Jian AI Lab · 中文EN

NINE FIELDS · 08

AI Coding & Web Building

Help AI-assisted builders complete websites, code changes, and applications with better context and control.

How to use this pageStart with the job you need to finish. Open a research file, then check capability, requirements, license, and actual cost.

CURATED FOR THIS FIELD

34 GitHub projects worth investigating

All projects →

Each project is classified by the value it adds, its research status, requirements, and real operating costs.

Add capabilityNew discovery

Gitlawb/openclaude

OpenClaude

IN ONE SENTENCE

See what OpenClaude can add to a real workflow before you install it.

OpenClaude is catalogued as open-source model. Read the research file and current GitHub README before using it in production.

Project type
Open-source model
Requirements
Windows、macOS、Linux; Node.js 22+及模型配置
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

VoltAgent/awesome-design-md

Awesome DESIGN.md

IN ONE SENTENCE

See what Awesome DESIGN.md can add to a real workflow before you install it.

Awesome DESIGN.md is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
GitHub 可阅读; 实际制作需编码 Agent 和前端项目
Real cost
Actual cost still needs verification.
Automate workNew discovery

ChromeDevTools/chrome-devtools-mcp

Chrome DevTools MCP

IN ONE SENTENCE

See what Chrome DevTools MCP can add to a real workflow before you install it.

Chrome DevTools MCP is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Node.js LTS、Chrome、支持 MCP 的编码 Agent
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

pacifio/atlas

Atlas

IN ONE SENTENCE

See what Atlas can add to a real workflow before you install it.

Atlas is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Desktop、Git 项目及受支持的编程 Agent
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

affaan-m/ECC

ECC

IN ONE SENTENCE

See what ECC can add to a real workflow before you install it.

ECC is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Node.js 18+、Git 及受支持的编码 Agent
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

addyosmani/agent-skills

Agent Skills by Addy Osmani

IN ONE SENTENCE

See what Agent Skills by Addy Osmani can add to a real workflow before you install it.

Agent Skills by Addy Osmani is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Codex、Claude Code、Cursor 等; 支持 npx 安装
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

cathrynlavery/diagram-design

Diagram Design

IN ONE SENTENCE

See what Diagram Design can add to a real workflow before you install it.

Diagram Design is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
agents with Skills support; 导出 PNG 需Browseror转换工具
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

mattpocock/skills

Matt Pocock Skills

IN ONE SENTENCE

See what Matt Pocock Skills can add to a real workflow before you install it.

Matt Pocock Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Codex、Claude Code 等agents with Skills support; 安装通常需 Node.js/npx
Real cost
Actual cost still needs verification.
Add capabilityTesting

NanoNets/Graft

Graft

IN ONE SENTENCE

Map symbols, calls, files, and relationships so coding agents can understand a repository before editing it.

Graft is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Claude Code / Cursor / Codex / Gemini; LocalCLI与 MCP
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

mcncarl/agent-memory-vault

Agent Memory Vault

IN ONE SENTENCE

Give Claude Code and Codex a shared, traceable, and reversible long-term memory store.

Agent Memory Vault is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Python 3.10+ / Git; Windows / macOS / Linux
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workTesting

swordluan8-hash/token-aware-orchestrator

Token-Aware-Orchestrator

IN ONE SENTENCE

Set context budgets and execution routes so coding agents spend tokens on information that changes the result.

Token-Aware-Orchestrator is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
macOS / Linux / 已登录的 Codex CLI
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

Aider-AI/aider

Aider

IN ONE SENTENCE

Make precise multi-file changes in an existing repository, run checks, and keep the work tied to Git.

Aider is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
macOS / Windows / Linux / 终端or IDE
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

oraios/serena

Serena

IN ONE SENTENCE

Let coding agents navigate by symbols and code structure instead of repeatedly reading entire files.

Serena is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.

Project type
Open-source tool
Requirements
MCP / 支持 Agent 的开发环境
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

OpenHands/OpenHands

OpenHands

IN ONE SENTENCE

Run software-development agents in isolated environments from a self-hosted control surface.

OpenHands is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Local / Docker / cloud; 需连接模型
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue

dyad-sh/dyad

Dyad

IN ONE SENTENCE

Build apps by conversation like Lovable or v0 while keeping code, preview, and model keys on your computer.

Dyad is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Windows / macOS
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue

firecrawl/open-lovable

Open Lovable

IN ONE SENTENCE

Rebuild or generate React applications through conversation with your own model choices.

Open Lovable is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Node.js / Local Web / Vercel candidate
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue

GrapesJS/grapesjs

GrapesJS

IN ONE SENTENCE

Embed components, styles, layers, assets, and storage into your own visual website editor.

