yusufkaraaslan/Skill_Seekers v2.8.0

on GitHub

[2.8.0] - 2026-02-01

🚀 Major Feature Release - Enhanced Code Analysis & Documentation

This release brings powerful new code analysis features, performance optimizations, and international API support. Special thanks to all our contributors who made this release possible!

Added

C3.9: Project Documentation Extraction

• Markdown Documentation Extraction: Automatically extracts and categorizes all .md files from projects
  • Smart categorization by folder/filename (overview, architecture, guides, workflows, features, etc.)
  • Processing depth control: surface (raw copy), deep (parse+summarize), full (AI-enhanced)
  • AI enhancement (level 2+) adds topic extraction and cross-references
  • New "📖 Project Documentation" section in SKILL.md
  • Output to references/documentation/ organized by category
  • Default ON, use --skip-docs to disable
  • 15 new tests for documentation extraction features

Granular AI Enhancement Control

• --enhance-level Flag: Fine-grained control over AI enhancement (0-3)
  • Level 0: No AI enhancement (default)
  • Level 1: SKILL.md enhancement only (fast, high value)
  • Level 2: SKILL.md + Architecture + Config + Documentation
  • Level 3: Full enhancement (patterns, tests, config, architecture, docs)
• Config Integration: default_enhance_level setting in ~/.config/skill-seekers/config.json
• MCP Support: All MCP tools updated with enhance_level parameter
• Independent from --comprehensive: Enhancement level is separate from feature depth

C# Language Support

• C# Test Example Extraction: Full support for C# test frameworks
  • Language alias mapping (C# → csharp, C++ → cpp)
  • NUnit, xUnit, MSTest test framework patterns
  • Mock pattern support (NSubstitute, Moq)
  • Zenject dependency injection patterns
  • Setup/teardown method extraction
  • 2 new tests for C# extraction features

Performance Optimizations

• Parallel LOCAL Mode AI Enhancement: 6-12x faster with ThreadPoolExecutor
  • Concurrent workers: 3 (configurable via local_parallel_workers)
  • Batch processing: 20 patterns per Claude CLI call (configurable via local_batch_size)
  • Significant speedup for large codebases
• Config Settings: New ai_enhancement section in config
  • local_batch_size: Patterns per CLI call (default: 20)
  • local_parallel_workers: Concurrent workers (default: 3)

UX Improvements

• Auto-Enhancement: SKILL.md automatically enhanced when using --enhance or --comprehensive

  • No need for separate skill-seekers enhance command
  • Seamless one-command workflow
  • 10-minute timeout for large codebases
  • Graceful fallback with retry instructions on failure

• LOCAL Mode Fallback: All AI enhancements now fall back to LOCAL mode when no API key is set

  • Applies to: pattern enhancement (C3.1), test examples (C3.2), architecture (C3.7)
  • Uses Claude Code CLI instead of failing silently
  • Better UX: "Using LOCAL mode (Claude Code CLI)" instead of "AI disabled"

• Support for custom Claude-compatible API endpoints via ANTHROPIC_BASE_URL environment variable

• Compatibility with GLM-4.7 and other Claude-compatible APIs across all AI enhancement features

Changed

• All AI enhancement modules now respect ANTHROPIC_BASE_URL for custom endpoints
• Updated documentation with GLM-4.7 configuration examples
• Rewritten LOCAL mode in config_enhancer.py to use Claude CLI properly with explicit output file paths
• Updated MCP scrape_codebase_tool with skip_docs and enhance_level parameters
• Updated CLAUDE.md with C3.9 documentation extraction feature and --enhance-level flag
• Increased default batch size from 5 to 20 patterns for LOCAL mode

Fixed

• C# Test Extraction: Fixed "Language C# not supported" error with language alias mapping
• Config Type Field Mismatch: Fixed KeyError in config_enhancer.py by supporting both "type" and "config_type" fields
• LocalSkillEnhancer Import: Fixed incorrect import and method call in main.py (SkillEnhancer → LocalSkillEnhancer)
• Code Quality: Fixed 4 critical linter errors (unused imports, variables, arguments, import sorting)

Removed

• Removed client-specific documentation files from repository

🙏 Contributors

A huge thank you to everyone who contributed to this release:

• @xuintl - Chinese README improvements and documentation refinements
• @Zhichang Yu - GLM-4.7 support and PDF scraper fixes
• @YusufKaraaslanSpyke - Core features, bug fixes, and project maintenance

Special thanks to all our community members who reported issues, provided feedback, and helped test new features. Your contributions make Skill Seekers better for everyone! 🎉