Files
skill-seekers-reference/tests/test_c3_integration.py
yusyus a99e22c639 feat: Multi-Source Synthesis Architecture - Rich Standalone Skills + Smart Combination
BREAKING CHANGE: Major architectural improvements to multi-source skill generation

This commit implements the complete "Multi-Source Synthesis Architecture" where
each source (documentation, GitHub, PDF) generates a rich standalone SKILL.md
file before being intelligently synthesized with source-specific formulas.

## 🎯 Core Architecture Changes

### 1. Rich Standalone SKILL.md Generation (Source Parity)

Each source now generates comprehensive, production-quality SKILL.md files that
can stand alone OR be synthesized with other sources.

**GitHub Scraper Enhancements** (+263 lines):
- Now generates 300+ line SKILL.md (was ~50 lines)
- Integrates C3.x codebase analysis data:
  - C2.5: API Reference extraction
  - C3.1: Design pattern detection (27 high-confidence patterns)
  - C3.2: Test example extraction (215 examples)
  - C3.7: Architectural pattern analysis
- Enhanced sections:
  -  Quick Reference with pattern summaries
  - 📝 Code Examples from real repository tests
  - 🔧 API Reference from codebase analysis
  - 🏗️ Architecture Overview with design patterns
  - ⚠️ Known Issues from GitHub issues
- Location: src/skill_seekers/cli/github_scraper.py

**PDF Scraper Enhancements** (+205 lines):
- Now generates 200+ line SKILL.md (was ~50 lines)
- Enhanced content extraction:
  - 📖 Chapter Overview (PDF structure breakdown)
  - 🔑 Key Concepts (extracted from headings)
  -  Quick Reference (pattern extraction)
  - 📝 Code Examples: Top 15 (was top 5), grouped by language
  - Quality scoring and intelligent truncation
- Better formatting and organization
- Location: src/skill_seekers/cli/pdf_scraper.py

**Result**: All 3 sources (docs, GitHub, PDF) now have equal capability to
generate rich, comprehensive standalone skills.

### 2. File Organization & Caching System

**Problem**: output/ directory cluttered with intermediate files, data, and logs.

**Solution**: New `.skillseeker-cache/` hidden directory for all intermediate files.

**New Structure**:
```
.skillseeker-cache/{skill_name}/
├── sources/          # Standalone SKILL.md from each source
│   ├── httpx_docs/
│   ├── httpx_github/
│   └── httpx_pdf/
├── data/             # Raw scraped data (JSON)
├── repos/            # Cloned GitHub repositories (cached for reuse)
└── logs/             # Session logs with timestamps

output/{skill_name}/  # CLEAN: Only final synthesized skill
├── SKILL.md
└── references/
```

**Benefits**:
-  Clean output/ directory (only final product)
-  Intermediate files preserved for debugging
-  Repository clones cached and reused (faster re-runs)
-  Timestamped logs for each scraping session
-  All cache dirs added to .gitignore

**Changes**:
- .gitignore: Added `.skillseeker-cache/` entry
- unified_scraper.py: Complete reorganization (+238 lines)
  - Added cache directory structure
  - File logging with timestamps
  - Repository cloning with caching/reuse
  - Cleaner intermediate file management
  - Better subprocess logging and error handling

### 3. Config Repository Migration

**Moved to separate config repository**: https://github.com/yusufkaraaslan/skill-seekers-configs

**Deleted from this repo** (35 config files):
- ansible-core.json, astro.json, claude-code.json
- django.json, django_unified.json, fastapi.json, fastapi_unified.json
- godot.json, godot_unified.json, godot_github.json, godot-large-example.json
- react.json, react_unified.json, react_github.json, react_github_example.json
- vue.json, kubernetes.json, laravel.json, tailwind.json, hono.json
- svelte_cli_unified.json, steam-economy-complete.json
- deck_deck_go_local.json, python-tutorial-test.json, example_pdf.json
- test-manual.json, fastapi_unified_test.json, fastmcp_github_example.json
- example-team/ directory (4 files)

