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@context-action/llms-generator

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Enterprise-grade LLM content generation framework with mismatch detection and integrity management

mineclover/context-action

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# Change Log All notable changes to this project will be documented in this file. See [Conventional Commits](https://conventionalcommits.org) for commit guidelines. # [0.4.0](https://github.com/mineclover/context-action/compare/v0.3.1...v0.4.0) (2025-08-26) ### Bug Fixes * remove unused deprecated code and fix LLMS generator test ([315b163](https://github.com/mineclover/context-action/commit/315b163fa452ae86c8859166687f6d33d4f5c6d3)) * resolve existing TypeScript compilation errors ([a92b76d](https://github.com/mineclover/context-action/commit/a92b76d52a394dfb0982b7d0c461d8e940201b45)) * resolve LLMS documentation system mismatches and restore data integrity ([949298c](https://github.com/mineclover/context-action/commit/949298c90d2801f4d7033ab2c32b6ebeaf1fdae4)) * update llms-generator mismatch report ([205b40c](https://github.com/mineclover/context-action/commit/205b40cf5268716e50c9b76ae1e7303cff1f10d0)) ### Features * Add comprehensive CLI test suites for LLMS Generator ([a774b0f](https://github.com/mineclover/context-action/commit/a774b0fd36c78bf58def91bc678bd9d1be332314)) * add mismatch detection system and enhance post-commit hook ([a157dbc](https://github.com/mineclover/context-action/commit/a157dbcd9087a3295f0add9937de91e4adf8bf4b)) ## [0.3.2] - 2025-08-26 ### Added - **πŸ” Mismatch Detection System**: New `detect-mismatches` command for comprehensive integrity checking - Identifies orphaned LLMS files when source documents are deleted - Detects missing LLMS data for existing source documents - Finds structural inconsistencies in LLMS directories - **πŸ“„ Automated Mismatch Reporting**: Generates detailed Markdown reports with severity classification and batch fix commands - **πŸ”§ Enhanced Post-Commit Hook**: Automatic mismatch detection when documentation changes occur - **⚑ Shell Script Integration**: Smart exit codes and `--check-only` mode for CI/CD integration - **πŸ“Š New Package Scripts**: `llms:detect-mismatches` and `llms:detect-mismatches:verbose` ### Enhanced - **MismatchDetectionCommand**: Comprehensive integrity checking between `docs/` and `llmsData/` - **CLI Help System**: Updated to include new mismatch detection commands - **Post-Commit Hook**: Enhanced with deleted file detection and automatic report generation - **Package Description**: Updated to reflect enterprise-grade capabilities with integrity management ### Security - **Safe File Operations**: Never automatically deletes files - always requires manual review - **Manual Confirmation Required**: All suggested deletion commands include safety warnings ## [0.3.1](https://github.com/mineclover/context-action/compare/v0.2.1...v0.3.1) (2025-08-21) ### Bug Fixes * add error parameter to catch blocks in llms-generator commands ([18cff4b](https://github.com/mineclover/context-action/commit/18cff4bd8e2c64a5a9a38dc2f2876714bbd883ed)) * **build:** resolve llms-generator build issues and dependencies ([44ca184](https://github.com/mineclover/context-action/commit/44ca1847bd9942c7fe13b02d961cc6f8eb0e8509)) * **ci:** standardize tsdown version across all packages ([714ab1d](https://github.com/mineclover/context-action/commit/714ab1d7f8005096f7abe2f09d8067f500168a3a)) * **llms-generator:** resolve linting issues by adding eslint config and temporarily disabling problematic checks ([1d6cead](https://github.com/mineclover/context-action/commit/1d6cead48821f6cc26a8e1cd119b4924dab978c4)) * **llms-generator:** resolve major TypeScript type compatibility issues ([2fb88dd](https://github.com/mineclover/context-action/commit/2fb88ddb5013c51b66c592a25a3ffe934970d12a)) * **llms-generator:** update