rob
5944269ed8
Major refactoring to support flexible AI provider configuration instead of
requiring direct API access. Users can now use whatever AI CLI tool they have
installed (claude, gemini, codex, etc.) without API keys.
## Changes to automation/agents.py
**New Functions:**
- `get_ai_config()` - Reads config from env vars or git config
- Environment: CDEV_AI_PROVIDER, CDEV_AI_COMMAND (highest priority)
- Git config: cascadingdev.aiprovider, cascadingdev.aicommand
- Default: claude-cli with "claude -p '{prompt}'"
- `call_ai_cli()` - Execute AI via CLI command
- Passes content via temp file to avoid shell escaping
- Supports {prompt} placeholder in command template
- 60s timeout with error handling
- Parses JSON from response (with/without code blocks)
- `call_ai_api()` - Direct API access (renamed from call_claude)
- Unchanged functionality
- Now used as fallback option
- `call_ai()` - Unified AI caller
- Try CLI first (if configured)
- Fall back to API (if ANTHROPIC_API_KEY set)
- Graceful failure with warnings
**Updated Functions:**
- `normalize_discussion()` - calls call_ai() instead of call_claude()
- `track_questions()` - calls call_ai() instead of call_claude()
- `track_action_items()` - calls call_ai() instead of call_claude()
- `track_decisions()` - calls call_ai() instead of call_claude()
**Configuration Precedence:**
1. Environment variables (session-scoped)
2. Git config (repo-scoped)
3. Defaults (claude-cli)
## Changes to docs/AUTOMATION.md
**Updated Sections:**
- "Requirements" - Now lists CLI as Option 1 (recommended), API as Option 2
- "Configuration" - Complete rewrite with 5 provider examples:
1. Claude CLI (default)
2. Gemini CLI
3. OpenAI Codex CLI
4. Direct API (Anthropic)
5. Custom AI command
- "Troubleshooting" - Added "AI command failed" section, updated error messages
**New Configuration Examples:**
```bash
# Claude Code (default)
git config cascadingdev.aicommand "claude -p '{prompt}'"
# Gemini
git config cascadingdev.aiprovider "gemini-cli"
git config cascadingdev.aicommand "gemini '{prompt}'"
# Custom
git config cascadingdev.aicommand "my-ai-tool --prompt '{prompt}' --format json"
```
## Benefits
1. **No API Key Required**: Use existing CLI tools (claude, gemini, etc.)
2. **Flexible Configuration**: Git config (persistent) or env vars (session)
3. **Provider Agnostic**: Works with any CLI that returns JSON
4. **Backward Compatible**: Still supports direct API if ANTHROPIC_API_KEY set
5. **User-Friendly**: Defaults to "claude -p" if available
## Testing
- ✅ get_ai_config() tests:
- Default: claude-cli with "claude -p '{prompt}'"
- Git config override: gemini-cli with "gemini '{prompt}'"
- Env var override: codex-cli with "codex '{prompt}'"
- ✅ extract_mentions() still works (no AI required)
- ✅ All 6 workflow tests pass
## Impact
Users with Claude Code installed can now use the automation without any
configuration - it just works! Same for users with gemini or codex CLIs.
Only requires git config setup if using non-default command.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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| assets | ||
| automation | ||
| docs | ||
| src | ||
| tests | ||
| tools | ||
| .gitignore | ||
| AGENTS.md | ||
| CLAUDE.md | ||
| GEMINI.md | ||
| README.md | ||
| VERSION | ||
| pyproject.toml | ||
README.md
CascadingDev (CDev)
CDev — short for Cascading Development — is a Git-native AI–human collaboration framework that automates documentation, discussion summaries, and code review directly within your repository.
It lets you build self-documenting projects where AI assists in generating and maintaining feature discussions, design docs, and implementation plans — all version-controlled alongside your code.
✨ Key Features
- Git-Integrated Workflow — every discussion, decision, and artifact lives in Git.
- Cascading Rules System — nearest
.ai-rules.ymldefines how automation behaves. - Stage-Per-Discussion Model — separate files for feature, design, implementation, testing, and review.
- Pre-commit Hook — automatically maintains summaries, diagrams, and vote tallies.
- Ramble GUI — friendly PySide6/PyQt5 dialog for capturing structured feature requests.
- Deterministic Builds — a reproducible installer bundle you can unzip and run anywhere.
🚀 Quick Start (Developers)
# 1. Create and activate a virtual environment
python3 -m venv .venv
source .venv/bin/activate
pip install --upgrade pip wheel PySide6
# 2. Build the installer bundle
python tools/build_installer.py
# 3. Test-install into a temporary folder
python install/cascadingdev-*/setup_cascadingdev.py --target /tmp/myproject --no-ramble