antonbabenko/deliberation
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,088
MOST-STARRED JavaScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
deliberation gained 10 stars in the last 30 days, about 1 a day, and now has 171. It is about 1 year old and has averaged roughly 171 stars a year. It ranks #1,088 among JavaScript repositories and #12,936 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#11776
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
deliberation has maintained a continuous presence across global trending indexes, peaking at #11776. Below is the 30-day activity profile:
💡 Overview
deliberation is an open-source project written in JavaScript: Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, ai-coding, claude. 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 JavaScript 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
$ npm install deliberation⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18 or modern Evergreen browser
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
deliberation coordinates its core functionality through a modular JavaScript 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 deliberation.
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 deliberation using your package manager: `npm install deliberation`
Initialize your project workspace or configuration file for deliberation.
Import deliberation into your codebase or invoke it directly from your terminal.
Execute your test suite or run `deliberation --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with JavaScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
antonbabenko/deliberation is currently ranked #12,936 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #12,906 | misantronic/RAOfflineProxy | Python | ★ 172 | Compare ↗ |
| #12,906 | fiyo/DBCheck | Python | ★ 172 | Compare ↗ |
| #12,906 | antongulin/opencode-skill-creator | TypeScript | ★ 172 | Compare ↗ |
| #12,906 | rleeon/hoard | Rust | ★ 172 | Compare ↗ |
| #12,906 | GetBusbar/busbar | Rust | ★ 172 | Compare ↗ |
| #12,936 | antonbabenko/deliberation This Project | JavaScript | ★ 171 | |
| #12,936 | evan/ultrasphinx | Ruby | ★ 171 | Compare ↗ |
| #12,936 | face/activity_streams | Ruby | ★ 171 | Compare ↗ |
| #12,936 | iamfmjk/etsy | Ruby | ★ 171 | Compare ↗ |
| #12,936 | mojombo/bertrpc | Ruby | ★ 171 | Compare ↗ |
| #12,936 | tdiary/tdiary-core | Ruby | ★ 171 | Compare ↗ |
Frequently Asked Questions
What does deliberation do? +
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.
What language is deliberation written in? +
The primary language is JavaScript. Topics include: ai-agents, ai-coding, claude, claude-code, claude-code-plugin.
Is deliberation actively maintained? +
Yes, the last recorded push was on Oct 11, 2026 with 2 open issues being tracked.
How many stars does deliberation have? +
deliberation has 171 stars and 11 forks on GitHub.
How does deliberation rank among GitHub repositories? +
With 171 stars, antonbabenko/deliberation is ranked #12,936 globally across all repositories tracked on GitHubRepo and #1,088 among JavaScript projects.
What license is deliberation distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
