AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars
⚡ Executive Summary & Quick Facts
Authoritative Sourceautoshade is autoshade is an open-source project written in Rust: AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), skymanbp/autoshade has accumulated 1,249 GitHub stars and 52 forks. It is written in Rust, licensed under MIT, and ranks #7,532 globally. It is actively maintained with the latest commit recorded on Oct 26, 2026.”
| Repository | skymanbp/autoshade ↗ |
|---|---|
| Primary Category | ai photo editing |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 1.2K stars · ⑂ 52 forks · #7,532 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 2 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 92/100 · Grade AYes, autoshade is actively maintained. Continuous telemetry recorded the last code commit on Oct 26, 2026 (17 days ago). Supported by 1,249 stars and 52 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (17 days ago) and healthy issue cadence.
Star History
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+837
STARS · LAST 30 DAYS
28
PER DAY
#731
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +837 | +2.5K |
| Per day | 1 | 28 | 28 |
| Forks gained | +0 | +0 | +10 |
autoshade gained 837 stars in the last 30 days, about 28 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #731 among Rust repositories and #7,532 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#103
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
autoshade has maintained a continuous presence across global trending indexes, peaking at #103. Below is the 30-day activity profile:
💡 Overview
autoshade is an open-source project written in Rust: AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-photo-editing, camera-raw, denoising. 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 Rust 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
$ cargo install autoshade⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
autoshade coordinates its core functionality through a modular Rust 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 autoshade.
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 autoshade using your package manager: `cargo install autoshade`
Initialize your project workspace or configuration file for autoshade.
Import autoshade into your codebase or invoke it directly from your terminal.
Execute your test suite or run `autoshade --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
skymanbp/autoshade is currently ranked #7,532 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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|---|---|---|---|---|
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| #7,532 | skymanbp/autoshade This Project | Rust | ★ 1.2K | |
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Frequently Asked Questions
What does autoshade do? +
AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars
Is autoshade actively maintained in 2026? +
Yes, autoshade is actively maintained. The latest code push was recorded on Oct 26, 2026 (17 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,249 stars and 2 open issues.
What language is autoshade written in? +
The primary language is Rust. Topics include: ai-photo-editing, camera-raw, denoising, gpt, image-processing.
How many stars does autoshade have? +
autoshade has 1,249 stars and 52 forks on GitHub.
How does autoshade rank among GitHub repositories? +
With 1,249 stars, skymanbp/autoshade is ranked #7,532 globally across all repositories tracked on GitHubRepo and #731 among Rust projects.
What license is autoshade distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
