|
| 1 | +# Complete Branch & Version Comparison |
| 2 | + |
| 3 | +**Date**: 2025-12-15 |
| 4 | +**Repository**: SL-Mar/quantcoder-cli |
| 5 | + |
| 6 | +## 🎯 Quick Decision Guide |
| 7 | + |
| 8 | +| What you need | Use this branch | |
| 9 | +|---------------|----------------| |
| 10 | +| **Stable, tested, legacy** | `main` (v0.3) | |
| 11 | +| **Modernized with OpenAI SDK 1.x** | `beta` (v1.0.0) | |
| 12 | +| **AI assistant, autonomous mode** | `gamma` (v2.0.0) | |
| 13 | + |
| 14 | +--- |
| 15 | + |
| 16 | +## 📊 Branch Comparison Table |
| 17 | + |
| 18 | +| Feature | main | beta | gamma | |
| 19 | +|---------|------|------|-------| |
| 20 | +| **Package Name** | `quantcli` | `quantcli` | `quantcoder` | |
| 21 | +| **Version** | 0.3 | 1.0.0 | 2.0.0-alpha.1 | |
| 22 | +| **Last Update** | Dec 2024 | Dec 2025 | Dec 2025 | |
| 23 | +| **Python Required** | ≥3.8 | ≥3.9 | ≥3.10 | |
| 24 | +| **OpenAI SDK** | 0.28 (legacy) | 1.x (modern) | 1.x (modern) | |
| 25 | +| **Packaging** | setup.py | setup.py | pyproject.toml | |
| 26 | +| **Command** | `quantcli` | `quantcli` | `quantcoder` or `qc` | |
| 27 | +| **Total Code** | ~1,426 lines | ~1,874 lines | ~10,000+ lines | |
| 28 | + |
| 29 | +--- |
| 30 | + |
| 31 | +## 🔍 Detailed Comparison |
| 32 | + |
| 33 | +### 📦 MAIN Branch (v0.3) |
| 34 | + |
| 35 | +**Status**: 🟢 Stable Legacy |
| 36 | +**Package**: `quantcli` |
| 37 | +**Last Commit**: `f4b4674 - Update project title in README.md` |
| 38 | + |
| 39 | +#### Structure |
| 40 | +``` |
| 41 | +quantcli/ |
| 42 | +├── __init__.py (empty) |
| 43 | +├── cli.py (217 lines) - Basic Click CLI |
| 44 | +├── gui.py (344 lines) - Tkinter GUI |
| 45 | +├── processor.py (641 lines) - PDF/NLP processing |
| 46 | +├── search.py (109 lines) - CrossRef search |
| 47 | +└── utils.py (115 lines) - Utilities |
| 48 | +``` |
| 49 | + |
| 50 | +#### Features |
| 51 | +- ✅ Basic CLI commands (search, download, summarize, generate-code) |
| 52 | +- ✅ CrossRef article search |
| 53 | +- ✅ PDF processing with pdfplumber |
| 54 | +- ✅ NLP with spacy |
| 55 | +- ✅ Tkinter GUI (interactive mode) |
| 56 | +- ✅ OpenAI GPT integration (SDK 0.28) |
| 57 | +- ❌ No enhanced help (was reverted) |
| 58 | +- ❌ Old OpenAI SDK |
| 59 | +- ❌ No modern features |
| 60 | + |
| 61 | +#### Dependencies |
| 62 | +- OpenAI SDK 0.28 (old) |
| 63 | +- Click, requests, pdfplumber, spacy |
| 64 | +- InquirerPy, pygments |
| 65 | + |
| 66 | +#### Use Case |
| 67 | +- **Legacy projects** requiring old OpenAI SDK |
| 68 | +- **Proven stable** version |
| 69 | +- **Simple workflows** |
| 70 | + |
| 71 | +--- |
| 72 | + |
| 73 | +### 📦 BETA Branch (v1.0.0) |
| 74 | + |
| 75 | +**Status**: 🧪 Testing (Modernized) |
| 76 | +**Package**: `quantcli` |
| 77 | +**Last Commit**: `9a5f173 - Merge pull request #7` |
| 78 | + |
| 79 | +#### Structure |
| 80 | +``` |
| 81 | +quantcli/ |
| 82 | +├── __init__.py (empty) |
| 83 | +├── cli.py (235 lines) - Click CLI |
| 84 | +├── gui.py (349 lines) - Tkinter GUI (lazy imports) |
| 85 | +├── llm_client.py (138 lines) - ✨ NEW: LLM client abstraction |
| 86 | +├── processor.py (691 lines) - Enhanced processing |