**Kept as reference example**:
- configs/httpx_comprehensive.json (complete multi-source example)

**Rationale**:
- Cleaner repository (979+ lines added, 1680 deleted)
- Configs managed separately with versioning
- Official presets available via `fetch-config` command
- Users can maintain private config repos

### 4. AI Enhancement Improvements

**enhance_skill.py** (+125 lines):
- Better integration with multi-source synthesis
- Enhanced prompt generation for synthesized skills
- Improved error handling and logging
- Support for source metadata in enhancement

### 5. Documentation Updates

**CLAUDE.md** (+252 lines):
- Comprehensive project documentation
- Architecture explanations
- Development workflow guidelines
- Testing requirements
- Multi-source synthesis patterns

**SKILL_QUALITY_ANALYSIS.md** (new):
- Quality assessment framework
- Before/after analysis of httpx skill
- Grading rubric for skill quality
- Metrics and benchmarks

### 6. Testing & Validation Scripts

**test_httpx_skill.sh** (new):
- Complete httpx skill generation test
- Multi-source synthesis validation
- Quality metrics verification

**test_httpx_quick.sh** (new):
- Quick validation script
- Subset of features for rapid testing

## 📊 Quality Improvements

| Metric | Before | After | Improvement |
|--------|--------|-------|-------------|
| GitHub SKILL.md lines | ~50 | 300+ | +500% |
| PDF SKILL.md lines | ~50 | 200+ | +300% |
| GitHub C3.x integration |  No |  Yes | New feature |
| PDF pattern extraction |  No |  Yes | New feature |
| File organization | Messy | Clean cache | Major improvement |
| Repository cloning | Always fresh | Cached reuse | Faster re-runs |
| Logging | Console only | Timestamped files | Better debugging |
| Config management | In-repo | Separate repo | Cleaner separation |

## 🧪 Testing

All existing tests pass:
- test_c3_integration.py: Updated for new architecture
- 700+ tests passing
- Multi-source synthesis validated with httpx example

## 🔧 Technical Details

**Modified Core Files**:
1. src/skill_seekers/cli/github_scraper.py (+263 lines)
   - _generate_skill_md(): Rich content with C3.x integration
   - _format_pattern_summary(): Design pattern summaries
   - _format_code_examples(): Test example formatting
   - _format_api_reference(): API reference from codebase
   - _format_architecture(): Architectural pattern analysis

2. src/skill_seekers/cli/pdf_scraper.py (+205 lines)
   - _generate_skill_md(): Enhanced with rich content
   - _format_key_concepts(): Extract concepts from headings
   - _format_patterns_from_content(): Pattern extraction
   - Code examples: Top 15, grouped by language, better quality scoring

3. src/skill_seekers/cli/unified_scraper.py (+238 lines)
   - __init__(): Cache directory structure
   - _setup_logging(): File logging with timestamps
   - _clone_github_repo(): Repository caching system
   - _scrape_documentation(): Move to cache, better logging
   - Better subprocess handling and error reporting

4. src/skill_seekers/cli/enhance_skill.py (+125 lines)
   - Multi-source synthesis awareness
   - Enhanced prompt generation
   - Better error handling

**Minor Updates**:
- src/skill_seekers/cli/codebase_scraper.py (+3 lines): Minor improvements
- src/skill_seekers/cli/test_example_extractor.py: Quality scoring adjustments
- tests/test_c3_integration.py: Test updates for new architecture

## 🚀 Migration Guide

**For users with existing configs**:
No action required - all existing configs continue to work.

**For users wanting official presets**:
```bash
# Fetch from official config repo
skill-seekers fetch-config --name react --target unified

# Or use existing local configs
skill-seekers unified --config configs/httpx_comprehensive.json
```

**Cache directory**:
New `.skillseeker-cache/` directory will be created automatically.
Safe to delete - will be regenerated on next run.

