生活记录自动化系统。自动识别消息中的日期（今天/昨天/前天/具体日期），使用 SubAgent 智能判断，记录到 Notion 对应日期，每次都是**追加记录**而非覆盖。 适用于：(1) 用户分享日常生活点滴时自动记录；(2) 定时自动汇总分析并填充情绪、事件、位置、人员字段
统一自我进化系统，整合 self-improving-agent、self-improving、mulch 三个技能的优势，提供结构化日志、三层存储、自动升级、模式检测、命名空间隔离和 token 高效的 JSONL 格式支持。
Remake, reimplement, port, or modernize an existing AI or LLM research project by extracting a parity spec, rebuilding the smallest faithful slice, and validating against reference behavior, tests, and benchmarks.
Write, restructure, translate, or review AI and large-model research paper text using a logic-first academic style with a central research question, explicit structural limitation, named method or framework, theory-or-mechanism support, comprehensive…
将服务器上的文件通过公网 URL 分享给用户。用户想从服务器下载文件时触发此技能。启动本地 HTTP 服务 + bore 隧道生成公网下载链接。
Stop LLM slop. A curated system prompt that cuts verbose, corporate-sounding LLM output by 56-71% (measured) while preserving information. Works bilingually (English + Chinese). Installs into your AGENTS.md as an always-on behavior modifier.
Grill the user relentlessly about a plan, decision, or idea. Use this skill when the user is brainstorming, proposing a solution, discussing a plan, designing something, or trying to think through a problem — before executing any actions. Invoke automatically…