legacy script paths after reorganization ([774e9ef](https://github.com/mineclover/context-action/commit/774e9ef15c55502911ddd4812ef3c9479d55746b)) * remove unused _error parameters in LLMS generator catch blocks ([bb7c1f3](https://github.com/mineclover/context-action/commit/bb7c1f3589512acf8f9a41d8a7d3f1a454dd3aea)) * resolve all TypeScript type compatibility issues in LLMS generator ([d523329](https://github.com/mineclover/context-action/commit/d523329ee0e6f3e5599252a63b960996f9e5f061)) * resolve lint errors and improve ActionRegister test reliability ([c0c0904](https://github.com/mineclover/context-action/commit/c0c09041e0c8398c681e01f6eb9a4c1772013c26)) * resolve lint errors and test failures ([01521a7](https://github.com/mineclover/context-action/commit/01521a7531832ce653dc1d52bc4c4bf3f09b9975)) * resolve remaining ESLint errors in LLMS generator ([1a63d29](https://github.com/mineclover/context-action/commit/1a63d299923c83361eab6834cdbd80540ed17d40)) * resolve TypeScript type checking issues in CI ([b287784](https://github.com/mineclover/context-action/commit/b287784b4679b974c3ad331d6849c2af9da82c0a)) * sync-docs λͺ…λ Ή 경둜 ν•΄κ²° 둜직 κ°œμ„  ([5e7aab3](https://github.com/mineclover/context-action/commit/5e7aab3f4d438683e5582948e2bf84c37f0dfa4c)) * **ts:** resolve TypeScript compilation errors across packages ([6f583d1](https://github.com/mineclover/context-action/commit/6f583d1b4d4c2bc9f077c68b3db432d0399fb846)) * **typedoc-vitepress-sync:** add missing ESLint config and TypeScript setup ([66b7f6a](https://github.com/mineclover/context-action/commit/66b7f6a2329635c1a87a0f441fe0aac09659d06d)) ### Features * add learning time info to getting started guide ([bbce03c](https://github.com/mineclover/context-action/commit/bbce03cbf2ed4862f454cfafae05913a228ede67)) * complete bidirectional document synchronization with YAML frontmatter ([21e080d](https://github.com/mineclover/context-action/commit/21e080dd20808b3116015a1077cfbccf6e9b9913)) * complete sync-docs implementation with full synchronization ([fd4d231](https://github.com/mineclover/context-action/commit/fd4d23159dda6854c6112620192371f595ad22ae)) * completely remove orphaned test files and legacy code ([00f0806](https://github.com/mineclover/context-action/commit/00f080652dcb8298c0615d50e5b2e364e5474b73)) * enhance llms-generator testing and remove legacy scripts ([ed33d84](https://github.com/mineclover/context-action/commit/ed33d84280b18d6774f8303dc112235d9ba75ae6)) * implement comprehensive clean LLMS generation with multi-pattern support ([f84d81d](https://github.com/mineclover/context-action/commit/f84d81dfef856515e24f38d820ff7e63345093f4)) * implement comprehensive YAML frontmatter management system with Husky integration ([95acbaa](https://github.com/mineclover/context-action/commit/95acbaa409e900ecd5f5b8ac12c42a35b859d672)) * implement unified init command for llms-generator project initialization ([de1a962](https://github.com/mineclover/context-action/commit/de1a962f4342c8926f055dad0948937a0b3144e5)) * implement YAML frontmatter system and fix sync-docs workflow ([c244c99](https://github.com/mineclover/context-action/commit/c244c99a097b508fd7e4a3e1fd8bace8698a3172)) * **llms-generator:** add CategoryMinimumGenerator library with enhanced features ([0a8e2c3](https://github.com/mineclover/context-action/commit/0a8e2c35abd358eb2470cf0219fcf8ce396d4258)) * **llms-generator:** Complete LLMS Generator CLI system with init and sync-docs commands ([d021b66](https://github.com/mineclover/context-action/commit/d021b6625995d4acf23367df57b3d5ab223d3160)) * **llms-generator:** Git 컀밋 트리거 기반 μ–‘λ°©ν–₯ λ¬Έμ„œ 동기화 μ‹œμŠ€ν…œ κ΅¬ν˜„ ([0a5f270](https://github.com/mineclover/context-action/commit/0a5f2706dd0c124d48bbefb5cfe5ef2550abbc25)) * **llms-generator:** implement sync-docs command for automatic documentation synchronization ([3463dcc](https://github.com/mineclover/context-action/commit/3463dcc4ca1dfa2879bb7ddc6a0a8799c01a286f)) * **llms-generator:** implement YAML frontmatter summary generation with clean architecture ([5f9e38e](https://github.com/mineclover/context-action/commit/5f9e38eca2b0e8c78a3c66130f22244bce0e768a)) * **llms-generator:** ν…ŒμŠ€νŠΈ 완성도 및 νƒ€μž… μ•ˆμ •μ„± ν–₯상 ([bd09e41](https://github.com/mineclover/context-action/commit/bd09e41a1b483483daa43929a046a51aaf74aee8)) * **llms-generator:** 포괄적 μ‹œμŠ€ν…œ κ°œμ„  및 μ•„ν‚€ν…μ²˜ 고도화 ([2d4070f](https://github.com/mineclover/context-action/commit/2d4070f43c95e5cf4304ed01f2db9629168282d4)) * **llms:** add comprehensive multilingual document processing options ([f5a5c32](https://github.com/mineclover/context-action/commit/f5a5c32fd8090cfc1bd3008578d4fbc2e183550b)) * **llms:** implement comprehensive Priority management system ([b5612fe](https://github.com/mineclover/context-action/commit/b5612fef3198ee6bbdf5a4943da8e2a4a977256f)) * **llms:** implement separate commit system for LLMS updates ([e921d28](https://github.com/mineclover/context-action/commit/e921d28a74e203ff50c1f8b1631573d9926a3134)) * massive cleanup - remove 95% of unused code while preserving functionality ([f151a46](https://github.com/mineclover/context-action/commit/f151a46641ae9cc64ea568efd9d74869fc1f850d)) * optimize CLI from 2000 lines to 200 lines with core functionality ([dd0f1c8](https://github.com/mineclover/context-action/commit/dd0f1c88236628c8010e2df1aa0ed65981192b45)) * optimize LLMS generator by removing legacy code and improving architecture ([08dc3cd](https://github.com/mineclover/context-action/commit/08dc3cd057112ec42167183e1d9b949e54f7bb3a)) # [0.3.0](https://github.com/mineclover/context-action/compare/v0.2.1...v0.3.0) (2025-08-20) ### Bug Fixes * add error parameter to catch blocks in llms-generator commands ([18cff4b](https://github.com/mineclover/context-action/commit/18cff4bd8e2c64a5a9a38dc2f2876714bbd883ed)) * **build:** resolve llms-generator build issues and dependencies ([44ca184](https://github.com/mineclover/context-action/commit/44ca1847bd9942c7fe13b02d961cc6f8eb0e8509)) * **ci:** standardize tsdown version across all packages ([714ab1d](https://github.com/mineclover/context-action/commit/714ab1d7f8005096f7abe2f09d8067f500168a3a)) * **llms-generator:** resolve linting issues by adding eslint config and temporarily disabling problematic checks ([1d6cead](https://github.com/mineclover/context-action/commit/1d6cead48821f6cc26a8e1cd119b4924dab978c4)) * **llms-generator:** resolve major TypeScript type compatibility issues ([2fb88dd](https://github.com/mineclover/context-action/commit/2fb88ddb5013c51b66c592a25a3ffe934970d12a)) * **llms-generator:** update legacy script paths after reorganization ([774e9ef](https://github.com/mineclover/context-action/commit/774e9ef15c55502911ddd4812ef3c9479d55746b)) * remove unused _error parameters in LLMS generator catch blocks ([bb7c1f3](https://github.com/mineclover/context-action/commit/bb7c1f3589512acf8f9a41d8a7d3f1a454dd3aea)) * resolve all TypeScript type compatibility issues in LLMS generator ([d523329](https://github.com/mineclover/context-action/commit/d523329ee0e6f3e5599252a63b960996f9e5f061)) * resolve lint errors and improve ActionRegister test reliability ([c0c0904](https://github.com/mineclover/context-action/commit/c0c09041e0c8398c681e01f6eb9a4c1772013c26)) * resolve lint errors and test failures ([01521a7](https://github.com/mineclover/context-action/commit/01521a7531832ce653dc1d52bc4c4bf3f09b9975)) * resolve remaining ESLint errors in LLMS generator ([1a63d29](https://github.com/mineclover/context-action/commit/1a63d299923c83361eab6834cdbd80540ed17d40)) * resolve TypeScript type checking issues in CI ([b287784](https://github.com/mineclover/context-action/commit/b287784b4679b974c3ad331d6849c2af9da82c0a)) * sync-docs λͺ…λ Ή 경둜 ν•΄κ²° 둜직 κ°œμ„  ([5e7aab3](https://github.com/mineclover/context-action/commit/5e7aab3f4d438683e5582948e2bf84c37f0dfa4c)) * **ts:** resolve