Jian AI Lab · 中文EN

NINE FIELDS · 01

AI Starter Kit

Start with free access, essential tools, and low-friction workflows before adding unnecessary subscriptions.

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

14 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

Osmantic/ODS

ODS

IN ONE SENTENCE

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

ODS 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
Windows、macOS、Linux; 需下载模型并准备相应硬件
Real cost
Actual cost still needs verification.
Cut costsNew discovery

magnitudedev/magnitude

Magnitude

IN ONE SENTENCE

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

Magnitude 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
macOS、Linux or WSL; 需足够内存、存储和模型下载空间
Real cost
Actual cost still needs verification.
Automate workNew discovery

netease-youdao/LobsterAI

LobsterAI

IN ONE SENTENCE

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

LobsterAI 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
Windows、macOS; 部分任务需模型及平台账号
Real cost
Actual cost still needs verification.
Automate workNew discovery

Astro-Han/pawwork

PawWork

IN ONE SENTENCE

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

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

Project type
Open-source productivity suite
Requirements
macOS、Windows x64; Windows 包尚未签名
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

anthropics/claude-plugins-community

Claude Plugins Community

IN ONE SENTENCE

See what Claude Plugins Community can add to a real workflow before you install it.

Claude Plugins Community 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 Cowork or Claude Code; 第三方插件账号与费用分别核验
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

ChatGPTNextWeb/NextChat

NextChat

IN ONE SENTENCE

Put OpenAI, Claude, Gemini, DeepSeek, and local models inside one lightweight cross-platform chat client.

NextChat 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
Web / iOS / macOS / Windows / Linux / Android
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

PlexPt/awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南

IN ONE SENTENCE

Learn from practical Chinese prompt examples and turn vague requests into clear, usable instructions.

ChatGPT 中文调教指南 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
Web / any chat AI
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

ollama/ollama

Ollama

IN ONE SENTENCE

Run open models locally with one command, then connect them to chat apps, coding agents, and automations.

Ollama 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
macOS / Windows / Linux / Docker
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

open-webui/open-webui

Open WebUI

IN ONE SENTENCE

Give local models and multiple APIs one self-hosted workspace for chat, knowledge, memory, and tools.

Open WebUI 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
Docker / Python / Kubernetes; Local电脑orserver
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue

CherryHQ/cherry-studio

Cherry Studio

IN ONE SENTENCE

Bring cloud models, Ollama, assistants, documents, and MCP tools into one desktop client.

Cherry Studio 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
Real cost
AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

AmintaCCCP/GithubStarsManager

GithubStarsManager

IN ONE SENTENCE

Turn hundreds of GitHub stars into AI summaries, useful categories, semantic search, and a release watchlist.

GithubStarsManager 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
macOS / Windows / Linux Desktop; 也可 Docker orWeb部署
Real cost
Actual cost still needs verification.
Automate workNew discovery

tinyhumansai/openhuman

OpenHuman

IN ONE SENTENCE

Bring long-term memory, research, workflows, and agent teams into one personal AI desktop workspace.

OpenHuman 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
Windows / macOS / Linux 安装包; 部分连接与模型能力需账号or密钥
Real cost
Actual cost still needs verification.
Cut costsNew discovery

tashfeenahmed/freellmapi

FreeLLMAPI

IN ONE SENTENCE

Put provider free-tier keys behind one compatible endpoint with automatic fallback and usage tracking.

FreeLLMAPI 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
macOS / Windows Desktop,or Docker; 需分别申请各提供商钥匙
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

VoltAgent/awesome-agent-skills

Awesome Agent Skills

IN ONE SENTENCE

Browse more than a thousand real-world Agent Skills by purpose instead of searching repositories blindly.

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

Project type
Agent skill
Requirements
Web可直接浏览; 安装需支持 Agent Skills 的客户端
Real cost
Actual cost still needs verification.