| 87 | +├── qc_validator.py (202 lines) - ✨ NEW: QuantConnect validator |
| 88 | +├── search.py (109 lines) - CrossRef search |
| 89 | +└── utils.py (150 lines) - Enhanced utilities |
| 90 | +``` |
| 91 | + |
| 92 | +#### Features |
| 93 | +- ✅ All main branch features |
| 94 | +- ✅ **OpenAI SDK 1.x** (modern) |
| 95 | +- ✅ **LLM client abstraction** (supports multiple providers) |
| 96 | +- ✅ **QuantConnect code validator** |
| 97 | +- ✅ **Lazy GUI imports** (no tkinter errors) |
| 98 | +- ✅ **Improved error handling** |
| 99 | +- ✅ **Better logging** |
| 100 | +- ❌ Still basic CLI (no AI assistant mode) |
| 101 | + |
| 102 | +#### New Files |
| 103 | +- `llm_client.py`: Abstraction for OpenAI/Anthropic/local models |
| 104 | +- `qc_validator.py`: Validates generated QuantConnect code |
| 105 | + |
| 106 | +#### Use Case |
| 107 | +- **Modern OpenAI SDK** compatibility |
| 108 | +- **Better than main** but same workflow |
| 109 | +- **Not yet tested** by user |
| 110 | + |
| 111 | +--- |
| 112 | + |
| 113 | +### 📦 GAMMA Branch (v2.0.0-alpha.1) |
| 114 | + |
| 115 | +**Status**: 🚀 Alpha (Complete Rewrite) |
| 116 | +**Package**: `quantcoder` |
| 117 | +**Last Commit**: `1b7cea5 - Add mobile-friendly branch reorganization tools` |
| 118 | + |
| 119 | +#### Structure |
| 120 | +``` |
| 121 | +quantcoder/ |
| 122 | +├── __init__.py - Version 2.0.0-alpha.1 |
| 123 | +├── cli.py - Modern CLI with subcommands |
| 124 | +├── chat.py - Interactive chat interface |
| 125 | +├── config.py - TOML configuration system |
| 126 | +├── agents/ - Multi-agent architecture |
| 127 | +│ ├── base.py |
| 128 | +│ ├── coordinator.py |
| 129 | +│ ├── universe.py |
| 130 | +│ ├── alpha.py |
| 131 | +│ ├── risk.py |
| 132 | +│ └── strategy.py |
| 133 | +├── autonomous/ - 🤖 Self-learning system |
| 134 | +│ ├── database.py - Learning database (SQLite) |
| 135 | +│ ├── learner.py - Error & performance learning |
| 136 | +│ ├── pipeline.py - Autonomous orchestration |
| 137 | +│ └── prompt_refiner.py - Dynamic prompt enhancement |
| 138 | +├── library/ - 📚 Strategy library builder |
| 139 | +│ ├── taxonomy.py - 10 categories, 86 strategies |
| 140 | +│ ├── coverage.py - Progress tracking |
| 141 | +│ └── builder.py - Systematic building |
| 142 | +├── codegen/ - Code generation |
| 143 | +├── core/ - Core utilities |
| 144 | +├── execution/ - Parallel execution (AsyncIO) |
| 145 | +├── llm/ - LLM providers (OpenAI, Anthropic, Mistral) |
| 146 | +├── mcp/ - Model Context Protocol |
| 147 | +└── tools/ - CLI tools |
| 148 | +``` |
| 149 | + |
| 150 | +#### Features |
| 151 | + |
| 152 | +**🎨 Modern Architecture** |
| 153 | +- ✅ **Vibe CLI-inspired** design (Mistral) |
| 154 | +- ✅ **Interactive chat** interface |
| 155 | +- ✅ **Tool-based architecture** |
| 156 | +- ✅ **TOML configuration** |
| 157 | +- ✅ **Rich terminal UI** |
| 158 | +- ✅ **Persistent context** |
| 159 | + |
| 160 | +**🤖 AI Assistant** |
| 161 | +- ✅ **Multi-agent system** (6 specialized agents) |
| 162 | +- ✅ **Parallel execution** (AsyncIO, 3-5x faster) |
| 163 | +- ✅ **Conversational interface** |
| 164 | +- ✅ **Context-aware responses** |
| 165 | + |
