Coding & Development

Generate valid fancy-kanban boards — markdown-embedded kanban boards with typed fields, swimlanes, workflow rules, and card face configuration for Obsidian and compatible tools

Online (incremental) covariance, correlation, and precision estimation in Python — the streaming complement to sklearn.covariance. Use when code needs a covariance/correlation matrix updated per observation, recomputes np.cov/np.corrcoef in a rolling loop, must judge or compare covariance estimates, or proposes a new covariance methodology. Points to task-specific skills.

BREAK 业务风险枚举与规避知识库 — 查询业务安全风险、规避手段、攻击工具、威胁行为者、行业术语和典型案例，或基于知识库回答业务安全问题

Generate AI-friendly repository documentation with the SourceSage CLI. Use when Codex needs to run `sage` or `sourcesage` to create `.SourceSageAssets/Repository_summary.md`, analyze the current repository or another local repository, switch the output language between English and Japanese, use `--lite` to keep the summary small, change the output directory, or optionally create a deprecated tag-diff release report with `--diff`.

这是一个创意的儿童折纸风格定格动画生日祝福视频生成器。当用户想要给小孩子制作个性化生日祝福动画时激活。该技能通过三段式的剧情（创意出场 -> 生日祝福 -> 暖心叮嘱），结合 5 大热门儿童 IP（汪汪队、小猪佩奇、奥特曼、海绵宝宝、哆啦A梦），生成用于 Gemini Omni Flash 的标准分镜提示词与中文配音指导。

Convert the current phase doc into an ordered execution plan and propose work packages (spec-first + tiered tests), including RTL/Hebrew checks.

基于目标岗位 JD、中文简历和用户确认的真实经历，完成中国大陆求职场景下的 JD 解析、证据映射、缺口诊断、素材追问、定制简历重写、ATS/HR/面试官审查及投递沟通材料生成。用于应届、社招、转行及互联网、AI、产品、运营、销售、技术、数据、设计等岗位；当用户要求针对 JD 优化中文简历、提高匹配度、生成 Boss 直聘或猎头话术、检查面试自洽性时使用。

Dify 工作流和插件开发的完整技能体系 - 模块化、渐进式、实用导向

SurrealDB Surrealism WASM extension development. Write Rust functions, compile to WASM, deploy as database modules. Part of the surreal-skills collection.

Dify 工作流和插件性能优化完整指南

Dify 集成和扩展技能 - API集成、MCP协议、外部服务集成

Dify 安全实践和部署运维完整指南，涵盖SSRF防护、代码沙箱、Docker/Kubernetes部署、监控告警和故障恢复

通过 Gemini 官网（gemini.google.com）执行生图、对话等操作。用户提到"生图/画图/绘图/nano banana/nanobanana/生成图片"等关键词时触发。操作方式分三级优先级：首选 MCP 工具 → 次选 Skill 脚本 → 最次连接 Skill 浏览器手动操作（需用户授权）。禁止自行启动外部浏览器访问 Gemini。

Dify 参考资料 - DSL语法、API文档、SDK参考、CLI命令

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are si

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing-context.md` that all other skills

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold out

When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha

Automated video localization, multi-engine ASR, AI translation, FFmpeg release pipeline

Foreign raw → bilingual cooked: whisperX ASR, agent translate, ASS burn, cloud-srt soft tracks, upload.md + cover. Core of the video-cooking chain.

Claude Code skill: fetch X/YouTube/local video → Whisper ASR → style-guided Claude translate → hard or soft subtitle render with frame QA.

CPU-only video subtitles: faster-whisper ASR → any-language translate → ASS burn or SRT/ASS export. No GPU. Claude/DSH agent skill with install + verify frame QA.

Deterministic CLI executor for video-cooking: wraps yt-dlp, whisperX, ffmpeg into cook subcommands (download/subtitle/dub).