## Problem
Framework detection was broken because files with only imports (no
classes/functions) were excluded from analysis. The architectural pattern
detector received empty file lists, resulting in 0 frameworks detected.
## Root Cause
In codebase_scraper.py:873-881, the has_content check filtered out files
that didn't have classes, functions, or other structural elements. This
excluded simple __init__.py files that only contained import statements,
which are critical for framework detection.
## Solution (3 parts)
1. **Extract imports from Python files** (code_analyzer.py:140-178)
- Added import extraction using AST (ast.Import, ast.ImportFrom)
- Returns imports list in analysis results
- Now captures: "from flask import Flask" → ["flask"]
2. **Include import-only files** (codebase_scraper.py:873-881)
- Updated has_content check to include files with imports
- Files with imports are now included in analysis results
- Comment added: "IMPORTANT: Include files with imports for framework
detection (fixes#239)"
3. **Enhance framework detection** (architectural_pattern_detector.py:195-240)
- Extract imports from all Python files in analysis
- Check imports in addition to file paths and directory structure
- Prioritize import-based detection (high confidence)
- Require 2+ matches for path-based detection (avoid false positives)
- Added debug logging: "Collected N imports for framework detection"
## Results
**Before fix:**
- Test Flask project: 0 files analyzed, 0 frameworks detected
- Files with imports: excluded from analysis
- Framework detection: completely broken
**After fix:**
- Test Flask project: 3 files analyzed, Flask detected ✅
- Files with imports: included in analysis
- Framework detection: working correctly
- No false positives (ASP.NET, Rails, etc.)
## Testing
Added comprehensive test suite (tests/test_framework_detection.py):
- ✅ test_flask_framework_detection_from_imports
- ✅ test_files_with_imports_are_included
- ✅ test_no_false_positive_frameworks
All existing tests pass:
- ✅ 38 tests in test_codebase_scraper.py
- ✅ 54 tests in test_code_analyzer.py
- ✅ 3 new tests in test_framework_detection.py
## Impact
- Fixes issue #239 completely
- Framework detection now works for Python projects
- Import-only files (common in Python packages) are properly analyzed
- No performance impact (import extraction is fast)
- No breaking changes to existing functionality
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Problem:
The analyze command created duplicate documentation directories:
- output/skill-seekers/documentation/ (1.5MB) - Not referenced
- output/skill-seekers/references/documentation/ (1.5MB) - Referenced
This wasted 1.5MB per skill (50% duplication).
Root Cause:
_generate_references() copied directories to references/ but never
cleaned up the source directories.
Solution:
After copying each directory to references/, immediately remove the
source directory using shutil.rmtree(). SKILL.md only references
references/{target}, making the source directories redundant.
Changes:
- Add cleanup in _generate_references() after each copytree operation
- Add 2 comprehensive tests to verify no duplicate directories
- Test coverage: 38/38 tests passing in test_codebase_scraper.py
Impact:
- Saves 1.5MB per skill (documentation size varies)
- Prevents 50% duplication of all analysis output directories
- Clean, efficient disk usage
Tests Added:
- test_no_duplicate_directories_created: Verifies source cleanup
- test_no_disk_space_wasted: Verifies single copy in references/
Reported by: @yangshare via Issue #279
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Add comprehensive developer-focused sections to improve onboarding and
productivity:
- ⚡ Quick Command Reference: Most-used commands for instant access
- 🧪 Test Execution Strategy: Detailed guide on when to use test markers
- 🔄 Expanded CI/CD Pipeline: Complete breakdown of GitHub Actions workflow
- 🚨 Common Pitfalls & Solutions: 7 common issues with fixes
- 🎯 Where to Make Changes: File-by-file guide for common tasks
- 🐛 Debugging Tips: Comprehensive debugging guide with pytest options
Changes:
- Added 478 lines of practical developer guidance
- Enhanced 3 existing sections with more detail
- Maintained all original comprehensive architecture documentation
- File grew from 1,021 to 1,487 lines
Impact: Significantly improves developer experience by providing quick
access to essential commands, clear debugging workflows, and explicit
guidance on where to make changes for common tasks.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Added comprehensive integration tests using the exact MikroORM URLs that
caused 404 errors in the original bug report.
