Open-source plugin for designing and reviewing software with agents
⚡ Executive Summary & Quick Facts
Authoritative Sourceelephant-goldfish-model is elephant-goldfish-model is an open-source project written in Python: Open-source plugin for designing and reviewing software with agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), google/elephant-goldfish-model has accumulated 14,598 GitHub stars and 1,072 forks. It is written in Python, licensed under Apache-2.0, and ranks #1,171 globally. It is actively maintained with the latest commit recorded on Nov 8, 2026.”
| Repository | google/elephant-goldfish-model ↗ |
|---|---|
| Primary Category | agent skills |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 14.6K stars · ⑂ 1.1K forks · #1,171 globally |
| Maintenance | ● Active (Last commit: Nov 8, 2026) · 91 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, elephant-goldfish-model is actively maintained. Continuous telemetry recorded the last code commit on Nov 8, 2026 (4 days ago). Supported by 14,598 stars and 1,072 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+365
STARS · LAST 30 DAYS
12
PER DAY
#202
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +84 | +365 | +1.1K |
| Per day | 12 | 12 | 12 |
| Forks gained | +5 | +21 | +54 |
elephant-goldfish-model gained 365 stars in the last 30 days, about 12 a day, and now has 14.6K. It is about 1 year old and has averaged roughly 14.6K stars a year. It ranks #202 among Python repositories and #1,171 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#8187
BEST RANK
Nov 8, 2026
FIRST APPEARANCE
Active
STATUS TODAY
elephant-goldfish-model has maintained a continuous presence across global trending indexes, peaking at #8187. Below is the 30-day activity profile:
💡 Overview
elephant-goldfish-model is an open-source project written in Python: Open-source plugin for designing and reviewing software with agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, ai-agents, antigravity. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install elephant-goldfish-model⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
elephant-goldfish-model coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with elephant-goldfish-model.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install elephant-goldfish-model using your package manager: `pip install elephant-goldfish-model`
Initialize your project workspace or configuration file for elephant-goldfish-model.
Import elephant-goldfish-model into your codebase or invoke it directly from your terminal.
Execute your test suite or run `elephant-goldfish-model --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
google/elephant-goldfish-model is currently ranked #1,171 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,166 | microsoft/edit | Rust | ★ 14.7K | Compare ↗ |
| #1,167 | amir20/dozzle | Go | ★ 14.7K | Compare ↗ |
| #1,168 | basecamp/kamal | Ruby | ★ 14.6K | Compare ↗ |
| #1,169 | xpipe-io/xpipe | Java | ★ 14.6K | Compare ↗ |
| #1,170 | LemmyNet/lemmy | Rust | ★ 14.6K | Compare ↗ |
| #1,171 | google/elephant-goldfish-model This Project | Python | ★ 14.6K | |
| #1,172 | pytest-dev/pytest | Python | ★ 14.6K | Compare ↗ |
| #1,172 | google/ax | Go | ★ 14.6K | Compare ↗ |
| #1,174 | carla-simulator/carla | C++ | ★ 14.6K | Compare ↗ |
| #1,175 | kopia/kopia | Go | ★ 14.6K | Compare ↗ |
| #1,176 | benbjohnson/litestream | Go | ★ 14.6K | Compare ↗ |
Frequently Asked Questions
What does elephant-goldfish-model do? +
Open-source plugin for designing and reviewing software with agents
Is elephant-goldfish-model actively maintained in 2026? +
Yes, elephant-goldfish-model is actively maintained. The latest code push was recorded on Nov 8, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 14,598 stars and 91 open issues.
What language is elephant-goldfish-model written in? +
The primary language is Python. Topics include: agent-skills, ai-agents, antigravity, claude-code, claude-code-plugin.
How many stars does elephant-goldfish-model have? +
elephant-goldfish-model has 14,598 stars and 1,072 forks on GitHub.
How does elephant-goldfish-model rank among GitHub repositories? +
With 14,598 stars, google/elephant-goldfish-model is ranked #1,171 globally across all repositories tracked on GitHubRepo and #202 among Python projects.
What license is elephant-goldfish-model distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
