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ljcooke
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ljcooke/see

Python's dir() for humans.

Python ◇ developer-tools BSD-3-Clause
★246STARS
⑂18FORKS
!4ISSUES
🏆#8,633GLOBAL RANK
🔥8DAYS TRENDING
🚀
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,073

MOST-STARRED Python

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

see gained 10 stars in the last 30 days, about 1 a day, and now has 246. It is about 18 years old and has averaged roughly 14 stars a year. It ranks #1,073 among Python repositories and #8,633 across all languages on GitHubRepo.

Trending Record

see has maintained a continuous presence across global trending indexes, peaking at #4044. Below is the 30-day activity profile:

💡 Overview

see is an open-source project written in Python: Python's dir() for humans.

Engineered for speed, consistency, and developer ease, it solves common hurdles in developer-tools, pypi, python. 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 Python 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
$ pip install see

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

see coordinates its core functionality through a modular Python 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

Command-Line Automation

Execute automated build, deployment, and maintenance tasks directly from the terminal.

CI/CD Workflow Integration

Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.

Developer Environment Setup

Standardize local engineering workstations with single-binary utility commands.

Scripting & Pipeline Orchestration

Chain complex multi-stage scripts with reliable error reporting and exits.

🚀 Getting Started

1

Install see using your package manager: `pip install see`

2

Initialize your project workspace or configuration file for see.

3

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

4

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

👍 Strengths

Active community backing with 246 GitHub stars and verified adoption.
Permissive open-source distribution under the BSD-3-Clause license.
Built in Python 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 Python 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.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

ljcooke/see is currently ranked #8,633 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#8,615 jarradseers/consign JavaScript ★ 247 Compare ↗
#8,615 clintecker/python-googleanalytics Python ★ 247 Compare ↗
#8,615 Rdiger-36/HaspelSync JavaScript ★ 247 Compare ↗
#8,615 bootgly/bootgly PHP ★ 247 Compare ↗
#8,615 bluelearn-org/bluelearn TypeScript ★ 247 Compare ↗
#8,633 ljcooke/see This Project Python ★ 246
#8,633 youcci/playport Kotlin ★ 246 Compare ↗
#8,633 I7T5/Edmund Swift ★ 246 Compare ↗
#8,633 vinnavannewton/project-monitorize Python ★ 246 Compare ↗
#8,633 HamptonMakes/make_resourceful Ruby ★ 246 Compare ↗
#8,633 DenizenScript/Denizen Java ★ 246 Compare ↗

Frequently Asked Questions

What does see do? +

Python's dir() for humans.

What language is see written in? +

The primary language is Python. Topics include: developer-tools, pypi, python, python-development, python-library.

Is see actively maintained? +

Yes, the last recorded push was on Jan 13, 2025 with 4 open issues being tracked.

How many stars does see have? +

see has 246 stars and 18 forks on GitHub.

How does see rank among GitHub repositories? +

With 246 stars, ljcooke/see is ranked #8,633 globally across all repositories tracked on GitHubRepo and #1,073 among Python projects.

What license is see distributed under? +

The repository reports a BSD-3-Clause license. Always verify the repository LICENSE file for legal terms.

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