Test Coverage (6 integration tests):
1. test_mikro_orm_urls_from_issue_277
- Tests exact URLs from the bug report
- Verifies no malformed anchor fragments in results
- Validates deduplication and correct URL transformation
2. test_no_404_causing_urls_generated
- Verifies no URLs matching the 404 error pattern are generated
- Tests all problematic patterns from the issue
3. test_deduplication_prevents_multiple_requests
- Validates that multiple anchors on same page deduplicate correctly
- Ensures bandwidth savings
4. test_md_files_with_anchors_preserved
- Tests .md files with anchors are handled correctly
- Verifies anchor stripping on .md URLs
5. test_real_scraping_scenario_no_404s
- Integration test simulating full llms.txt parsing flow
- Validates URL structure with regex patterns
6. test_issue_277_error_message_urls
- Tests the exact malformed URLs from error output
- Verifies correct URLs are generated instead
Results:
- 18/18 tests passing (12 unit + 6 integration)
- All MikroORM URLs from issue #277 handled correctly
- No 404-causing patterns generated
Related: #277
Thank you @PaawanBarach for this excellent contribution! 🎉
Adds pattern-based language detection for 7 new programming languages with comprehensive test coverage.
✅ 70 regex patterns with smart weight distribution
✅ Framework-specific patterns (Flutter, case classes, mixins)
✅ 7 new tests, all passing (30/30 total)
✅ No regressions, backward compatible
This resolves#165 and significantly expands our language support!
Thank you @rovo79 for this excellent contribution! 🎉
All requested changes have been implemented:
✅ Security validation for custom commands
✅ Comprehensive test suite (13 tests, 100% passing)
✅ Documentation updates
This feature enables users to use Claude Code, Codex CLI, Copilot CLI, OpenCode CLI, or custom agents for local enhancement. Great work!
- Ignore F541 (f-string without placeholders) - style preference
- Ignore ARG002 (unused method arguments) - often needed for interface compliance
- Ignore B007 (loop variable not used) - sometimes intentional
- Ignore I001 (import block unsorted) - handled by formatter
- Ignore SIM114 (combine if branches) - can reduce readability
These are style suggestions, not bugs. Keeps CI focused on actual errors.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Use sed to remove trailing whitespace from all lines
- Fixes all remaining ruff W293 errors
- This is a comprehensive fix to prevent further whitespace issues
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Change _walk_directory to check relative paths instead of absolute paths
- Fixes issue where SKIP_DIRS containing 'tmp' was skipping all files under /tmp/
- This was causing test failures on Ubuntu (tests use tempfile.mkdtemp() which creates under /tmp)
- Now only skips directories that are within the search directory, not in the absolute path
Fixes test_config_extractor.py failures on Ubuntu
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Update version checks in test_package_structure.py from 2.8.0 to 2.9.0
- Update version check in test_cli_paths.py from 2.8.0 to 2.9.0
- Remove trailing whitespace from blank lines in code_analyzer.py (lines 1436-1504)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Update version from v2.8.0 to v2.9.0
- Add signal_flow_analyzer.py to file structure and key locations
- Add comprehensive C3.10 Signal Flow Analysis documentation
- Remove duplicate C3.9 entry
- Update Recent Achievements with v2.9.0 release and C3.10 features
- Add Godot 4.x support details (GDScript, .tscn, .tres, .gdshader)
- Update C3.x series list to include C3.9 and C3.10
PROBLEM:
- Config extractor crashed on JSON files with arrays at root
- Error: "'list' object has no attribute 'items'"
- Example: save.json with [{"name": "item1"}, {"name": "item2"}]
- Only handled dict roots, not list roots
SOLUTION:
- Added type checking in _parse_json() and _parse_yaml()
- Handle three cases:
1. Dict at root: extract normally (existing behavior)
2. List at root: iterate and extract from each dict item
3. Primitive at root: skip with debug log
- List items are prefixed with [index] in nested path
CHANGES:
- config_extractor.py _parse_json(): Added isinstance checks
- config_extractor.py _parse_yaml(): Added list handling
EXAMPLE:
Before: WARNING: Error parsing save.json: 'list' object has no attribute 'items'
After: Extracts settings with paths like "[0].name", "[1].value"
IMPACT:
- No more crashes on valid JSON/YAML arrays
- Better coverage of config file variations
- Handles game save files, API responses, data arrays
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
PROBLEM:
- Progress indicator only showed every 5 batches or at completion
- When enhancing 1-4 patterns, no progress was visible
- User saw "Enhancing 1 patterns..." → "Enhanced 1 patterns" with no progress
SOLUTION:
- Modified progress condition to always show for small jobs (total < 10)
- Original: `if completed % 5 == 0 or completed == total`
- Updated: `if total < 10 or completed % 5 == 0 or completed == total`
IMPACT:
- Now shows "Progress: 1/3 batches completed" for small jobs
- Large jobs (10+) still show every 5th batch to avoid spam
- Applied to both _enhance_patterns_parallel and _enhance_examples_parallel
FILES:
- ai_enhancer.py line 301-302 (patterns)
- ai_enhancer.py line 439-440 (test examples)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
**Problem:**
Framework detection only checked analyzed source files, missing game
engine marker files like project.godot, .unity, .uproject (config files).
