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JerryZLiu
Home / Swift / Dayflow

JerryZLiu/Dayflow

The automatic work journal/time tracker. Privately turns your screen into a timeline of what you actually accomplished. Open-source and local-first.

Swift ◇ ai MIT
★7.4KSTARS
⑂462FORKS
!114ISSUES
🏆#2,153GLOBAL RANK
🔥44DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

Dayflow is Dayflow is an open-source project written in Swift: The automatic work journal/time tracker. Privately turns your screen into a timeline of what you actually accomplished. Open-source and local-first..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), JerryZLiu/Dayflow has accumulated 7,423 GitHub stars and 462 forks. It is written in Swift, licensed under MIT, and ranks #2,153 globally. It is actively maintained with the latest commit recorded on Nov 10, 2026.”
Repository JerryZLiu/Dayflow ↗
Primary Category ai
Language & Stack Swift
Software License MIT
Community Traction ★ 7.4K stars · ⑂ 462 forks · #2,153 globally
Maintenance ● Active (Last commit: Nov 10, 2026) · 114 open issues
Target Audience Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 97/100 · Grade A+
✅
Is Dayflow actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, Dayflow is actively maintained. Continuous telemetry recorded the last code commit on Nov 10, 2026 (2 days ago). Supported by 7,423 stars and 462 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Nov 10, 2026
2 days since last push
Issue Backlog
114 Open Issues
Healthy Issue Cadence
Community Backing
462 Forks
7.4K Stars Recorded
Software License
MIT
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for JerryZLiu/Dayflow
CSV
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Momentum

+211

STARS · LAST 30 DAYS

7

PER DAY

#61

MOST-STARRED Swift

Window7 days30 days90 days
Stars gained+119+211+630
Per day1777
Forks gained+13+22+23

Dayflow gained 211 stars in the last 30 days, about 7 a day, and now has 7.4K. It is about 1 year old and has averaged roughly 7.4K stars a year. It ranks #61 among Swift repositories and #2,153 across all languages on GitHubRepo.

Trending Record

Dayflow has maintained a continuous presence across global trending indexes, peaking at #356. Below is the 30-day activity profile:

💡 Overview

Dayflow is an open-source project written in Swift: The automatic work journal/time tracker. Privately turns your screen into a timeline of what you actually accomplished. Open-source and local-first.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, chatgpt, claude. 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 Swift 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
$ git clone https://github.com/JerryZLiu/Dayflow.git
cd Dayflow

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Swift 5.9+ / Xcode 15+ (macOS/Linux)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

Dayflow coordinates its core functionality through a modular Swift 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 Dayflow.

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 Dayflow using your package manager: `git clone https://github.com/JerryZLiu/Dayflow.git`

2

Initialize your project workspace or configuration file for Dayflow.

3

Import Dayflow into your codebase or invoke it directly from your terminal.

4

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

👍 Strengths

Active community backing with 7,165 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Swift 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 Swift 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 Swift, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

JerryZLiu/Dayflow is currently ranked #2,153 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#2,148 gocd/gocd Java ★ 7.4K Compare ↗
#2,149 TraderAlice/OpenAlice TypeScript ★ 7.4K Compare ↗
#2,150 gorakhargosh/watchdog Python ★ 7.4K Compare ↗
#2,151 symfony/var-dumper PHP ★ 7.4K Compare ↗
#2,152 sebastianbergmann/php-text-template PHP ★ 7.4K Compare ↗
#2,153 JerryZLiu/Dayflow This Project Swift ★ 7.4K
#2,154 projectcalico/calico Go ★ 7.4K Compare ↗
#2,155 xingkongliang/skills-manager Rust ★ 7.4K Compare ↗
#2,156 wiremock/wiremock Java ★ 7.4K Compare ↗
#2,157 Vanilagy/mediabunny TypeScript ★ 7.4K Compare ↗
#2,158 ml-explore/mlx-lm Python ★ 7.4K Compare ↗
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Frequently Asked Questions

What does Dayflow do? +

The automatic work journal/time tracker. Privately turns your screen into a timeline of what you actually accomplished. Open-source and local-first.

Is Dayflow actively maintained in 2026? +

Yes, Dayflow is actively maintained. The latest code push was recorded on Nov 10, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 7,423 stars and 114 open issues.

What language is Dayflow written in? +

The primary language is Swift. Topics include: ai, chatgpt, claude, gemini, llm.

How many stars does Dayflow have? +

Dayflow has 7,423 stars and 462 forks on GitHub.

How does Dayflow rank among GitHub repositories? +

With 7,423 stars, JerryZLiu/Dayflow is ranked #2,153 globally across all repositories tracked on GitHubRepo and #61 among Swift projects.

What license is Dayflow distributed under? +

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

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