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joetawil7/first-pass

Rules and checks that make Claude Code look around a change, not just at the lines it writes: ten questions before code, a reviewer that didn't write it, proof before done, bugs fixed as a class.

JavaScript ◇ agents-skills MIT
★91STARS
⑂1FORKS
!0ISSUES
🏆#14,153GLOBAL RANK
🔥9DAYS TRENDING
🚀
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,184

MOST-STARRED JavaScript

Window7 days30 days90 days
Stars gained+25+10+90
Per day411
Forks gained+1+3+10

first-pass gained 10 stars in the last 30 days, about 1 a day, and now has 91. It is about 1 year old and has averaged roughly 91 stars a year. It ranks #1,184 among JavaScript repositories and #14,153 across all languages on GitHubRepo.

Trending Record

first-pass has maintained a continuous presence across global trending indexes, peaking at #582. Below is the 30-day activity profile:

💡 Overview

first-pass is an open-source project written in JavaScript: Rules and checks that make Claude Code look around a change, not just at the lines it writes: ten questions before code, a reviewer that didn't write it, proof before done, bugs fixed as a class.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agents-skills, agentskill, agentskills. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in JavaScript for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ npm install first-pass

⚙ 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

first-pass 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 first-pass.

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

1

Install first-pass using your package manager: `npm install first-pass`

2

Initialize your project workspace or configuration file for first-pass.

3

Import first-pass into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `first-pass --help` to verify successful setup.

👍 Strengths

Active community backing with 66 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in JavaScript for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with JavaScript and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

joetawil7/first-pass is currently ranked #14,153 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#14,142 blythedunham/smsonrails Ruby ★ 92 Compare ↗
#14,142 pluginaweek/has_messages Ruby ★ 92 Compare ↗
#14,142 kneath/hemingway PHP ★ 92 Compare ↗
#14,142 defunkt/mofo JavaScript ★ 92 Compare ↗
#14,142 MadestSamurai/bd2-fishing C# ★ 92 Compare ↗
#14,153 joetawil7/first-pass This Project JavaScript ★ 91
#14,153 agentscope-ai-java/json-guard TypeScript ★ 91 Compare ↗
#14,153 NativePHP/superstack PHP ★ 91 Compare ↗
#14,153 queso/sitemap Ruby ★ 91 Compare ↗
#14,153 slidekit/s6 JavaScript ★ 91 Compare ↗
#14,153 robins/pdfcrack C ★ 91 Compare ↗

Frequently Asked Questions

What does first-pass do? +

Rules and checks that make Claude Code look around a change, not just at the lines it writes: ten questions before code, a reviewer that didn't write it, proof before done, bugs fixed as a class.

What language is first-pass written in? +

The primary language is JavaScript. Topics include: agents-skills, agentskill, agentskills, ai-coding, ai-coding-assistant.

Is first-pass actively maintained? +

Yes, the last recorded push was on Oct 1, 2026 with 0 open issues being tracked.

How many stars does first-pass have? +

first-pass has 91 stars and 1 forks on GitHub.

How does first-pass rank among GitHub repositories? +

With 91 stars, joetawil7/first-pass is ranked #14,153 globally across all repositories tracked on GitHubRepo and #1,184 among JavaScript projects.

What license is first-pass distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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