ai-devkit

★ 1.7k

elephant-goldfish-model

★ 3.1k

ai-devkit vs elephant-goldfish-model

Q: Which is better, ai-devkit or elephant-goldfish-model?

By GitHub stars, elephant-goldfish-model has more community adoption, but the best choice depends on your specific use case.

ai-devkit: AI DevKit is a local-first operating layer for teams running several coding agents. One .ai-devkit.json reconciles skills, MCP and setup across Claude Code, Codex CLI, Gemini CLI, opencode, Pi, Cursor, Copilot and others; agent console is a live TUI for running sessions; agent send routes prompts, logs or stdin to a running agent; and a local SQLite memory is searched over MCP when needed. A dev-lifecycle skill guides requirements, design, planning, implementation, testing and review.; elephant-goldfish-model: Elephant-Goldfish Model (EGM) is a Google plugin of skills for drafting design specs with a context-rich agent and stress-testing them with fresh zero-context subagents before any code is written. It installs into Antigravity, Claude Code and Codex, and walks through brainstorm, draft and review steps while you approve the trade-offs.

TL;DR

ai-devkitDev Tooling · ★ 1.7k

Keeping one setup across Claude Code, Codex and Cursor in a team repo

Read ai-devkit full review →

elephant-goldfish-modelDev Tooling · ★ 3.1k

Writing a design doc before building a feature with an agent

Read elephant-goldfish-model full review →

Side-by-Side Comparison

Field

ai-devkit

elephant-goldfish-model

Features

ai-devkit

01One .ai-devkit.json that writes agent files, skills and MCP setup for each tool you pick

02agent list and agent console to supervise sessions across providers

03agent send with --stdin, --wait and groups to route work to running agents

04Local SQLite memory exposed via MCP and CLI, retrieved only when useful

05dev-lifecycle, verify, tdd, review, debugging and security skills

elephant-goldfish-model

01Elephant agent drafts the spec with full project context

02Goldfish reviewers check the draft without the earlier conversation

03Brainstorm, draft and review skills usable on their own

04Plugin installs for Antigravity, Claude Code and Codex

05Stops the review if fresh subagents are unavailable

Use Cases

ai-devkit

↳Keeping one setup across Claude Code, Codex and Cursor in a team repo

↳Piping test output to a running agent or a group of reviewer agents

↳Giving agents searchable project conventions without bloating every prompt

elephant-goldfish-model

↳Writing a design doc before building a feature with an agent

↳Finding hidden assumptions in a technical spec

↳Standardizing design reviews across a team using coding agents

FAQ

What is the difference between ai-devkit and elephant-goldfish-model?

Both ai-devkit and elephant-goldfish-model are in the Dev Tooling category. ai-devkit has 1.7k stars, while elephant-goldfish-model has 3.1k stars.

Which is better, ai-devkit or elephant-goldfish-model?

The best choice depends on your use case. Choose ai-devkit if Keeping one setup across Claude Code, Codex and Cursor in a team repo, and elephant-goldfish-model if Writing a design doc before building a feature with an agent.

Is ai-devkit free or open source?

Yes, ai-devkit is open source on GitHub (Apache-2.0).

Is elephant-goldfish-model free or open source?

Yes, elephant-goldfish-model is open source on GitHub (Apache-2.0).

Cloud Infrastructure

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Alternatives to ai-devkit →Alternatives to elephant-goldfish-model →ai-devkit details →elephant-goldfish-model details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

FAQ

Deploy on DigitalOcean

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