## 📈 Next Steps

This architecture enables:
-  Source parity: All sources generate rich standalone skills
-  Smart synthesis: Each combination has optimal formula
-  Better debugging: Cached files and logs preserved
-  Faster iteration: Repository caching, clean output
- 🔄 Future: Multi-platform enhancement (Gemini, GPT-4) - planned
- 🔄 Future: Conflict detection between sources - planned
- 🔄 Future: Source prioritization rules - planned

## 🎓 Example: httpx Skill Quality

**Before**: 186 lines, basic synthesis, missing data
**After**: 640 lines with AI enhancement, A- (9/10) quality

**What changed**:
- All C3.x analysis data integrated (patterns, tests, API, architecture)
- GitHub metadata included (stars, topics, languages)
- PDF chapter structure visible
- Professional formatting with emojis and clear sections
- Real-world code examples from test suite
- Design patterns explained with confidence scores
- Known issues with impact assessment

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2026-01-11 23:01:07 +03:00

388 lines
14 KiB
Python

#!/usr/bin/env python3
"""
Integration tests for C3.5 - Architectural Overview & Skill Integrator
Tests the integration of C3.x codebase analysis features into unified skills:
- Default ON behavior for enable_codebase_analysis
- --skip-codebase-analysis CLI flag
- ARCHITECTURE.md generation with 8 sections
- C3.x reference directory structure
- Graceful degradation on failures
"""
import os
import json
import pytest
import tempfile
import shutil
from pathlib import Path
from unittest.mock import Mock, patch, MagicMock
# Import modules to test
from skill_seekers.cli.unified_scraper import UnifiedScraper
from skill_seekers.cli.unified_skill_builder import UnifiedSkillBuilder
from skill_seekers.cli.config_validator import ConfigValidator
class TestC3Integration:
"""Test C3.5 integration features."""
@pytest.fixture
def temp_dir(self):
"""Create temporary directory for tests."""
temp = tempfile.mkdtemp()
yield temp
shutil.rmtree(temp, ignore_errors=True)
@pytest.fixture
def mock_config(self, temp_dir):
"""Create mock unified config with GitHub source."""
return {
'name': 'test-c3',
'description': 'Test C3.5 integration',
'merge_mode': 'rule-based',
'sources': [
{
'type': 'github',
'repo': 'test/repo',
'local_repo_path': temp_dir,
'enable_codebase_analysis': True,
'ai_mode': 'none'
}
]
}
@pytest.fixture
def mock_c3_data(self):
"""Create mock C3.x analysis data."""
return {
'patterns': [
{
'file_path': 'src/factory.py',
'patterns': [
{
'pattern_type': 'Factory',
'class_name': 'WidgetFactory',
'confidence': 0.95,
'indicators': ['create_method', 'product_interface']
}
]
}
],
'test_examples': {
'total_examples': 15,
'high_value_count': 9,
'examples': [
{
'description': 'Create widget instance',
'category': 'instantiation',
'confidence': 0.85,
'file_path': 'tests/test_widget.py',
'code_snippet': 'widget = Widget(name="test")'
}
],
'examples_by_category': {
'instantiation': 5,
'method_call': 6,
'workflow': 4
}
},
'how_to_guides': {
'guides': [
{
'id': 'create_widget',
'title': 'How to create a widget',
'description': 'Step-by-step guide',
'steps': [
{
'action': 'Import Widget class',
'code_example': 'from widgets import Widget',
'language': 'python'
}
]
}
],
'total_count': 1
},
'config_patterns': {
'config_files': [
{
'relative_path': 'config.json',
'type': 'json',
'purpose': 'Application configuration',
'settings': [
{'key': 'debug', 'value': 'true', 'value_type': 'boolean'}
]
}
],
'ai_enhancements': {
'overall_insights': {
'security_issues_found': 1,
'recommended_actions': ['Move secrets to .env']
}
}
},
'architecture': {
'patterns': [
{
'pattern_name': 'MVC',
'confidence': 0.89,
'framework': 'Flask',
'evidence': ['models/ directory', 'views/ directory', 'controllers/ directory']
