AI-powered GitHub contribution forecasting and automation agent
Project description
Here's your comprehensive, professional-grade README.md for contribcast — tailored to appeal to both new and experienced developers:
# 📈 Contribcast
**AI-powered GitHub contribution forecasting, issue suggestion, and productivity assistant — straight from your terminal.**
---
## 🚀 What is Contribcast?
`contribcast` is a Python CLI tool that helps developers:
- Forecast and visualize their GitHub contributions 📊
- Get weekly reflection and motivational insights from AI 🧠
- Discover trending beginner-friendly issues tailored to your stack 🔍
- Automatically draft and submit PRs to practice contributing 💻
- Schedule Slack reminders and generate dynamic README.md files 📝
- Empower both beginner and advanced developers to stay consistent
Whether you're new to open source or a seasoned contributor, Contribcast keeps your contribution game strong, organized, and automated.
---
## 📦 Features at a Glance
| Category | Features |
|----------|----------|
| 📊 Analytics | `--forecast`, `--heatmap`, `--streak`, `--weekly-summary`, `--compare` |
| 🧠 Smart AI Insights | `--reflect`, `--goal`, `--suggest`, `--domain ai/react`, `--generate-readme` |
| 🔍 Issue Discovery | `--suggest-issue`, `--auto-pr`, `--domain`, `--schedule-weekly` |
| 🛠️ Productivity | `--export-csv`, `--export-json`, `--save-heatmap`, `--notify-user` |
| 🤖 Automation | Draft PRs to GitHub issues, generate README.md using AI |
| 💬 Team Tools | Slack DM fallback, weekly drops to your team’s Slack channel |
---
## ✅ Requirements
- **Python 3.11+**
- A GitHub personal access token with `repo` scope
- An OpenAI API key
- A Slack bot token (if using Slack integration)
---
## 🔐 Environment Variables
Before using Contribcast, create a `.env` file or export these in your terminal:
```bash
export GITHUB_TOKEN=ghp_your_token_here
export GITHUB_USERNAME=your_github_username
export OPENAI_API_KEY=sk-proj-7p0_STw-Dp
export SLACK_BOT_TOKEN=xoxb-your-slack-token
export SLACK_CHANNEL=#your-slack-channel
export WHATSAPP_TO=whatsapp:+234xxxxxxxxxx # Optional
export TWILIO_SID=your_twilio_sid
export TWILIO_AUTH=your_twilio_auth_token
🔧 Installation
git clone https://github.com/your-username/contribcast.git
cd contribcast
python3.11 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
To run globally (optional):
pip install .
🧠 Examples
Forecast Contributions
contribcast adesoji1 --forecast
Visualize Your GitHub Heatmap
contribcast adesoji1 --heatmap
Get Weekly Reflection from AI
contribcast adesoji1 --reflect --notify-user @adesoji
Discover Trending Issues + Auto PR
contribcast adesoji1 --suggest-issue --auto-pr auto
Generate README for Your Local Project
contribcast adesoji1 --generate-readme
Replace
adesoji1with your GitHub username.
🧠 Why Contribcast?
🔥 For New Developers:
- Discover beginner-friendly issues in trending repos
- Automatically generate your first PRs with guidance
- Get motivational nudges to build consistency
💼 For Experienced Developers:
- Monitor contribution trends across your team
- Automate contribution goals with AI planning
- Save time with weekly Slack drops and batch automation
🗓️ Optional: Schedule Weekly Suggestions
Run once (e.g. with cron or tmux):
python contribcast/scheduler.py
This sends weekly issue suggestions to your Slack every Monday at 09:00 AM.
📚 See All CLI Commands
contribcast adesoji1 --commands
🧪 Testing Your Setup
To validate that everything works:
contribcast adesoji1 --forecast
contribcast adesoji1 --suggest-issue --auto-pr auto
contribcast adesoji1 --generate-readme
If these commands succeed, you're all set, don't forget to replace adesoji1 with your github username, !
🧠 Powered By
- 🧠 LangChain
- 🔍 GitHub REST & GraphQL APIs
- 💬 OpenAI GPT-3.5
- 📡 Twilio & Slack SDKs
💡 Future Roadmap
- Auto-plan contributions weekly
- Multi-user comparison dashboard
- GitHub Action integration
- Telegram notifications
- VSCode extension for inline usage
✨ Author
Made with ❤️ by Adesoji Alu
Feel free to contribute or fork. Keep contributing and cast your commit spells 🧙🏽♂️✨
📜 License
MIT License
The MIT License is a permissive open-source license that grants users broad rights to use, copy, modify, merge, publish, distribute, sublicense, and sell software, including the associated documentation, with minimal restrictions. Essentially, you're free to do almost anything with the licensed software, as long as you include the original copyright notice and license text in any distribution
ERRORS
You might be faced with openai.RateLimitError: Error code: 429 , slack or whatsapp token error if you pass in the wrong credentials
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file contribcast-0.1.0.tar.gz.
File metadata
- Download URL: contribcast-0.1.0.tar.gz
- Upload date:
- Size: 18.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0fc2336bdd7dafa81772aa49b2906b4fa0726ff678183c02134163f25fd08973
|
|
| MD5 |
797f7e4b6f4a5b9225efd7bf9dc2e284
|
|
| BLAKE2b-256 |
63626266edad98015d220a938bcc24a547acfbc38e26a30d60e722a6d4ab07e6
|
File details
Details for the file contribcast-0.1.0-py3-none-any.whl.
File metadata
- Download URL: contribcast-0.1.0-py3-none-any.whl
- Upload date:
- Size: 18.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
091cfdaa359a04afc3ef04bdb77f8bd6f19c05e15460783226a7ee9f12b7c337
|
|
| MD5 |
1f94313c4ee6b45aa1259f9a13ade826
|
|
| BLAKE2b-256 |
dd3bb68b1269b8fc30e303de502712a7584ef8c8fc723a488716183c9202d9f6
|