ai-agent

CodeWhale: Boost Terminal Coding with AI Agent Power

CodeWhale lets founders write, debug, and refactor code straight from the terminal using DeepSeek and MiMo LLMs. Ideal for Rust‑savvy teams, it’s backed by 41k+ GitHub stars.
intermediate⏱ 30 minutes💵 Free + LLM API costs
41,038 stars+20★ this week3,565 forksRustGuide quality 8/10 · reviewed Sep 29Updated 9/28/2026100% free · open source
What it is

You can get AI code completion and assistance in your terminal with CodeWhale.

Real use case example

"A founder trying to automate customer onboarding can use CodeWhale to write a script in their terminal that adds new customers to Notion and sends a welcome email via Resend by following these steps: 1) open their terminal and run 'codewhale'; 2) use the CodeWhale interface to select the 'add customer to Notion' action and create a new script; 3) integrate Resend into the script to send a welcome email. This helps streamline their workflow and reduce manual labor."

Best insideClaude DesktopClaude CodeAny AI Client
When to use it
  • •You're a founder who needs help with coding tasks but lacks extensive programming knowledge
  • •You want to automate repetitive coding tasks and focus on higher-level decisions
  • •You're looking for a terminal-based AI coding assistant with a large community of users (36k+ GitHub stars)
Ready-to-paste prompt
./target/debug/codewhale suggest function to implement a binary search algorithm in Rust
Heads up: Make sure you have Rust and Cargo installed on your system, as CodeWhale is built with Rust and requires these tools to run
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/codewhale && curl -fsSL https://workflowstacks.com/api/skills/codewhale/claude-skill -o ~/.claude/skills/codewhale/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 CodeWhale: Boost Terminal Coding with AI Agent Power works
Codeflow
Free to inspect

CodeWhale: Boost Terminal Coding with AI Agent Power is a very large Rust project (~679k lines across 1214 code files, plus 81 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size
Very large codebase
~679k lines · 1214 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Rust · Docker
Needs API keys (.env)
Rust 93%TypeScript 3%JavaScript 2%Python 1%Shell 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    AGENTS.md
    The instructions the AI actually follows
  3. 3
    Cargo.toml
    Dependencies and the commands it exposes
  4. 4
    .env.example
    The API keys and settings you must provide
What's in each folder
web/Frontend / UI236 files
integrations/Sub-packages / plugins38 files
extensions/Sub-packages / plugins9 files
workflows/Workflows / pipelines6 files
docs/Documentation137 files
crates/Folder1013 files
scripts/Helper scripts100 files
npm/Folder25 files
READMEHas testsDocumentedCI checksDocker readyMIT licenseUpdated this month
Quick Actions
Details
Creator
Hmbown
Language
Rust
Category
ai-agent
Published
1/19/2026

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/codewhale.svg)](https://workflowstacks.com/skills/codewhale?utm_source=github&utm_medium=badge)
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