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- Time To First ValueShane O'ConnorTurn a curious developer into an activated one: the docs, the quickstart, and the first-run experience that gets them to their first real win fast, and back again. Use when people sign up or star the repo but never get it working, come once and never return, or you're about to pour traffic into a first-run that leaks.
- Zsxq Groupunnoo知识星球（星球）管理：列出星球、浏览主题、查询标签、搜索成员。当用户需要查看自己加入或创建的星球、浏览星球内容、获取 group_id、查询星球标签或成员时使用。
- Zsxq Noteunnoo知识星球公开笔记管理：创建笔记、编辑笔记、查看笔记详情、查看笔记列表、删除笔记。当用户需要在知识星球创建可分享的公开笔记、编辑笔记、查看笔记详情、删除笔记、或查看历史笔记时使用。注意：笔记是公开内容，任何持有链接的人都可访问。
- Zsxq Userunnoo知识星球用户信息与反馈：查看当前登录用户的个人资料、查询跨星球的最近发主题足迹、提交 NPS 反馈（推荐分数 + 建议）。当用户需要查看自己的用户 ID、昵称、头像、认证状态，查看自己最近在各星球发过的主题，或向知识星球官方提交 NPS 评分/产品建议时使用。
- Confusion Tracker聂泽铠教学过程中自动捕获和记录学习者的概念疑难点（"为什么/是什么/怎么推/什么意思"类型的问题），保存到进度文件的"概念疑难点记录"区，形成考前回顾清单。
- Exam Tutor聂泽铠按章节惰性加载授课：每次只读当前阶段的一个 wiki 章节，用生活隐喻讲概念、解剖公式；重点题固定走 题面图→问题→读图量→公式→演算→答案详解→溯源七步，画图题先运行算法。用于讲懂当前章或老师勾出的重点题。
- Fix Dependabot Prsbannzaidependabotããä¸ãã£ã¦ããè¤æ°ã®PRãä¸æ¬ã§è§£æ±ºããã¾ã¨ãPRãä½æãããdependabotã®PR対å¿ãä¾é ¼ãããæã«ä½¿ç¨ã
- Layers Conceptual ModeljamiemillTechniques for defining the product's objects, relationships, states, and vocabulary independently of any interface — the most load-bearing layer
- Layers DomainjamiemillTechniques for mapping a domain's concepts, terminology conflicts, and bounded contexts — the raw material the conceptual model is built from
- Layers Interaction FlowjamiemillTechniques for mapping interaction structure and flow — places, affordances, edge cases, and failure paths — without committing to visual form
- Layers User NeedsjamiemillTechniques for eliciting and prioritising user needs, pains, and desires — the opportunities that feed product strategy
- Decision AnalysisProrise-coolDecision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome prediction.
- PrioritizationProrise-coolPrioritization techniques including MoSCoW, Kano model, weighted scoring, and value-effort matrices. Ranks requirements, features, backlog items, and investment decisions.
- MineOhad KrispinUse only when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history.
- Reality Restagedtraveler0621Reinterpret documentary, travel, street, cultural, and human-centered photographs through the distinctive Reality Restaged visual language: radically simplified theatrical environments, large saturated color fields, strong negative space, cinematic recomposition, one impossible relationship, monumental scale, and believable analog photographic realism.
- UltrathinkintellectronicaDisplay colorful ANSI art of the word "ultrathink". Use when the user says "ultrathink" or invokes /ultrathink.
- Committeam-attention코드 수정 완료 후 conventional commit 형식의 커밋 메시지를 자동 생성하고 사용자 확인 후 커밋합니다. 사용자가 커밋해줘 또는 /commit 요청 시 사용.
- Ltv PredictorliangdabiaoåºäºRFM模åååå½ç®æ³ç客æ·çå½å¨æä»·å¼(LTV)é¢æµåæå·¥å ·ï¼æ¯æçµååé¶å®ä¸å¡ç客æ·ä»·å¼é¢æµã使ç¨æ¶éè¦å®¢æ·äº¤ææ°æ®ã订ååå²ææ¶è´¹è®°å½ï¼èªå¨è¿è¡RFMç¹å¾å·¥ç¨ãåå½å»ºæ¨¡åä»·å¼é¢æµã
- Recommender Systemliangdabiaoæºè½æ¨èç³»ç»åæå·¥å ·ï¼æä¾å¤ç§æ¨èç®æ³å®ç°ãè¯ä¼°æ¡æ¶åå¯è§ååæã使ç¨æ¶éè¦ç¨æ·è¡ä¸ºæ°æ®ãååä¿¡æ¯æè¯åæ°æ®ï¼æ¯æååè¿æ»¤ãç©éµå解çæ¨èç®æ³ï¼çæ个æ§åæ¨èç»æåè¯ä¼°æ¥åã
- Web AccessibilityhoodiniBuild accessible web applications following WCAG guidelines. Use when implementing ARIA patterns, keyboard navigation, screen reader support, or ensuring accessibility compliance. Triggers on accessibility, a11y, WCAG, ARIA, screen reader, keyboard navigation.
- Tanstack RouterMadAppGangTanStack Router patterns for type-safe, file-based routing. Covers installation, route configuration, typed params/search, layouts, and navigation. Use when setting up routes, implementing navigation, or configuring route loaders.
- Daily Ai NewsYYH211Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'.
- Accessibility A11ymindrallyImplement web accessibility (a11y) best practices following WCAG guidelines to create inclusive, accessible user interfaces.
- AstromindrallyExpert in Astro framework with static generation and partial hydration patterns