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lightsifter/sift-light

I'm sad: such a great project, yet no one has starred it.

JavaScript ◇ ai-agent AGPL-3.0
★101STARS
⑂6FORKS
!0ISSUES
🏆#26,501GLOBAL RANK
🔥13DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

sift-light is sift-light is an open-source project written in JavaScript: I'm sad: such a great project, yet no one has starred it..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), lightsifter/sift-light has accumulated 101 GitHub stars and 6 forks. It is written in JavaScript, licensed under AGPL-3.0, and ranks #26,501 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
Repository lightsifter/sift-light ↗
Primary Category ai agent
Language & Stack JavaScript
Software License AGPL-3.0
Community Traction ★ 101 stars · ⑂ 6 forks · #26,501 globally
Maintenance ● Active (Last commit: Oct 27, 2026) · 0 open issues
Target Audience Developers and engineering teams building with JavaScript, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 88/100 · Grade A
✅
Is sift-light actively maintained in 2026?
Verdict: Actively Maintained

Yes, sift-light is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (17 days ago). Supported by 101 stars and 6 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (17 days ago) and healthy issue cadence.

Commit Recency
Oct 27, 2026
17 days since last push
Issue Backlog
0 Open Issues
Healthy Issue Cadence
Community Backing
6 Forks
101 Stars Recorded
Software License
AGPL-3.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for lightsifter/sift-light
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[![Featured on GitHubRepo.cloud](https://githubrepo.cloud/badge/lightsifter/sift-light.svg?metric=featured)](https://githubrepo.cloud/repo/lightsifter/sift-light?utm_source=readme_badge) [![GitHubRepo Stars](https://githubrepo.cloud/badge/lightsifter/sift-light.svg?metric=stars)](https://githubrepo.cloud/repo/lightsifter/sift-light?utm_source=readme_badge) [![GitHubRepo Velocity](https://githubrepo.cloud/badge/lightsifter/sift-light.svg?metric=velocity)](https://githubrepo.cloud/repo/lightsifter/sift-light?utm_source=readme_badge) [![Maintenance Health](https://githubrepo.cloud/badge/lightsifter/sift-light.svg?metric=health)](https://githubrepo.cloud/repo/lightsifter/sift-light?utm_source=readme_badge) [![Global Rank](https://githubrepo.cloud/badge/lightsifter/sift-light.svg?metric=rank)](https://githubrepo.cloud/repo/lightsifter/sift-light?utm_source=readme_badge)

Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#2,419

MOST-STARRED JavaScript

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

sift-light gained 10 stars in the last 30 days, about 1 a day, and now has 101. It is about 1 year old and has averaged roughly 101 stars a year. It ranks #2,419 among JavaScript repositories and #26,501 across all languages on GitHubRepo.

Trending Record

sift-light has maintained a continuous presence across global trending indexes, peaking at #19830. Below is the 30-day activity profile:

💡 Overview

sift-light is an open-source project written in JavaScript: I'm sad: such a great project, yet no one has starred it.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, bun, claude-code. 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 sift-light

⚙ 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

sift-light 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 sift-light.

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 sift-light using your package manager: `npm install sift-light`

2

Initialize your project workspace or configuration file for sift-light.

3

Import sift-light into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `sift-light --help` to verify successful setup.

👍 Strengths

Active community backing with 101 GitHub stars and verified adoption.
Permissive open-source distribution under the AGPL-3.0 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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Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

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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

lightsifter/sift-light is currently ranked #26,501 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#26,340 TAIYYAB-CLOUD/videocharge-studio TypeScript ★ 102 Compare ↗
#26,340 OCEANIC7/weather1-desktop TypeScript ★ 102 Compare ↗
#26,340 gamessoativa-bot/windvd-media-player TypeScript ★ 102 Compare ↗
#26,340 slametmus/xara-3d-maker-desktop TypeScript ★ 102 Compare ↗
#26,340 perdana5758/x-lizard-password-manager TypeScript ★ 102 Compare ↗
#26,501 lightsifter/sift-light This Project JavaScript ★ 101
#26,501 basecamp/cached_externals Ruby ★ 101 Compare ↗
#26,501 jlong/radius Ruby ★ 101 Compare ↗
#26,501 romanbsd/fast-stemmer Ruby ★ 101 Compare ↗
#26,501 yob/em-ftpd Ruby ★ 101 Compare ↗
#26,501 mhroth/jasiohost C++ ★ 101 Compare ↗
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Frequently Asked Questions

What does sift-light do? +

I'm sad: such a great project, yet no one has starred it.

Is sift-light actively maintained in 2026? +

Yes, sift-light is actively maintained. The latest code push was recorded on Oct 27, 2026 (17 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 101 stars and 0 open issues.

What language is sift-light written in? +

The primary language is JavaScript. Topics include: ai-agent, bun, claude-code, codex, context-engineering.

How many stars does sift-light have? +

sift-light has 101 stars and 6 forks on GitHub.

How does sift-light rank among GitHub repositories? +

With 101 stars, lightsifter/sift-light is ranked #26,501 globally across all repositories tracked on GitHubRepo and #2,419 among JavaScript projects.

What license is sift-light distributed under? +

The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.

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