ai-agent

Junie: Ship Code Faster from Terminal, IDE, or CI/CD

Name: Junie: Ship Code Faster from Terminal, IDE, or CI/CD
Author: JetBrains

Junie lets founders automate code generation with any LLM, delivering ready-to-deploy snippets straight from your workflow. Ideal for teams that want AI‑augmented development without leaving their tools.

From the repo · “An AI coding agent by JetBrains that ships code from your terminal, IDE, or CI/CD pipeline - powered by any LLM you choose”

493 stars+12★ this week37 forksShellGuide quality 9/10 · reviewed Oct 11Updated 10/22/2026100% free · open source

What it does

Junie is an AI-powered coding agent that helps founders ship code from their terminal, IDE, or CI/CD pipeline using any chosen Large Language Model (LLM).

When to use it

•When you need to automate repetitive coding tasks and want to leverage AI assistance
•When you're working on a project that requires integration with multiple LLMs
•When you want to streamline your development workflow and reduce manual coding errors

Ready-to-paste prompt

junie generate --prompt 'Create a Python class to handle user authentication' --llm my-llm-model

Heads up: Make sure you have a compatible LLM model configured and accessible, as junie requires an LLM to function, and some models may require API keys or specific runtime versions

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/junie && curl -fsSL https://workflowstacks.com/api/skills/junie/claude-skill -o ~/.claude/skills/junie/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Junie: Ship Code Faster from Terminal, IDE, or CI/CD works

Codeflow

Free to inspect

Junie: Ship Code Faster from Terminal, IDE, or CI/CD is a medium Shell project (~14k lines across 16 code files, plus 15 test files). Expect some technical setup — comfortable with a terminal, or ask a developer. Last commit this month, Other license, has a test suite.

Size

Medium codebase

~14k lines · 16 code files · ~2 h to skim

Setup

Some technical setup

Comfortable with a terminal? 20–40 min. Otherwise ask a dev.

Runs on

Shell

No API keys detected

Shell 43%PowerShell 28%Python 27%Batchfile 2%

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

templates/Templates7 files

hermes-plugin/Folder12 files

local/Folder11 files

tests/Tests — proof it works11 files

assets/Images & static assets2 files

.idea/Editor / agent settings1 files

READMEHas testsDocumentedNo CIOther licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/junie && curl -fsSL https://workflowstacks.com/api/skills/junie/claude-skill -o ~/.claude/skills/junie/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

JetBrains

Language

Shell

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Score your leads by ideal-customer fit

You describe your ideal customer once and keep leads in a Google Sheet. The workflow scores each 1–5 for fit with a one-line reason, so you sort and work the best first.