20+ 个独立 AI 应用,三条主线:
- AI Agent — Agent Loop 执行引擎(simclaw)、多角色协作系统(mules)、14 个生产级 Skills(4-8 级 Fallback, 99%+ 可用性)、MCP 社交媒体发文、多窗口终端管理(multicc)、Claude Code 教学复刻(mvpCC, 900 行覆盖 90% 核心架构)。
- LLM 工程化 — Writer-Reviewer 多模型闭环(tailorCV)、智能缓存 50-70x 提速、成本优化节省 60-80% 调用、Prompt 链编排。
- 垂直应用 — 求职工具链(8 平台聚合→简历定制→文化分析)、酒店比价(hotel)、内容创作、中医食疗、猫咪行为识别微信小程序(KnowMeow)、退休金测算、Markdown Chrome 插件(MDEase)。
20+ independent AI applications across three tracks:
- AI Agent — Agent Loop execution engine (simclaw), multi-role collaboration system (mules), 14 production-grade Skills with 4-8 tier fallback (99%+ availability), MCP social media publishing, multi-window terminal manager (multicc), educational Claude Code reimplementation (mvpCC, 900 LOC covering 90% core architecture).
- LLM Engineering — Writer-Reviewer multi-model pipeline (tailorCV), intelligent caching (50-70x speedup), cost optimization (60-80% call reduction), prompt chain orchestration.
- Vertical Applications — Job-seeking toolkit (8-platform aggregation → resume tailoring → culture analysis), hotel comparison (hotel), content creation, TCM dietary recommendations, cat behavior recognition WeChat Mini Program (KnowMeow), pension calculator, Markdown Chrome extension (MDEase).
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