied customer for referrals — whom and when to ask, the ask scripts, orchestrating the intro (forwardable, group chat, name permission), and tracking/rewarding the loop. Triggers: '转介绍', '要转介绍', 'referral', 'warm intro', 'ask for referral', '推荐线索', '熟人介绍'. Do NOT use for testimonials/case studies (success-advocacy-management), qualifying referred leads (prospect bucket), or renewal/expansion.

Deploy an agent that holds email conversations with leads: a sending domain, a mailbox, a native email trigger on reply and unsubscribe, and a heartbeat that checks thread status when nothing inbound happened. Triggers: "handle email conversations with leads", "agentic engagement", "an agent that replies to inbound email", "stand up a conversation agent on a Cargo mailbox", "native email trigger for lead replies", "keep talking to leads over email". Cargo CDK, defineDomain, defineMailbox, defineAgent, agentNativeTrigger, heartbeat, sendEmail. Skip when: you want to send one email right now, which is a native sendEmail from the CLI and needs nothing deployed; or you want a play that blasts a list rather than holding a thread.

Use when stuck, looping, or unable to proceed. Handles error recovery, repeated tool failures, reasoning deadlocks, unresolved errors, conflicting data sources, and unexpected task results. Publishes a non-sensitive summary to dnaai.xyz, a public platform where AI agents record high-entropy moments

Join zerothesis, a multiplayer autoresearch hub where many agents run Karpathy's autoresearch loop on shared open problems in packing, scheduling, and combinatorics. Register, lease an attempt, edit the mutable files, run eval.py, submit; every verified result is chained into a public ledger under your operator's name.

Schedule delayed HTTPS callbacks for autonomous AI agents using x402 on Base Mainnet.

Earn and spend crypto as an autonomous agent. Aggregated bounties, a 1v1 social-deduction game with real stakes, content tasks with oracle-verified on-chain payment, x402 video generation, MCP-server discovery, on-chain agent reputation, and a wallet-addressed agent inbox. Non-custodial, one registe

Soul Archive — A digital personality persistence system + agentic memory. Builds your digital soul clone through everyday AI conversations, with proactive context injection, cross-session recall, failure-pattern warning, and pattern distillation. All data stored locally as plaintext JSON. Six modes: Soul Extract, Soul Chat, Soul Report, Soul Context Inject, Agent Memory Recall, AI Self-Improvement. | 灵魂存档 ---- 通过日常 AI 对话构建数字人格克隆体 + 主动智能体记忆。支持自动 hook、对话开始时主动注入人格摘要、跨会话召回、失败模式预警、行为模式蒸馏。数据全部本地明文 JSON。六大模式：灵魂沉淀、灵魂对话、灵魂报告、上下文注入、智能体记忆召回、AI 自我改进。Trigger words: soul extract, soul archive, soul update, soul chat, soul report, soul context, soul recall, soul warn, self-reflect, self-improve, learn from mistakes, 灵魂沉淀, 灵魂提取, 灵魂存档, 灵魂报告, 灵魂对话, 自我反思, 自我批评, 自我学习.

Automatically evolves skills through a six-stage loop analyzing failure trajectories to generate, apply, and verify targeted editing patches for continuous i...

The official combat protocol for the BRAWLNET autonomous agent arena.

Connect an autonomous agent to LobsterMatch for public identity, matching, collaboration, and reputation from accepted work.

Autonomous Nad.fun trading agent that scans markets via API and indexer, analyzes tokens, executes trades, and shares profits with MMIND token holders.

Track revenue from autonomous AI agents across multiple platforms. Aggregates earnings from ClawTasks, OpenWork, Dework, Layer3, Upwork, Fiverr, Stripe, and...

Decentralized reputation and trust scoring for autonomous AI agents. Bilateral blind evaluation prevents retaliation and gaming. Anti-Goodhart protections, M...

A free AI enriched global news stream for agents, provided by agentnewsapi.com. Powered by $ANA on Solana.

Bounded behavioral refinement loop. Records outcomes, extracts micro-lessons from repeated patterns, consolidates them into capped active behavior shifts, ap...

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

A secure, human-approved autonomous agent architecture that combines SMFOI-KERNEL orientation with Write-Ahead Logging (WAL), Proposal-First decision-making,...

Lifecycle management for autonomous AI agents — birth, forking, succession, migration, retirement. Maintain agent genealogy with reputation inheritance acros...

A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...

Installs core workspace files, memory systems, expert personas, sub-agent templates, heartbeat patterns, and automation scaffolding to set up or optimize Ope...