| 166 | +**🧠 Autonomous Mode** (NEW!) |
| 167 | +- ✅ **Self-learning** from errors |
| 168 | +- ✅ **Performance analysis** |
| 169 | +- ✅ **Auto-fix compilation** errors |
| 170 | +- ✅ **Prompt refinement** based on learnings |
| 171 | +- ✅ **SQLite database** for learnings |
| 172 | +- ✅ **Success rate** improves over time (50% → 85%) |
| 173 | + |
| 174 | +**📚 Library Builder** (NEW!) |
| 175 | +- ✅ **10 strategy categories** |
| 176 | +- ✅ **86 strategies** (target) |
| 177 | +- ✅ **Systematic coverage** |
| 178 | +- ✅ **Priority-based** building |
| 179 | +- ✅ **Checkpoint/resume** |
| 180 | +- ✅ **Progress tracking** |
| 181 | + |
| 182 | +**🔧 Advanced Features** |
| 183 | +- ✅ **MCP integration** (QuantConnect) |
| 184 | +- ✅ **Multi-provider LLMs** (OpenAI, Anthropic, Mistral) |
| 185 | +- ✅ **Comprehensive testing** |
| 186 | +- ✅ **Modern packaging** (pyproject.toml) |
| 187 | + |
| 188 | +#### Commands |
| 189 | +```bash |
| 190 | +# Chat mode |
| 191 | +quantcoder chat "Create momentum strategy" |
| 192 | + |
| 193 | +# Autonomous mode |
| 194 | +quantcoder auto start "momentum trading" --max-iterations 50 |
| 195 | + |
| 196 | +# Library builder |
| 197 | +quantcoder library build --comprehensive |
| 198 | + |
| 199 | +# Regular commands (like old CLI) |
| 200 | +quantcoder search "pairs trading" |
| 201 | +quantcoder generate <article-id> |
| 202 | +``` |
| 203 | + |
| 204 | +#### Use Case |
| 205 | +- **AI-powered** strategy generation |
| 206 | +- **Autonomous learning** systems |
| 207 | +- **Library building** from scratch |
| 208 | +- **Research & experimentation** |
| 209 | +- **Cutting edge** features |
| 210 | + |
| 211 | +--- |
| 212 | + |
| 213 | +## 🌿 Archive Branches |
| 214 | + |
| 215 | +These are **not main development branches**: |
| 216 | + |
| 217 | +### feature/enhanced-help-command |
| 218 | +- **Purpose**: Enhanced `--help` documentation + `--version` flag |
| 219 | +- **Status**: ✅ Feature complete, ❌ Reverted from main |
| 220 | +- **Use**: Can be re-merged if needed |
| 221 | + |
| 222 | +### revert-3-feature/enhanced-help-command |
| 223 | +- **Purpose**: Revert PR for enhanced help |
| 224 | +- **Status**: Already merged to main |
| 225 | +- **Use**: Historical record only |
| 226 | + |
| 227 | +### claude/gamma-docs-update-JwrsM |
| 228 | +- **Purpose**: Documentation cleanup for gamma |
| 229 | +- **Status**: Temporary branch, ready to merge |
| 230 | +- **Use**: Merge into gamma when ready |
| 231 | + |
| 232 | +### claude/re-add-enhanced-help-JwrsM |
| 233 | +- **Purpose**: Re-add enhanced help to main |
| 234 | +- **Status**: Ready to merge |
| 235 | +- **Use**: Merge into main if enhanced help is wanted |
| 236 | + |
| 237 | +--- |
| 238 | + |
| 239 | +## 📈 Migration Paths |
| 240 | + |
| 241 | +### From main → beta |
| 242 | +**Reason**: Modernize to OpenAI SDK 1.x |
| 243 | + |
| 244 | +```bash |
| 245 | +# Update code |
| 246 | +git checkout beta |
| 247 | + |
| 248 | +# Update dependencies |
| 249 | +pip install -e . |
| 250 | + |
| 251 | +# Update .env if needed |
| 252 | +OPENAI_API_KEY=sk-... |
| 253 | + |
| 254 | +# Test |
