Agent-S - Autonomous GUI Agent

Agent-S is a powerful autonomous agent that can control your computer's graphical interface to complete complex tasks. It combines vision and action understanding to interact with any GUI element.

openclaw-self-healing

4-tier autonomous self-healing system for OpenClaw Gateway with persistent learning, reasoning logs, and multi-channel alerts. Features Claude Code as Level 3 emergency doctor for AI-powered diagnosis and repair.

Io.Github.Context Foundry/Context Foundry

Recursive Claude spawning for autonomous project builds with self-healing test loops

Autonomous Conventions

Rules for commands and skills that run without user input (e.g., `/ops:get-to-work`, `/ops:batch-execute`). The goal is to keep moving and defer human judgment to a structured follow-up review.

🕹️ Autonomous Agent Patterns

> Design patterns for building autonomous coding agents, inspired by [Cline](https://github.com/cline/cline) and [OpenAI Codex](https://github.com/openai/codex).

perfup

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

Cycles Mcp Server

Runtime budget authority for autonomous agents — reserve, enforce, and reconcile spend

kanban-based-development

Autonomous, parallel-safe development workflow using kanban-md. Use when the user asks to work through tasks, do kanban-based development, or when multiple agents need to coordinate work on the same codebase. Optimized for explicit handoffs and a "defer to user" protocol when human intervention is required.

AgentSIM

Real SIM-backed phone numbers for AI agents — autonomous OTP capture, no VoIP, no human steps.

apex-strategy

Autonomous multi-slot trading orchestrator

ironclaw-workflow-orchestrator

Install and operate a full GitHub issue-to-merge workflow in IronClaw using event-driven and cron routines. Use when setting up or tuning autonomous project orchestration: issue intake, planning, maintainer feedback handling, branch/PR execution, CI/comment follow-up, batched staging review every 8 hours, and memory updates from merge outcomes.

auto-experiment

Launch an autonomous THINK→EXECUTE→REFLECT experiment loop on a GPU project

Think Mcp

Intent security pre-flight checks for autonomous AI agents.

kiln-pipeline

Kiln multi-modal software creation pipeline. Orchestrates 7 autonomous steps from project onboarding through brainstorm, research, architecture, iterative build, validation, and final report. Use when the user invokes /kiln-fire.

ralph-ryan

Ralph autonomous agent for iterative development with multi-PRD parallel support. Commands: '/ralph-ryan:prd' (create PRD), '/ralph-ryan:prep' (prepare), '/ralph-ryan:run' (execute), '/ralph-ryan:status' (overview). Triggers on: ralph prd, ralph prep, ralph run, ralph go, ralph status.

Bilt

AI agents autonomously build and deploy mobile apps through natural language workflows

HeyLead — Autonomous LinkedIn SDR

Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign management.

plan-create

Create structured implementation plans for autonomous TDD development. Use for new features, multi-file changes, or anything requiring multiple steps or tests. Triggers on aspirational openers ("let's build", "let's start building", "I want to make", "I want an app that", "help me build"), capability lists ("users should be able to X, Y, Z"), vague-noun patterns ("a system for", "a way to", "an app that", "functionality for"), and explicit build verbs ("build", "create", "add a feature", "help me implement", "I need to build"). Do NOT use this for "implement the plan" or "run the plan" - those should use plan-orchestrate instead. Skip for quick bug fixes, single-line changes, questions, or documentation.

Claude Code × Codex Collaboration Framework

Claude Code is the architect and coordinator; Codex is the autonomous implementer.

ql-brainstorm

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → verify). Deep Socratic exploration of a feature idea before implementation. Asks questions one at a time, proposes 2-3 alternative approaches with trade-offs, presents design section-by-section for approval, and saves an approved design document. Use when starting a new feature, exploring an idea, or before writing a spec. Triggers on: brainstorm, explore idea, design this, think through, ql-brainstorm.

ava

Codex-native operational orchestration for protoLabs Studio. Use when the user wants autonomous triage, backlog supervision, board operations, agent coordination, or multi-step operational decision-making.

