Dotflow is a lightweight Python library for building execution pipelines. It fits the Job Schedulers section as it provides cron-based scheduling with overlap strategies (skip, queue, parallel), alongside pipeline orchestration features.
Hidden Gem justification: Dotflow is a focused, well-documented library actively maintained since 2025. While still growing in stars, it offers a unique combination of zero-infrastructure pipeline execution with built-in retry, checkpoint/resume, and cron scheduling that no other library in this section provides.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/3031
**Author:** [@FernandoCelmer](https://github.com/FernandoCelmer)
**Created:** 4/7/2026
**Status:** ❌ Closed
**Base:** `master` ← **Head:** `add-dotflow`
---
### 📝 Commits (1)
- [`57c77c8`](https://github.com/vinta/awesome-python/commit/57c77c8b6c3909b59f397fc467a091cea37863f5) Add dotflow to Job Schedulers section
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## Why dotflow belongs here
Dotflow is a lightweight Python library for building execution pipelines. It fits the Job Schedulers section as it provides cron-based scheduling with overlap strategies (skip, queue, parallel), alongside pipeline orchestration features.
**Hidden Gem justification:** Dotflow is a focused, well-documented library actively maintained since 2025. While still growing in stars, it offers a unique combination of zero-infrastructure pipeline execution with built-in retry, checkpoint/resume, and cron scheduling that no other library in this section provides.
- GitHub: https://github.com/dotflow-io/dotflow
- PyPI: https://pypi.org/project/dotflow/
- Documentation: https://dotflow-io.github.io/dotflow/
- Python: 3.9–3.13
- License: MIT
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
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📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/3031
Author: @FernandoCelmer
Created: 4/7/2026
Status: ❌ Closed
Base:
master← Head:add-dotflow📝 Commits (1)
57c77c8Add dotflow to Job Schedulers section📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
Why dotflow belongs here
Dotflow is a lightweight Python library for building execution pipelines. It fits the Job Schedulers section as it provides cron-based scheduling with overlap strategies (skip, queue, parallel), alongside pipeline orchestration features.
Hidden Gem justification: Dotflow is a focused, well-documented library actively maintained since 2025. While still growing in stars, it offers a unique combination of zero-infrastructure pipeline execution with built-in retry, checkpoint/resume, and cron scheduling that no other library in this section provides.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.