**Root Cause:**
_detect_frameworks() only scanned files_analysis list which contains
source code (.cs, .py, .js) but not config files.
**Solution:**
- Now scans actual directory structure using directory.iterdir()
- Checks BOTH analyzed files AND directory contents
- Game engines checked FIRST with priority (prevents false positives)
- Returns early if game engine found (avoids Unity→ASP.NET confusion)
**Test Results:**
Before: frameworks_detected: []
After: frameworks_detected: ["Godot"] ✅
Tested with: Cosmic Ideler (Godot 4.6 RC2 project)
- Correctly detects project.godot file
- No longer requires source code to have "godot" in paths
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Completes the implementation for Unity/Unreal/Godot game engine support
and adds missing "local" source type validation.
Changes:
- Add "local" to VALID_SOURCE_TYPES in config_validator.py
- Add _validate_local_source() method with full validation
- Add Unity/Unreal/Godot to FRAMEWORK_MARKERS for priority detection
- Add game engine directory exclusions to all 3 scrapers:
* Unity: Library/, Temp/, Logs/, UserSettings/, etc.
* Unreal: Intermediate/, Saved/, DerivedDataCache/
* Godot: .godot/, .import/
- Prevents scanning massive build cache directories (saves GBs + hours)
This completes all features mentioned in PR #278:
✅ Unity/Unreal/Godot framework detection with priority
✅ Pattern enhancement performance fix (grouped approach)
✅ Game engine directory exclusions
✅ Phase 5 SKILL.md AI enhancement
✅ Local source references copying
✅ "local" source type validation
✅ Config field name compatibility
✅ C# test example extraction
Tested:
- All unified config tests pass (18/18)
- All config validation tests pass (28/28)
- Ready for Unity project testing
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Remove hardcoded version string
- Import from skill_seekers._version instead
- Ensures single source of truth for version management
- Future version bumps only need pyproject.toml update
Major feature release with enhanced code analysis and documentation.
Features:
- C3.9: Project documentation extraction
- Granular AI enhancement control (--enhance-level 0-3)
- C# language support for test extraction
- 6-12x faster parallel LOCAL mode AI enhancement
- Auto-enhancement and LOCAL mode fallbacks
- GLM-4.7 and custom Claude-compatible API support
Bug Fixes:
- Fixed C# test extraction language errors
- Fixed config type field mismatch
- Fixed LocalSkillEnhancer import issues
- Fixed critical linter errors
Contributors:
- @xuintl - Chinese README improvements
- @Zhichang Yu - GLM-4.7 support and PDF fixes
- @YusufKaraaslanSpyke - Core features and maintenance
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
- Comprehensive guide for AI assistants working with the codebase
- Covers project structure, development commands, architecture patterns
- Includes testing guidelines, CI/CD info, and troubleshooting
- Documents all entry points, dependencies, and best practices
* Fix how-to guide builder edge case
* Resolve merge conflict
* fix: Handle None ai_analysis in how-to guide builder
Fixes NoneType AttributeError when ai_analysis is explicitly None.
The issue occurred when workflow.get('ai_analysis') returned None and
code attempted to call .get() without checking if it was None first.
Using 'workflow.get("ai_analysis", {})' only provides default {} when
the key is missing, not when the value is None. Changed to use
'workflow.get("ai_analysis") or {}' pattern which handles both cases.
Also added isinstance() type safety check in _extract_workflow_examples
to gracefully handle malformed data.
Changes:
- _group_by_ai_tutorial_group: ai_analysis = workflow.get() or {}
- _extract_workflow_examples: isinstance(ex, dict) check added
- _create_guide: ai_analysis = primary_workflow.get() or {} (2 locations)
- _generate_overview: ai_analysis = primary_workflow.get() or {}
All 34 how-to guide builder tests passing.
Closes#242
Co-authored-by: yashrastogi019-cell <yashrastogi019@gmail.com>
---------
Co-authored-by: yashrastogi019-cell <yashrastogi019@gmail.com>
Thanks @franklegolasyoung for the excellent work on the core fixes for issues #267, #242, and #260! 🙏
Your comprehensive approach to fixing PDF processing, expanding workflow detection, and improving the Chinese README documentation is much appreciated. I've added code quality fixes and comprehensive tests to ensure everything passes CI.
All 1266+ tests are now passing, and the issues are resolved! 🎉
