vc:agent-browser

AI-optimized browser automation CLI with context-efficient snapshots. Use for long autonomous sessions, self-verifying workflows, video recording, and cloud browser testing (Browserbase).

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

cross-cutting-checklist-generator

Detect when a concern is scattered across many places in a project (config keys, enums, translations, feature flags, API endpoints, doc references) and auto-generate a project-local checklist so that same concern is never partially updated again. Use whenever you add or change something that also exists in several other spots, or when you edit something that already has a checklist. Runs fully autonomously with no user effort, including inside subagents.

Autonomous Testing Agent

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

autonomous-lesson-learning

Autonomous loop that learns while it runs: recalls stored lessons before each iteration, saves new lessons on failures and wins, and reinforces known lessons instead of repeating mistakes. Orchestrates continuous-agent-loop patterns with the egc-memory lesson tools.

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.

agent-readiness — keep fak the path of least resistance for an agent, and prove it

> **What this does.** An agent-first project lives or dies on a question no > human-facing scorecard asks: can an autonomous coding agent that lands in the > repo cold **discover** what fak is, **want** to adopt it, and **build** on it > without tripping over a missing affordance or an undocumented

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.

Antigravity CLI (`agy`)

Google's agentic coding CLI. Runs Gemini 3 (Pro/Flash) by default, with internal access to Claude Sonnet/Opus 4.5/4.6 and GPT-OSS models. Pairs a chat REPL with planning, scheduling, and autonomous "goal" workflows that write `implementation_plan.md` + `task.md` to a per-conversation brain directory

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.

research-experiment

Coordinate autonomous research experiments across multiple coding agents using isolated git worktrees. Use when a user wants the main agent to define a goal, constraints, acceptance criteria, and experiment boundaries, then dispatch Codex/Claude/Gemini or other agents to independently search for solutions without touching production code.

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".

commit-push-mr

Commit, push, and create merge requests in GitLab. ONLY use when the user explicitly asks to commit, push, or create an MR. Never do any of these autonomously.

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

03

Run an autonomous consensus round between agent peers on several machines: they negotiate a decision over a shared channel and execute it without a human relaying messages. Use when multiple machines must agree on a change. Triggers: "/03", "work it out among yourselves", "find consensus". Wakes the human only for irreversible actions or a deadlock.

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

Researcher — Autonomous Experimentation Skill

<critical> Non-negotiable rules — every real experiment, no exceptions: 1. Commit before running. Log before resetting. Reset on discard. Each branch holds only keeps. 2. Protect `.lab/` — it is the single source of truth. 3. Work autonomously — only consult the user for scope violations or tr

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.

Arbor — Autonomous Optimization via Hypothesis Tree Refinement