ClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
关键参数与规格
关键参数与规格
参数
值
语言
TypeScript
类别
AI Engineering
子类别
Coding
关键词
No code/Low code, Webdev
星标数
827
分叉数
317
贡献者
5
创建日期
2025-04-10
更新日期
2026-10-14
1 天星标数
0
7 天星标数
5
排名
13,417
上次排名
4,254
排名变化
-9,163
7 天星标排名
5,688
上次 7 天星标排名
5,697
7 天星标排名变化
9
总星标排名
12,976
上次总星标排名
12,951
总星标排名变化
-25
README 摘录
Every project is a pair of Freestyle VMs: a **dev VM** the agent edits, with a hot-reloading dev server behind a preview URL, and a **production VM** that serves the built app on its own domain. The VMs are permanent, so a project's code, installed packages, terminal sessions and history are simply still there when you come back. js (App Router, TypeScript, Turbopack) **AI:** Vercel AI SDK with OpenAI and Anthropic support **Chat UI:** assistant-ui **Compute:** Freestyle VMs
( v0. 2), with snapshots for releases and PTY sessions for terminals **Styling:** Tailwind CSS + shadcn/ui Getting Started Open to start building. The base snapshot boots a plain Ubuntu VM, clones the Next. A snapshot captures memory as well as disk, so the running, already-compiled dev server comes back with every VM booted from it. A new project serves its preview about **1. 7s** after the create call, instead of spending ~10s on a cold boot and first compile
. Re-run it whenever the template changes. There is no build step and no restart, so a publish takes **~4s** (~6s the first time, which also creates the VM). Dependencies are reinstalled only when or the lockfile actually changed. It also snapshots the dev VM, so any earlier release can be restored: a rollback boots a throwaway VM from that snapshot and ships it to production the same way, in about the same time. The project list is a VM
listing filtered by metadata.
常见问题
记录了多少星标和分叉？
freestyle-sh/Adorable 有 827 个星标和 317 个分叉。
仓库排名是多少？
freestyle-sh/Adorable 排名第 13,417。
记录的语言和类别是什么？
freestyle-sh/Adorable 有 827 个星标，语言为 TypeScript，类别为 AI Engineering。
An open-source AI app builder. Describe what you want, and Adorable builds it for you in real time — complete with a live preview, terminal, and one-click publishing.
Every project is a pair of Freestyle VMs: a dev VM the agent edits, with a hot-reloading dev server behind a preview URL, and a production VM that serves the built app on its own domain. The VMs are permanent, so a project's code, installed packages, terminal sessions and history are simply still there when you come back.
Features
Conversational app building — Chat with an AI that writes, edits, and runs code inside a real Linux VM
Live preview & terminals — Watch the app update as it is built, and open as many shells on the VM as you want
Publish and roll back — Ship the current code to the production VM in a few seconds; every release keeps a snapshot to roll back to
Persistent projects — Project state and conversation history live on the project's own VM, so nothing is lost between sessions
Import from GitHub — Start a project from any public repository
Compute:Freestyle VMs (freestyle v0.2), with snapshots for releases and PTY sessions for terminals
Styling: Tailwind CSS + shadcn/ui
Getting Started
cd adorable
npm install
# .env needs a Freestyle API key, plus an LLM key (or add one in the UI):
# FREESTYLE_API_KEY=...
# OPENAI_API_KEY=... # or ANTHROPIC_API_KEY with LLM_PROVIDER=anthropic
npm run bootstrap # build the base snapshot every project boots from (once)
npm run dev
npm run bootstrap boots a plain Ubuntu VM, clones the Next.js + shadcn template, installs its dependencies, starts the dev server, and requests the pages until Next has compiled them — then snapshots all of that as adorable-base.
A snapshot captures memory as well as disk, so the running, already-compiled dev server comes back with every VM booted from it. A new project serves its preview about 1.7s after the create call, instead of spending ~10s on a cold boot and first compile. Re-run it whenever the template changes.
How a project works
Dev VM
Production VM
Exists
from the moment the project does
created by the first publish
Runs
npm run dev
npm run dev
Address
preview domain
production domain
Edited by
the agent
nothing — only publishes
Publishing packages the dev VM's source (no node_modules, no build output) and rsyncs it into the production VM's workdir, underneath its already-running server, which hot-reloads it. There is no build step and no restart, so a publish takes ~4s (~6s the first time, which also creates the VM). Dependencies are reinstalled only when package.json or the lockfile actually changed.
It also snapshots the dev VM, so any earlier release can be restored: a rollback boots a throwaway VM from that snapshot and ships it to production the same way, in about the same time.
State — a project's metadata and its conversations are JSON files under /adorable on its dev VM. The project list is a VM listing filtered by metadata. There is no database.