TypeScript compilation errors across packages ([6f583d1](https://github.com/mineclover/context-action/commit/6f583d1b4d4c2bc9f077c68b3db432d0399fb846)) * **typedoc-vitepress-sync:** add missing ESLint config and TypeScript setup ([66b7f6a](https://github.com/mineclover/context-action/commit/66b7f6a2329635c1a87a0f441fe0aac09659d06d)) ### Features * add learning time info to getting started guide ([bbce03c](https://github.com/mineclover/context-action/commit/bbce03cbf2ed4862f454cfafae05913a228ede67)) * complete bidirectional document synchronization with YAML frontmatter ([21e080d](https://github.com/mineclover/context-action/commit/21e080dd20808b3116015a1077cfbccf6e9b9913)) * completely remove orphaned test files and legacy code ([00f0806](https://github.com/mineclover/context-action/commit/00f080652dcb8298c0615d50e5b2e364e5474b73)) * enhance llms-generator testing and remove legacy scripts ([ed33d84](https://github.com/mineclover/context-action/commit/ed33d84280b18d6774f8303dc112235d9ba75ae6)) * implement comprehensive clean LLMS generation with multi-pattern support ([f84d81d](https://github.com/mineclover/context-action/commit/f84d81dfef856515e24f38d820ff7e63345093f4)) * implement comprehensive YAML frontmatter management system with Husky integration ([95acbaa](https://github.com/mineclover/context-action/commit/95acbaa409e900ecd5f5b8ac12c42a35b859d672)) * implement unified init command for llms-generator project initialization ([de1a962](https://github.com/mineclover/context-action/commit/de1a962f4342c8926f055dad0948937a0b3144e5)) * implement YAML frontmatter system and fix sync-docs workflow ([c244c99](https://github.com/mineclover/context-action/commit/c244c99a097b508fd7e4a3e1fd8bace8698a3172)) * **llms-generator:** add CategoryMinimumGenerator library with enhanced features ([0a8e2c3](https://github.com/mineclover/context-action/commit/0a8e2c35abd358eb2470cf0219fcf8ce396d4258)) * **llms-generator:** Git 컀밋 트리거 기반 μ–‘λ°©ν–₯ λ¬Έμ„œ 동기화 μ‹œμŠ€ν…œ κ΅¬ν˜„ ([0a5f270](https://github.com/mineclover/context-action/commit/0a5f2706dd0c124d48bbefb5cfe5ef2550abbc25)) * **llms-generator:** implement YAML frontmatter summary generation with clean architecture ([5f9e38e](https://github.com/mineclover/context-action/commit/5f9e38eca2b0e8c78a3c66130f22244bce0e768a)) * **llms-generator:** ν…ŒμŠ€νŠΈ 완성도 및 νƒ€μž… μ•ˆμ •μ„± ν–₯상 ([bd09e41](https://github.com/mineclover/context-action/commit/bd09e41a1b483483daa43929a046a51aaf74aee8)) * **llms-generator:** 포괄적 μ‹œμŠ€ν…œ κ°œμ„  및 μ•„ν‚€ν…μ²˜ 고도화 ([2d4070f](https://github.com/mineclover/context-action/commit/2d4070f43c95e5cf4304ed01f2db9629168282d4)) * massive cleanup - remove 95% of unused code while preserving functionality ([f151a46](https://github.com/mineclover/context-action/commit/f151a46641ae9cc64ea568efd9d74869fc1f850d)) * optimize CLI from 2000 lines to 200 lines with core functionality ([dd0f1c8](https://github.com/mineclover/context-action/commit/dd0f1c88236628c8010e2df1aa0ed65981192b45)) * optimize LLMS generator by removing legacy code and improving architecture ([08dc3cd](https://github.com/mineclover/context-action/commit/08dc3cd057112ec42167183e1d9b949e54f7bb3a)) ## [0.2.3](https://github.com/mineclover/context-action/compare/v0.2.1...v0.2.3) (2025-08-19) ### Bug Fixes * **build:** resolve llms-generator build issues and dependencies ([44ca184](https://github.com/mineclover/context-action/commit/44ca1847bd9942c7fe13b02d961cc6f8eb0e8509)) * **ci:** standardize tsdown version across all packages ([714ab1d](https://github.com/mineclover/context-action/commit/714ab1d7f8005096f7abe2f09d8067f500168a3a)) * **llms-generator:** resolve linting issues by adding eslint config and temporarily disabling problematic checks ([1d6cead](https://github.com/mineclover/context-action/commit/1d6cead48821f6cc26a8e1cd119b4924dab978c4)) * **llms-generator:** resolve major