{"skill":{"slug":"memory-plus","displayName":"memory-plus","summary":"虾宝智能记忆工作流。开箱即用，数据目录与代码分离，支持轻量降级。 特性： - 文件系统存储，无外部数据库依赖 - Ollama 向量嵌入（可选，降级为 BM25） - bge-reranker-v2-m3 重排（可选） - HyDE + Query Rewriting（可选） - 后台线程自动存储（每10分钟）...","tags":{"latest":"1.0.6"},"stats":{"comments":0,"downloads":282,"installsAllTime":1,"installsCurrent":1,"stars":1,"versions":7},"createdAt":1773933406436,"updatedAt":1777360258466},"latestVersion":{"version":"1.0.6","createdAt":1775236276784,"changelog":"- Reorganized skill into modular scripts: added config.py, fts5.py, save_session.py, search.py, store.py, tools.py under scripts/.\n- Simplified core logic: all previous monolithic and legacy scripts removed.\n- Introduced a three-layer storage architecture (file, FTS5, KG; Milvus optional) for maximum reliability and minimal external dependencies.\n- Improved activation/trigger logic and expanded toolset for searching, storing, deduplication, and organizing memories.\n- Updated installation and usage documentation for easier setup and clearer workflows.\n\n重构代码库：将核心功能拆分为 scripts/ 目录下的模块化脚本（配置、FTS5、存储、搜索、工具、会话保存）。\n新增基于 FTS5 的全文检索，实现无需外部依赖的健壮检索能力。\n优化多层存储架构：文件存储、FTS5 索引、知识图谱、Milvus（可选）；自动降级机制确保核心功能在无外部依赖时仍可正常运行。\n用轻量、工具化的结构替代了原有的单体式文件与文档文件。\n提供六大工具接口：搜索、存储、去重、清理、合并、最近文件列表。\n通过 字符 N-Gram 杰卡德算法 增强了中文及混合语言搜索效果。","license":"MIT-0"},"metadata":null,"owner":{"handle":"liushuangfa666","userId":"s17a2h358q8txkskajtz2whma983h849","displayName":"liushuangfa666","image":"https://avatars.githubusercontent.com/u/82012796?v=4"},"moderation":{"isSuspicious":true,"isMalwareBlocked":false,"verdict":"suspicious","reasonCodes":["suspicious.llm_suspicious","suspicious.vt_suspicious"],"summary":"Detected: suspicious.llm_suspicious, suspicious.vt_suspicious","engineVersion":"v2.4.2","updatedAt":1777360258466}}