}
],
'frameworks_detected': ['Flask', 'SQLAlchemy'],
'languages': {'python': 42, 'javascript': 8},
'directory_structure': {
'src': 25,
'tests': 15,
'docs': 3
}
}
}
def test_codebase_analysis_enabled_by_default(self, mock_config, temp_dir):
"""Test that enable_codebase_analysis defaults to True."""
# Config with GitHub source but no explicit enable_codebase_analysis
config_without_flag = {
'name': 'test',
'description': 'Test',
'sources': [
{
'type': 'github',
'repo': 'test/repo',
'local_repo_path': temp_dir
}
]
}
# Save config
config_path = os.path.join(temp_dir, 'config.json')
with open(config_path, 'w') as f:
json.dump(config_without_flag, f)
# Create scraper
scraper = UnifiedScraper(config_path)
# Verify default is True
github_source = scraper.config['sources'][0]
assert github_source.get('enable_codebase_analysis', True) == True
def test_skip_codebase_analysis_flag(self, mock_config, temp_dir):
"""Test --skip-codebase-analysis CLI flag disables analysis."""
# Save config
config_path = os.path.join(temp_dir, 'config.json')
with open(config_path, 'w') as f:
json.dump(mock_config, f)
# Create scraper
scraper = UnifiedScraper(config_path)
# Simulate --skip-codebase-analysis flag behavior
for source in scraper.config.get('sources', []):
if source['type'] == 'github':
source['enable_codebase_analysis'] = False
# Verify flag disabled it
github_source = scraper.config['sources'][0]
assert github_source['enable_codebase_analysis'] == False
def test_architecture_md_generation(self, mock_config, mock_c3_data, temp_dir):
"""Test ARCHITECTURE.md is generated with all 8 sections."""
# Create skill builder with C3.x data
scraped_data = {
'github': {
'data': {
'readme': 'Test README',
'c3_analysis': mock_c3_data
}
}
}
builder = UnifiedSkillBuilder(mock_config, scraped_data)
builder.skill_dir = temp_dir
# Generate C3.x references
c3_dir = os.path.join(temp_dir, 'references', 'codebase_analysis')
os.makedirs(c3_dir, exist_ok=True)
builder._generate_architecture_overview(c3_dir, mock_c3_data)
# Verify ARCHITECTURE.md exists
arch_file = os.path.join(c3_dir, 'ARCHITECTURE.md')
assert os.path.exists(arch_file)
# Read and verify content
with open(arch_file, 'r') as f:
content = f.read()
# Verify all 8 sections exist
assert '## 1. Overview' in content
assert '## 2. Architectural Patterns' in content
assert '## 3. Technology Stack' in content
assert '## 4. Design Patterns' in content
assert '## 5. Configuration Overview' in content
assert '## 6. Common Workflows' in content
assert '## 7. Usage Examples' in content
assert '## 8. Entry Points & Directory Structure' in content
# Verify specific data is present
assert 'MVC' in content
assert 'Flask' in content
assert 'Factory' in content
assert '15 usage example(s)' in content or '15 total' in content
assert 'Security Alert' in content
def test_c3_reference_directory_structure(self, mock_config, mock_c3_data, temp_dir):
"""Test correct C3.x reference directory structure is created."""
scraped_data = {
'github': {
'data': {
'readme': 'Test README',
'c3_analysis': mock_c3_data
}
}
}
builder = UnifiedSkillBuilder(mock_config, scraped_data)
builder.skill_dir = temp_dir
# Generate C3.x references
c3_dir = os.path.join(temp_dir, 'references', 'codebase_analysis')
os.makedirs(c3_dir, exist_ok=True)
builder._generate_architecture_overview(c3_dir, mock_c3_data)
builder._generate_pattern_references(c3_dir, mock_c3_data.get('patterns'))
builder._generate_example_references(c3_dir, mock_c3_data.get('test_examples'))
builder._generate_guide_references(c3_dir, mock_c3_data.get('how_to_guides'))
builder._generate_config_references(c3_dir, mock_c3_data.get('config_patterns'))
builder._copy_architecture_details(c3_dir, mock_c3_data.get('architecture'))