TypeScript type compatibility issues ([2fb88dd](https://github.com/mineclover/context-action/commit/2fb88ddb5013c51b66c592a25a3ffe934970d12a)) * **llms-generator:** update legacy script paths after reorganization ([774e9ef](https://github.com/mineclover/context-action/commit/774e9ef15c55502911ddd4812ef3c9479d55746b)) * resolve lint errors and improve ActionRegister test reliability ([c0c0904](https://github.com/mineclover/context-action/commit/c0c09041e0c8398c681e01f6eb9a4c1772013c26)) * sync-docs λͺ…λ Ή 경둜 ν•΄κ²° 둜직 κ°œμ„  ([5e7aab3](https://github.com/mineclover/context-action/commit/5e7aab3f4d438683e5582948e2bf84c37f0dfa4c)) * **ts:** resolve TypeScript compilation errors across packages ([6f583d1](https://github.com/mineclover/context-action/commit/6f583d1b4d4c2bc9f077c68b3db432d0399fb846)) * **typedoc-vitepress-sync:** add missing ESLint config and TypeScript setup ([66b7f6a](https://github.com/mineclover/context-action/commit/66b7f6a2329635c1a87a0f441fe0aac09659d06d)) ### Features * add learning time info to getting started guide ([bbce03c](https://github.com/mineclover/context-action/commit/bbce03cbf2ed4862f454cfafae05913a228ede67)) * complete bidirectional document synchronization with YAML frontmatter ([21e080d](https://github.com/mineclover/context-action/commit/21e080dd20808b3116015a1077cfbccf6e9b9913)) * completely remove orphaned test files and legacy code ([00f0806](https://github.com/mineclover/context-action/commit/00f080652dcb8298c0615d50e5b2e364e5474b73)) * enhance llms-generator testing and remove legacy scripts ([ed33d84](https://github.com/mineclover/context-action/commit/ed33d84280b18d6774f8303dc112235d9ba75ae6)) * implement comprehensive clean LLMS generation with multi-pattern support ([f84d81d](https://github.com/mineclover/context-action/commit/f84d81dfef856515e24f38d820ff7e63345093f4)) * implement comprehensive YAML frontmatter management system with Husky integration ([95acbaa](https://github.com/mineclover/context-action/commit/95acbaa409e900ecd5f5b8ac12c42a35b859d672)) * implement unified init command for llms-generator project initialization ([de1a962](https://github.com/mineclover/context-action/commit/de1a962f4342c8926f055dad0948937a0b3144e5)) * implement YAML frontmatter system and fix sync-docs workflow ([c244c99](https://github.com/mineclover/context-action/commit/c244c99a097b508fd7e4a3e1fd8bace8698a3172)) * **llms-generator:** ν…ŒμŠ€νŠΈ 완성도 및 νƒ€μž… μ•ˆμ •μ„± ν–₯상 ([bd09e41](https://github.com/mineclover/context-action/commit/bd09e41a1b483483daa43929a046a51aaf74aee8)) * **llms-generator:** 포괄적 μ‹œμŠ€ν…œ κ°œμ„  및 μ•„ν‚€ν…μ²˜ 고도화 ([2d4070f](https://github.com/mineclover/context-action/commit/2d4070f43c95e5cf4304ed01f2db9629168282d4)) * **llms-generator:** add CategoryMinimumGenerator library with enhanced features ([0a8e2c3](https://github.com/mineclover/context-action/commit/0a8e2c35abd358eb2470cf0219fcf8ce396d4258)) * **llms-generator:** Git 컀밋 트리거 기반 μ–‘λ°©ν–₯ λ¬Έμ„œ 동기화 μ‹œμŠ€ν…œ κ΅¬ν˜„ ([0a5f270](https://github.com/mineclover/context-action/commit/0a5f2706dd0c124d48bbefb5cfe5ef2550abbc25)) * **llms-generator:** implement YAML frontmatter summary generation with clean architecture ([5f9e38e](https://github.com/mineclover/context-action/commit/5f9e38eca2b0e8c78a3c66130f22244bce0e768a)) * massive cleanup - remove 95% of unused code while preserving functionality ([f151a46](https://github.com/mineclover/context-action/commit/f151a46641ae9cc64ea568efd9d74869fc1f850d)) * optimize CLI from 2000 lines to 200 lines with core functionality ([dd0f1c8](https://github.com/mineclover/context-action/commit/dd0f1c88236628c8010e2df1aa0ed65981192b45)) * optimize LLMS generator by removing legacy code and improving architecture ([08dc3cd](https://github.com/mineclover/context-action/commit/08dc3cd057112ec42167183e1d9b949e54f7bb3a)) # Changelog All notable changes to the @context-action/llms-generator package