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AI-powered GitHub issue creation and management system for Django with conversational UX and LLM enhancement

Project description

Django Issue Capture

AI-powered GitHub issue creation and management system for Django with LLM enhancement.

Features

  • AI-Powered Issue Generation: Use LiteLLM to generate comprehensive issues from basic descriptions
  • Model Optionality: Support for OpenAI, Anthropic, Ollama, and any LiteLLM-compatible provider
  • GitHub Integration: Direct promotion of issues to GitHub repositories
  • Template System: Predefined templates for bugs, features, tasks, and enhancements
  • HTMX Admin: Interactive admin interface with one-click GitHub promotion
  • Markdown Support: Full markdown rendering with sanitization

Installation

pip install django-issue-capture

Quick Start

  1. Add to INSTALLED_APPS:
INSTALLED_APPS = [
    # ...
    "solo",  # Required dependency
    "django_markdownify",  # For markdown rendering
    "django_issue_capture",
]
  1. Add context processor (optional, for floating button):
TEMPLATES = [{
    'OPTIONS': {
        'context_processors': [
            # ...
            'django_issue_capture.context_processors.issue_capture_settings',
        ],
    },
}]
  1. Include URLs:
from django.urls import include, path

urlpatterns = [
    # ...
    path("issues/", include("django_issue_capture.urls")),
]
  1. Run migrations:
python manage.py migrate
  1. Configure in Django Admin:

Navigate to Issue Capture Settings and configure:

  • GitHub: Repository (owner/repo) and Personal Access Token
  • LLM: API key and model (e.g., gpt-4o-mini, anthropic/claude-3-5-sonnet-20241022)
  1. Set up issue templates:
python manage.py setup_issue_templates

Configuration

LLM Models

This package uses LiteLLM for model optionality. Use the format provider/model-name:

Provider Model Format API Key Prefix
OpenAI gpt-4o-mini, gpt-4o sk-...
Anthropic anthropic/claude-3-5-sonnet-20241022 sk-ant-...
Ollama (local) ollama_chat/llama3, ollama_chat/mistral (none)
Azure OpenAI azure/deployment-name (Azure key)

Note: OpenAI models work without a prefix. Most other providers require the provider/ prefix.

See LiteLLM providers for the full list.

GitHub Integration

To promote issues to GitHub, you need a Personal Access Token (PAT) with the appropriate permissions.

Creating a Personal Access Token

Option 1: Fine-grained token (Recommended)

Fine-grained tokens provide more granular control and are GitHub's recommended approach:

  1. Go to GitHub Settings
  2. Click Developer settings (bottom of left sidebar)
  3. Click Personal access tokensFine-grained tokens
  4. Click Generate new token
  5. Configure the token:
    • Token name: e.g., "Django Issue Capture"
    • Expiration: Choose based on your security requirements
    • Repository access: Select "Only select repositories" and choose the target repo(s)
    • Permissions: Under "Repository permissions", set:
      • Issues: Read and write (required to create issues)
      • Metadata: Read-only (automatically selected)
  6. Click Generate token
  7. Copy the token immediately (it won't be shown again)

Option 2: Classic token

Classic tokens are simpler but have broader access:

  1. Go to GitHub Settings
  2. Click Developer settings (bottom of left sidebar)
  3. Click Personal access tokensTokens (classic)
  4. Click Generate new tokenGenerate new token (classic)
  5. Configure the token:
    • Note: e.g., "Django Issue Capture"
    • Expiration: Choose based on your security requirements
    • Scopes: Select repo (grants full control of private repositories, including issues)
  6. Click Generate token
  7. Copy the token immediately (it won't be shown again)

Required Permissions

Permission Type Purpose
Issues Read and write Create and manage issues in the repository
Metadata Read-only Access repository metadata (auto-included)

Note: Classic tokens with repo scope grant broader access than needed. For production use, fine-grained tokens with minimal permissions are recommended.

Adding the Token to Django

  1. Navigate to Django Admin → Issue Capture Settings
  2. Enter your GitHub repository in the format owner/repo (e.g., octocat/hello-world)
  3. Paste your Personal Access Token in the GitHub API key field
  4. Save the settings

Environment Variables (Production)

For production, use environment variables:

# settings.py
from django.conf import settings

# Override singleton defaults with env vars
ISSUE_CAPTURE_LLM_API_KEY = os.getenv("ISSUE_CAPTURE_LLM_API_KEY")
ISSUE_CAPTURE_GITHUB_API_KEY = os.getenv("GITHUB_API_KEY")

Usage

Create Issue via UI

  1. Navigate to /issues/create/
  2. Choose creation mode:
    • Standard Form: Manual entry with all fields
    • AI Quick Generate: One-shot AI enhancement from basic input

Promote to GitHub

  1. View issues at /issues/list/
  2. Click issue to view details
  3. Click "Promote to GitHub" (or use admin interface)

Admin Interface

The Django admin provides:

  • Issue management with status tracking
  • One-click GitHub promotion (HTMX-powered)
  • Template configuration

Development

# Clone and install
git clone https://github.com/directory-platform/django-issue-capture
cd django-issue-capture
uv sync --extra dev

# Run tests
PYTHONPATH=. uv run python tests/manage.py test

# Run quality checks
ruff check src/ tests/
ruff format src/ tests/
mypy src/

Dependencies

  • Django ≥ 4.2
  • django-solo ≥ 2.0
  • shortuuid ≥ 1.0
  • requests ≥ 2.32
  • litellm ≥ 1.70
  • django-markdownify ≥ 0.9

License

MIT License - see LICENSE file for details.

Contributing

Contributions welcome! Please:

  1. Fork the repository
  2. Create a feature branch
  3. Add tests for new functionality
  4. Ensure all tests pass
  5. Submit a pull request

Releasing

See RELEASING.md for instructions on publishing new versions to PyPI.

Support

Credits

Part of the Directory Platform ecosystem. Extracted from directory-builder.

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