Experiments

Studying the gap between what agents know and when they act on it.

An open-source Harness Engineering platform for coding agents—define harnesses as code, run controlled experiments, inspect evidence, and compare outcomes. Turn task evidence into actionable team and organization insights.

Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.

A research workflow skill pack connecting literature, experiments, figures, writing, memory and project coordination.

Top Autonomous Research Multi-Agent System for 2026 Lab Experiments

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Test that your Claude Code skills, MCP servers, and CLIs actually work when an agent uses them — sandboxed YAML suites, activation checks, A/B experiments, CI gates.

Local-first OS for AI-assisted game design: turn AI-agent sessions into decisions, evidence, experiments, proposals, and durable project memory.

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

Claude / Codex skill for drafting abstracts, introductions, methods and experiments in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award-winning papers.

One file. Your AI coding agent becomes a scientist. 30+ experiments while you sleep.

Top Autonomous Research Multi-Agent System for 2026 Lab Experiments

Find Reddit threads where people are genuinely asking for what you offer, then draft short, genuinely helpful replies — disclosing your affiliation honestly and naming your product only when it truly answers the question. Two moves: discovery — scan the right subreddits for real needs (recommendation asks, expressed pain, competitor mentions) and rank the few threads where you can actually help; drafting — write from real experience, respect each community's self-promo rules, and keep a human in the loop to review and post. This markets on Reddit the honest way: contribute value, disclose who you are, never astroturf. Distilled from the playbook behind doany.ai's Reddit agent. Triggers on "find reddit opportunities", "reddit marketing", "reddit automation", "reply on reddit for my product", "reddit community engagement", "reddit lead gen", or any ask to turn Reddit threads into genuine, disclosed marketing replies.

Adnify—A lightweight, highly customizable AI Agent Editor.It delivers a superior experience beyond mainstream AI coding tools, featuring instant startup and lag-free performance.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience.

AI resume optimization system for Claude Code. Analyzes job postings, ranks requirements by priority, and automatically selects your most relevant achievements. Write your experience once in YAML, generate unlimited tailored PDFs in 60 less than seconds using Tailor

OrderWorder - Revolutionize your restaurant with a sleek, contactless full-stack app powered by AI. From QR code menus and smart chatbot recommendations to seamless ordering, real-time kitchen tracking, and powerful admin dashboards - all built with Next.js & SCSS for lightning-fast, modern dining experiences.

🖥️ A native desktop client for OpenClaw premium UI experience without the browser. Built with Electron + React + TypeScript. Bilingual Arabic/English with full RTL support.

Pi — A cross-platform AI coding agent, bringing the Claude Code experience to your desktop. No environment setup, no terminal commands. Download and start coding right away.

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

Let your agents understand what's happening locally, in real time — every experience across a city, with times, prices, booking links and images

Adnify——Lightweight, highly customized AI Agent editor, the ultimate experience that crushes mainstream AI programming tools! The lightweight architecture starts in seconds without lag, supports full-process customization of AI Agent (logic orchestration/tool ​​approval/intelligent interaction), deeply integrates XTerminal (WebGL acceleration + custom shortcut keys), and is equipped with Markdown multi-mode editing, theme customization, and Git integrated management. Say goodbye to bloated templates and make AI development completely fit your habits.