GrapesJS is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
JavaScript / Browser / 可嵌入应用
Real cost
BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

anomalyco/opencode

OpenCode

IN ONE SENTENCE

See what OpenCode can add to a real workflow before you install it.

OpenCode is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
macOS / Windows / Linux; 终端or IDE; 需模型服务
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

Amery2010/open-builder

Open Builder

IN ONE SENTENCE

Describe a web app in natural language, preview the generated project live, and keep the code as a downloadable project.

Open Builder is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Browser演示; Desktop支持 macOS / Windows / Linux; Local开发需 Node.js、pnpm
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

usestrix/strix

Strix

IN ONE SENTENCE

Let AI agents test authorized applications like penetration testers and return evidence with remediation guidance.

Strix is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
Python / Docker / Localorserver; 仅限获授权目标
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

0xSteph/pentest-ai

Pentest AI

IN ONE SENTENCE

Require every AI-found vulnerability to survive a replayable machine verification step.

Pentest AI is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.

Project type
Open-source tool
Requirements
Python / Localorserver; 仅限自有or获授权目标
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

Untrivial-ai/agent-orchestrator

Agent Orchestrator

IN ONE SENTENCE

Plan work, spawn coding agents, and coordinate CI fixes, merge conflicts, and reviews from one IDE.

Agent Orchestrator is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Go / Local Agent IDE / Git 与 CI 工作流
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capability

tt-a1i/archify

Archify

IN ONE SENTENCE

Turn a system description or repository into a verified, interactive architecture map with crisp exports.

Archify is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Codex CLI / Claude Code / Cursor / OpenCode / Raven; 需 Node.js 与可运行 Skill 的 Agent
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

tt-a1i/matt-skills-with-to-goal

Matt Skills with To-Goal

IN ONE SENTENCE

See what Matt Skills with To-Goal can add to a real workflow before you install it.

Matt Skills with To-Goal is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Codex App / Claude Code 等支持 Agent Skills 的环境; 自动 Fork 闭环另需 Codex Task Messenger; 项目首次使用需初始化约定
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

JetBrains/go-modern-guidelines

Go Modern Guidelines

IN ONE SENTENCE

Help coding agents choose modern Go idioms that remain compatible with the project's go.mod version.

Go Modern Guidelines is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Go toolchain / Codex、Claude Code、Cursor、Junie 等编码 Agent
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

anthropics/claude-plugins-official

Claude Plugins Official

IN ONE SENTENCE

Discover and install Claude Code plugins from Anthropic's officially managed directory.

Claude Plugins Official is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Claude Code / 插件系统 / 逐项审查第三方插件
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

DietrichGebert/ponytail

Ponytail

IN ONE SENTENCE

Push coding agents toward the smallest safe implementation and away from unnecessary abstractions.

Ponytail is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Claude Code / Codex / Cursor 等编码 Agent; 安装后需检查 hooks 并开新会话
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

ConardLi/garden-skills

Garden Skills

IN ONE SENTENCE

Add reusable web-design, image, research, and presentation skills to coding agents.

Garden Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Claude Code / Cursor / Codex / Gemini / OpenCode 等agents with Skills support
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

google/googletest

GoogleTest

IN ONE SENTENCE

Organize C++ assertions, parameterized tests, mocks, and regression suites with Google's mature framework.

GoogleTest is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
C++17 / CMake or兼容构建系统
Real cost
BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

abhigyanpatwari/GitNexus

GitNexus

IN ONE SENTENCE

Turn an unfamiliar repository into a navigable code graph before asking an agent to make changes.

GitNexus is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.

Project type
Open-source tool
Requirements
Browser可直接体验; CLI/MCP 路线需 Node.js 与 npm
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

cursor/plugins

Cursor Plugins

IN ONE SENTENCE

Add official email, drive, calendar, review, learning, and automation plugins to Cursor.

Cursor Plugins is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Cursor; 具体插件可能需要对应服务账号与授权
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

abi/screenshot-to-code

Screenshot to Code

IN ONE SENTENCE

Convert screenshots, URLs, and screen recordings into editable front-end code for a fast first prototype.

Screenshot to Code is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.

Project type
Open-source tool
Requirements
Browseror Docker; 生成需配置支持视觉的模型服务
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

anthropics/skills

Anthropic Skills

IN ONE SENTENCE

See what Anthropic Skills can add to a real workflow before you install it.

Anthropic Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Claude Code / agents with Skills support
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

obra/superpowers

Superpowers

IN ONE SENTENCE

See what Superpowers can add to a real workflow before you install it.

Superpowers is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
agents with Skills support; 具体模型与运行环境按仓库说明
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.