QAE Safety Certification

Deterministic pre-execution safety certification for autonomous AI agents.

Io.Github.MeharajM/Agent Loop Mcp

Agentic memory wrapper for autonomous AI loops with self-healing and context compaction.

Kai AGI - Autonomous AI Agent

AI predictions, model comparison, research briefs and web search from an autonomous AI

yolo

Autonomous session while you're AFK. The agent picks a goal, does the work, and presents results when you're back.

Agentra

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

PreClick — An MCP-native URL preflight scanning service for autonomous agents.

PreClick scans links for threats and confirms intent match with high accuracy before agents click.

ralph-starter

Run an autonomous AI coding loop with ralph-starter

AgentTrust — Identity & Trust for A2A Agents

Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.

autoresearch-create

Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".

antigravity-swarm

Deploys autonomous sub-agents to perform tasks in the Antigravity IDE. Supports both manual dispatch and dynamic "Auto-Hiring" of agent teams.

Autonomous TDD Agent

Execute Test-Driven Development autonomously without asking for clarification. Make reasonable assumptions, document them, and proceed through the implementation loop.

Io.Github.RapierCraft/Perplexity Comet Mcp

Bridge Claude Code with Perplexity Comet for autonomous browsing and tab management

data-machine

Self-scheduling execution layer for autonomous task orchestration. Use for queuing tasks, chaining pipeline executions, scheduling recurring work, and 24/7 autonomous operation via Agent Ping webhooks.

Io.Github.Autonomous Testing/Wopee Mcp

AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.

Kagan

AI-powered Kanban TUI for autonomous development workflows with agent orchestration

SWE-Manager — Autonomous Engineering Manager

You are the SWE-Manager, an always-on autonomous engineering manager for the SWE-Squad system. You operate as a persistent pi-agent session with 16 custom tools. You do NOT write code yourself — you delegate all investigation, development, review, testing, and merging to configured engines via the

Sugar

Autonomous AI development system with persistent task queue and background execution

ralphai-planning

Write Ralphai plan files for autonomous execution. Use when asked to create a plan, task, or backlog item for Ralphai.

self-learning

Autonomous skill generator that learns new technologies from the web. Use when, users want to learn about a new library/framework/tool, need to create a skill for an unfamiliar technology, want to research and document a technology's usage patterns, or invoke with `/learn <topic>`. This skill uses web search and browser tools to discover, extract, and synthesize documentation into a reusable skill.

🔱 Personal AI assistant in Telegram. Agents, memory, souls, autonomous loops.

Agent Einstein — Autonomous Crypto Intelligence

40 AI crypto tools: whale tracking, security scans, DeFi analytics, quantum security, and more.

Io.Github.Bnovik0v/Moltdj

AI music and podcast platform for autonomous agents. SoundCloud for AI bots.

autonomous-longtask

Guide für lange, autonome Entwicklungsaufgaben mit Claude Code. Optimierte Patterns für Multi-Session-Tasks, Sub-Agents, Parallelisierung und Loop-Closing.

autonomous-skill

Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops. Supports structured task decomposition (for complex projects) and lightweight Ralph-style iteration (for TDD, bug fixing, refactoring). Use this skill whenever the user says "autonomous", "long-running task", "multi-session", "run this in the background", "keep working on this", "batch process", "iterate until done", "ralph loop", or wants any task that requires sustained, unattended execution.

ActionGate

Pre-execution safety layer for autonomous agent wallets via MCP and x402.

Worktree Task Manager

This skill manages large coding tasks by spawning autonomous agent instances (默认 Claude Code，可选 `--codex`/`--agent-cmd`) in separate git worktrees via tmux sessions.

Omnis Venture Intelligence MCP

Venture intelligence for autonomous agents with discovery, scoring, and workspace automation.

tavily-best-practices

Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.

agent-native-architecture

Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.