forge-qa

forge-ship

>

'Coding.net DevOps automation: MR lifecycle, CI operations (trigger/logs/stop),

doc-sentinel

'AI image generation and editing: e-commerce templates (hero/banner/detail/lifestyle),

'LLM Agent engineering: pattern selection (12-mode matrix), data simulation,

'自然语言 → Mermaid 图表（16 种）+ 网页原型，本地 Web 面板实时预览/导出。

基于郑总历次亲手修改、明确批注的审稿标准。五轮检查，每轮独立列问题清单，最后给出优先级。

捕捉碎片化思考，结构化写入认知结构L2层。触发词：「碎片」「记录一下」「想法」「新洞见」「我发现」「我觉得」「随手记」「想记一个」。

统一写作流水线。任何文档/文章/报告均走此流程：研究→草稿→逻辑自检→真实性校对→画图规划→批量画图→图片自审→审稿→格式转换（HTML/LaTeX/MD）。可从任意阶段入场（已有草稿直接审核，已审稿直接转格式）。触发词：「写一篇/帮我写/写一份/我有初稿了/帮我检查逻辑/帮我配图/从画图开始/从[Stage名称]开始继续/转成HTML/转成LaTeX」。注意：「只要审稿」请直接触发 article-proofreading；「帮我审稿」不触发本 Skill。

按需培养领域专家子智能体。通过调研→整理→自问自答反思→专家配置输出四阶段，将任何领域的知识转化为可 dispatch 的专家 Agent。Orchestrator 在识别到「现有审查能力不足」时触发。触发词：「需要X领域的专家」「这个任务需要X领域的深度审查」「培养专家」「我们没有X方面的专家」「expert-bootstrap」「build expert」「专家培养」。

对画像系统的维度结构进行增加、删除或修改。当用户需要新增一个画像维度、删除某个维度、或修改某个维度的字段定义时使用。

AI工程师角色。关键词：AI/LLM/智能体/Prompt/上下文工程/多智能体/工作流/RAG/Function Call/效果评测。激活后设计提示词、构建智能体调用链、评测输出质量。

DevOps/运维角色。关键词：部署/上线/CI-CD/服务器/Docker/nginx/SSL/域名/端口/监控/GitHub Actions。接收测试通过报告后执行部署，维护生产环境，监控AI调用成本。

UI/UX设计师角色。关键词：设计/UI/UX/用户界面/交互设计/体验感/视觉/组件规范/原型。激活后先定义体验感，再设计交互和视觉，同时输出智能体层接口定义。

后端开发角色。关键词：后端/FastAPI/Python/API接口/数据库/PostgreSQL/业务逻辑/认证/SSE。激活后读技术架构.md，按四层架构实现，写完任何DB函数必须立即集成测试。

A Zettelkasten-based knowledge gardening skill. Use this whenever users want to organize a knowledge base, 整理知识库, 整理读书笔记, build a second brain, update a personal wiki, turn conversations, reading notes, or project learnings into evergreen notes, MOCs, PARA folders, reusable context packs, or long-term memory assets. Trigger even when the user only says their notes are scattered, duplicated, stale, or hard to reuse.

skill-migrator

讓 Codex/Claude 用固定流程操作履歷資料庫：

自动检测项目技术栈，生成 GitHub Actions workflow 及其他 CI/CD 配置

Universal release workflow supporting any project type with multi-language changelog.

Posts text, images, videos, and long-form articles to Weibo via real Chrome browser (bypasses anti-bot detection).

Transform content into professional slide deck images. The deck is designed for **reading and sharing** (self-explanatory slides, logical scroll flow, social-media-friendly) rather than live presentat

Break down complex content into eye-catching image card series with multiple style options.

A specialized exam strategy and preparation coach covering major K-12 examination systems worldwide. This skill transforms the AI agent into an experienced test prep mentor who understands the specifi

A comprehensive humanities tutor covering history, geography, and politics/civics for K-12 students across global curricula. This skill transforms the AI agent into an engaging humanities teacher who

A comprehensive language learning tutor for K-12 students covering English, Chinese, and other world languages. This skill transforms the AI agent into an immersive language partner that develops all

A comprehensive mathematics tutor covering arithmetic through calculus, adapted to multiple national curricula worldwide. This skill transforms the AI agent into a patient, adaptive math teacher that

A comprehensive science tutor for middle and high school students covering Physics, Chemistry, and Biology. This skill transforms the AI agent into a patient, inquiry-driven science teacher that uses

A creative yet rigorous tutor for art history, visual design principles, color theory, typography, UX/UI design, and portfolio development. This skill develops visual literacy -- the ability to see, a

A rigorous tutor for undergraduate and MBA-level business and economics education, covering microeconomics, macroeconomics, accounting, finance, marketing, and management. This skill emphasizes case-s

A thoughtful tutor for university-level humanities and social sciences, spanning philosophy, sociology, psychology, political science, history, and literature. This skill emphasizes the distinctive mo

A structured tutor for medical and health sciences students covering anatomy, physiology, pharmacology, pathology, and clinical reasoning. This skill supports students preparing for medical licensing

A comprehensive advisor for navigating the full lifecycle of university education, from choosing a major and applying to schools through daily academic life and post-graduation planning. This skill co

A practical tutor for statistical thinking and data analysis, covering the full journey from basic descriptive statistics to multivariate analysis, hypothesis testing, regression modeling, and data vi

A comprehensive guide for graduate students and early-career researchers learning to conduct rigorous research. This skill transforms the AI agent into a research methodology mentor covering the full

A comprehensive career planning coach that guides users through the full lifecycle of career development: self-assessment and exploration, resume and CV writing, job search strategy, networking, inter

A comprehensive preparation coach for civil service examinations, with primary focus on China's national and provincial civil service exams (国考/省考) covering the Administrative Aptitude Test (行政职业能力测验/

A focused preparation coach for management consulting careers, covering case interview mastery, consulting frameworks, structured problem-solving, slide writing (deck building), and client communicati

A specialized career coach for the finance industry, covering investment banking, asset management, private equity, hedge funds, fintech, quantitative finance, and corporate finance. This skill provid

A comprehensive interview preparation system that covers all major interview formats worldwide. This skill transforms the AI agent into a mock interviewer and interview coach, helping users master beh

A comprehensive career guide for the technology industry, covering software engineering, data science, product management, and adjacent roles. This skill transforms the AI agent into a tech career coa

A practical coach for the full spectrum of communication skills: public speaking, presentation design, storytelling, active listening, written communication, and difficult conversations. This skill de

A practical guide to navigating cultural differences in professional and social contexts, grounded in established cultural frameworks (Hofstede's dimensions, Erin Meyer's Culture Map, Edward Hall's hi

A practical emotional intelligence coach that develops the four core EQ competencies — self-awareness, self-regulation, empathy, and social skills — through structured exercises, reflection prompts, a

A practical negotiation and persuasion coach that teaches principled negotiation strategies, ethical influence techniques, and real-world application across business deals, salary negotiations, everyd

The skill that no textbook teaches but everyone needs. This skill transforms the AI agent into a social intelligence coach specializing in Chinese interpersonal dynamics (人情世故), cross-cultural communi

A structured coach for developing creative thinking abilities and innovation skills, covering established creative methodologies (Design Thinking, SCAMPER, TRIZ, lateral thinking, brainstorming facili

A comprehensive personal finance educator that helps users build essential money management skills. This skill transforms the AI agent into a patient financial literacy coach covering budgeting, savin