| 255 | +quantcli search "test" |
| 256 | +``` |
| 257 | + |
| 258 | +**Breaking Changes**: |
| 259 | +- OpenAI SDK 0.28 → 1.x (API changed) |
| 260 | +- Python 3.8 → 3.9 minimum |
| 261 | + |
| 262 | +### From main/beta → gamma |
| 263 | +**Reason**: Get AI assistant + autonomous mode |
| 264 | + |
| 265 | +```bash |
| 266 | +# New package name! |
| 267 | +git checkout gamma |
| 268 | + |
| 269 | +# Install |
| 270 | +pip install -e . |
| 271 | + |
| 272 | +# Configure |
| 273 | +quantcoder config |
| 274 | + |
| 275 | +# Try chat mode |
| 276 | +quantcoder chat "Create a momentum strategy" |
| 277 | +``` |
| 278 | + |
| 279 | +**Breaking Changes**: |
| 280 | +- Package name: `quantcli` → `quantcoder` |
| 281 | +- Command name: `quantcli` → `quantcoder` or `qc` |
| 282 | +- Python 3.9 → 3.10 minimum |
| 283 | +- Completely different CLI interface |
| 284 | +- New TOML config system |
| 285 | + |
| 286 | +--- |
| 287 | + |
| 288 | +## 🎯 Recommendations |
| 289 | + |
| 290 | +### For Production Use |
| 291 | +→ **main** (v0.3) |
| 292 | +Most stable, proven, but old SDK |
| 293 | + |
| 294 | +### For Modern SDK |
| 295 | +→ **beta** (v1.0.0) |
| 296 | +Same workflow, updated dependencies |
| 297 | + |
| 298 | +### For AI Features |
| 299 | +→ **gamma** (v2.0.0-alpha.1) |
| 300 | +Complete rewrite, autonomous mode, library builder |
| 301 | + |
| 302 | +--- |
| 303 | + |
| 304 | +## 📊 Version History |
| 305 | + |
| 306 | +``` |
| 307 | +main (0.3) |
| 308 | + ↓ |
| 309 | +beta (1.0.0) ← Modernize OpenAI SDK, add validators |
| 310 | + ↓ |
| 311 | +gamma (2.0.0-alpha.1) ← Complete rewrite, AI assistant |
| 312 | +``` |
| 313 | + |
| 314 | +--- |
| 315 | + |
| 316 | +## 🔧 Current Issues |
| 317 | + |
| 318 | +### All Branches |
| 319 | +- ❌ 75 dependency vulnerabilities (GitHub Dependabot alert) |
| 320 | + - 4 critical, 29 high, 33 moderate, 9 low |
| 321 | + - Should be addressed across all branches |
| 322 | + |
| 323 | +### main |
| 324 | +- ❌ Enhanced help was reverted (basic help only) |
| 325 | +- ❌ Old OpenAI SDK (0.28) |
| 326 | + |
| 327 | +### beta |
| 328 | +- ⚠️ Not tested by user yet |
| 329 | +- ⚠️ Version says 1.0.0 but documentation says 1.1.0-beta.1 |
| 330 | + |
| 331 | +### gamma |
| 332 | +- ⚠️ Alpha quality (testing phase) |
| 333 | +- ⚠️ Version mismatch: pyproject.toml says 2.0.0, __init__.py says 2.0.0-alpha.1 |
| 334 | +- ⚠️ Old setup.py still exists (should remove, use pyproject.toml only) |
| 335 | + |
| 336 | +--- |
| 337 | + |
| 338 | +## ✅ Next Steps |
| 339 | + |
| 340 | +1. **Fix version inconsistencies** in gamma |
| 341 | +2. **Remove old setup.py** from gamma (use pyproject.toml) |
| 342 | +3. **Address security vulnerabilities** across all branches |
| 343 | +4. **Test beta** branch thoroughly |
| 344 | +5. **Decide on enhanced help** for main (merge or leave reverted) |
| 345 | +6. **Archive feature branches** that are no longer needed |
| 346 | + |
| 347 | +--- |
| 348 | + |
| 349 | +**Generated**: 2025-12-15 |
| 350 | +**Tool**: Claude Code |
| 351 | +**Repository**: https://github.com/SL-Mar/quantcoder-cli |
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