# Verify directory structure
assert os.path.exists(os.path.join(c3_dir, 'ARCHITECTURE.md'))
assert os.path.exists(os.path.join(c3_dir, 'patterns'))
assert os.path.exists(os.path.join(c3_dir, 'examples'))
assert os.path.exists(os.path.join(c3_dir, 'guides'))
assert os.path.exists(os.path.join(c3_dir, 'configuration'))
assert os.path.exists(os.path.join(c3_dir, 'architecture_details'))
# Verify index files
assert os.path.exists(os.path.join(c3_dir, 'patterns', 'index.md'))
assert os.path.exists(os.path.join(c3_dir, 'examples', 'index.md'))
assert os.path.exists(os.path.join(c3_dir, 'guides', 'index.md'))
assert os.path.exists(os.path.join(c3_dir, 'configuration', 'index.md'))
assert os.path.exists(os.path.join(c3_dir, 'architecture_details', 'index.md'))
# Verify JSON data files
assert os.path.exists(os.path.join(c3_dir, 'patterns', 'detected_patterns.json'))
assert os.path.exists(os.path.join(c3_dir, 'examples', 'test_examples.json'))
assert os.path.exists(os.path.join(c3_dir, 'configuration', 'config_patterns.json'))
def test_graceful_degradation_on_c3_failure(self, mock_config, temp_dir):
"""Test skill builds even if C3.x analysis fails."""
# Mock _run_c3_analysis to raise exception
with patch('skill_seekers.cli.unified_scraper.UnifiedScraper._run_c3_analysis') as mock_c3:
mock_c3.side_effect = Exception("C3.x analysis failed")
# Save config
config_path = os.path.join(temp_dir, 'config.json')
with open(config_path, 'w') as f:
json.dump(mock_config, f)
# Mock GitHubScraper
with patch('skill_seekers.cli.unified_scraper.GitHubScraper') as mock_github:
mock_github.return_value.scrape.return_value = {
'readme': 'Test README',
'issues': [],
'releases': []
}
scraper = UnifiedScraper(config_path)
# This should not raise an exception
try:
scraper._scrape_github(mock_config['sources'][0])
# If we get here, graceful degradation worked
assert True
except Exception as e:
pytest.fail(f"Should handle C3.x failure gracefully but raised: {e}")
def test_config_validator_accepts_c3_properties(self, temp_dir):
"""Test config validator accepts new C3.5 properties."""
config = {
'name': 'test',
'description': 'Test',
'sources': [
{
'type': 'github',
'repo': 'test/repo',
'enable_codebase_analysis': True,
'ai_mode': 'auto'
}
]
}
# Save config
config_path = os.path.join(temp_dir, 'config.json')
with open(config_path, 'w') as f:
json.dump(config, f)
# Validate
validator = ConfigValidator(config_path)
assert validator.validate() == True
def test_config_validator_rejects_invalid_ai_mode(self, temp_dir):
"""Test config validator rejects invalid ai_mode values."""
config = {
'name': 'test',
'description': 'Test',
'sources': [
{
'type': 'github',
'repo': 'test/repo',
'ai_mode': 'invalid_mode' # Invalid!
}
]
}
# Save config
config_path = os.path.join(temp_dir, 'config.json')
with open(config_path, 'w') as f:
json.dump(config, f)
# Validate should raise
validator = ConfigValidator(config_path)
with pytest.raises(ValueError, match="Invalid ai_mode"):
validator.validate()
def test_skill_md_includes_c3_summary(self, mock_config, mock_c3_data, temp_dir):
"""Test SKILL.md includes C3.x architecture summary."""
scraped_data = {
'github': {
'data': {
'readme': 'Test README',
'c3_analysis': mock_c3_data
}
}
}
builder = UnifiedSkillBuilder(mock_config, scraped_data)
builder.skill_dir = temp_dir
builder._generate_skill_md()
# Read SKILL.md
skill_file = os.path.join(temp_dir, 'SKILL.md')
with open(skill_file, 'r') as f:
content = f.read()
# Verify C3.x summary section exists
assert '## 🏗️ Architecture & Code Analysis' in content
assert 'Primary Architecture' in content
assert 'MVC' in content
assert 'Design Patterns' in content
assert 'Factory' in content
assert 'references/codebase_analysis/ARCHITECTURE.md' in content
if __name__ == '__main__':
pytest.main([__file__, '-v'])