will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [0.3.0] - 2025-08-16 ### Added - **CategoryMinimumGenerator**: New TypeScript library interface for category-based LLMS generation - **Category-based filtering**: Support for `api-spec` and `guide` document categories - **Multi-language support**: Enhanced support for Korean, English, Japanese, Chinese - **Statistics and analytics**: Comprehensive document statistics and category breakdown - **Batch processing**: Generate multiple categories and languages in single operation - **AdaptiveDocumentSelector**: Added missing selection strategies (`greedy`, `hybrid`, `adaptive`) - **Configuration improvements**: Added `defaultCharacterLimits` structure and merge methods - **Enhanced error handling**: Comprehensive validation and error recovery ### Improved - **Test infrastructure**: Consolidated test directories into unified structure - **Import paths**: Fixed import resolution issues across test files - **Documentation**: Simplified and updated README, API Reference, and Architecture guides - **TypeScript support**: Enhanced type safety and IntelliSense support - **Performance**: Optimized for large document sets (100+ files) ### Fixed - **Test failures**: Resolved 222 failing tests by fixing missing implementations - **Configuration structure**: Fixed undefined configuration properties - **Selection strategies**: Implemented missing selection algorithm strategies - **Import resolution**: Fixed grouped imports to individual file imports - **Build process**: Resolved TypeScript compilation and dependency issues ### Removed - **Duplicate .cjs files**: Eliminated 10+ duplicate CommonJS files (4,122 lines removed) - **Obsolete documentation**: Moved 22 outdated documentation files to archive - **Redundant test directories**: Consolidated 6+ test directories into single structure ### Technical Improvements - **Code organization**: Improved project structure and file organization - **Type definitions**: Enhanced TypeScript interfaces and type safety - **Error handling**: Better error messages and graceful degradation - **Performance optimization**: Faster processing and reduced memory usage ## [0.2.2] - 2025-08-15 ### Bug Fixes - **build**: resolve llms-generator build issues and dependencies - **ci**: standardize tsdown version across all packages - **llms-generator**: resolve linting issues by adding eslint config - **ts**: resolve TypeScript compilation errors across packages - **typedoc-vitepress-sync**: add missing ESLint config and TypeScript setup ### Features - **llms-generator**: implement YAML frontmatter summary generation with clean architecture ## [0.2.1] - 2025-08-15 ### Features - Add @context-action/llms-generator package - **llms-generator**: add work status management for -100 character summaries - **llms-generator**: implement user-configurable character limits system - **llms-generator**: integrate priority generation and schema management - **llms-generator**: major usability improvements for manual summary workflow - **llms-generator**: simplify configuration system and enhance testing - Optimize codebase and remove legacy code ## [0.2.0] - 2025-08-15 ### Initial Features - Document discovery and priority generation - Content extraction with configurable character limits - Adaptive composition achieving 95%+ space utilization - Multiple output formats (minimum, origin, character-limited) - TypeScript support with strict type checking - Comprehensive configuration system - CLI interface with comprehensive commands - Support for multiple languages (en, ko) - Character-limited content extraction (100-4000 characters) - Batch processing capabilities - Schema-driven priority management - Markdown generation for VitePress integration --- For detailed API documentation, see [API_REFERENCE.md](./API_REFERENCE.md). For architecture overview, see [ENHANCED_ARCHITECTURE.md](./ENHANCED_ARCHITECTURE.md).