AI Ml AI Skills

用户用自然语言描述交易风格，自动创建加密货币交易Bot并运行本地回测。支持周期反思进化。可选连接外部平台进行验证和模拟交易。

自动分析告警信息，按SOP排查问题并生成处理报告

Use when rewriting or refreshing an existing page that's underperforming. The agent fetches the URL, analyzes the current content, researches the SERP, and rewrites using the full anti-AI-slop ruleset…

Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

Isolate parallel work in a git worktree of the current repository (worktree tool: status / new / merge / remove). Use when another live session is dirty in the same directory (list_agents), when two…

Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails, prompts, flows, and inference profiles. Use when creating Bedrock agents…

Build, run and test macOS apps and Swift packages from the command line with XcodeBuildMCP, xcodebuild and swift. Use when asked to build, launch, test or debug a macOS target, a Swift package, or a…

Audit Value Delivery compliance after PR push

Cross-site scripting (XSS) vulnerability detection and exploitation. Supports reflected XSS, stored XSS, DOM-based XSS, and blind XSS testing. Use this skill when user mentions XSS, cross-site…

Pick a few old saves worth revisiting now, and say why now.

Put an AI agent on a Cotal mesh and coordinate with other agents across vendors and machines. Use when a user runs two or more agents that must hand work to each other, share a durable record, or…

Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.

Build a positioning and narrative where the developer is the hero and a real trend is the villain. Use when the messaging describes the product instead of the problem, sounds like every competitor, or…

Use when a visible product interface needs design judgment, including UI mockups during brainstorming, landing and marketing pages, visual direction exploration, reviewing an existing screen, or…

蒸馏并应用当前仓库的 Next.js Nextra 启动模板架构、已实现功能、二次开发扩展点与迁移模式。适用于理解本项目、继续二次开发、修改 docs/landing/i18n/theme/auth/UI 行为，或把这些 Next.js 16 + Nextra 4 + Tailwind CSS 4 模式复用到其他项目。

临考前的极速备考总教练。把课件、大纲、重点与真题建成分章 wiki 和标准题库，再组织惰性授课、 题库判分、错题与疑难复盘及可选考前小抄，并持久化进度。用于期末、备考、突击、刷题、划重点、 错题与考前复习；不用于长期规划或与考试无关的写作/编程。

Owns project and build-level work for Compose and Compose Multiplatform apps: bootstrapping a new project, adopting the kit in an existing project, adding or extracting a module, convention plugins in…

Write RULES.md, the project standards the AI must follow, with registry-verified dependency versions and permanent rule IDs.

Use this skill when summarizing meeting notes, extracting decisions, and preparing action items.

处理并深度解析 UI 交互录屏视频。将原子动效视频切片为 4x4 网格对比图与左右残影对比图，并全方位拆解交互细节（光标变形、触发时机、物理曲线）及推荐前端复现技术栈。

将用户的演示讲稿转化为拟人化动物世界主题的演示文稿图像（顶级3D动画电影风格）。 分三步：① 理解演讲内容与受众 ② 生成每页的3D动画电影风格生图提示词（Markdown 格式，保存到 workspace/docs/outline/） ③ 调用 image_gen_ppt.py 批量生成图像（保存到 workspace/docs/slides/）。 触发条件：用户提供演示稿/PPT…

Works through the review comments written into a task artifact (plan or research under .ork/tasks/TASK/): lists the open ones, asks how to proceed, then replies, resolves or hands off to iterate-plan…

Use only when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history.

Agent-to-Agent (A2A) communication protocol. Connect two or more Claude agents that pass messages, share context, delegate tasks, and collaborate. Implements structured handoffs, shared memory, and…

CET-4 and CET-6 exam preparation coach for original CET-style practice, diagnostic feedback, writing and translation correction, reading/listening drills, and study planning.

当用户要系统学一个新领域、不知道从哪入手、或担心「学得不够系统」时使用。用「知识图谱学习法」和用户一起构建该领域的概念/用途/父子节点图谱（自己建图的过程本身就是学习），标出复用价值最高的节点和「从常识就能入门的点」，给出有效学习路径并回答「学到哪算够」。触发场景：系统学 X 领域、从哪开始学、学得不系统、想要 X 的全貌、规划学习路径、这个领域有多大。

After write_file, re-read the deliverable (or ls + hexdump/line-print) and re-check the last format clauses before finishing.

Fill out web forms, submit data, and handle login or registration flows. Trigger when the user asks to: fill a form, submit data on a website, log in to a site, register an account, complete a…

Live browser interaction via Playwright MCP — navigate pages, click buttons, fill forms, take screenshots.

Fingerprint binary executables to identify programming languages, compilers, packers, and obfuscators. Uses signature scanning (PE sections, strings, function names) to determine the technology stack.

과잉 엔지니어링 패턴이 감지되면 자동으로 활성화됩니다: (1) 사용자가 명시적으로 변경을 요청하지 않은 코드나 파일을 수정하는 경우 (2) 요청되지 않은 새로운 추상화 레이어(class, interface, factory, wrapper)를 생성하는 경우 (3) 요청되지 않은 주석, 문서, JSDoc, 타입 어노테이션을 추가하는 경우 (4) 요청되지 않은…

Build evidence-led social audience personas from customer interviews, comments, reviews, or CRM notes.

构建并打磨项目的领域模型。当讨论代码库术语、编写或修改 GLOSSARY.md、记录或修改 ADR 时使用。

Build the strongest possible bear case against a stock — a deliberate short-seller red-team that argues why NOT to hold, surfacing counterevidence to any bullish thesis

Run an advanced configurable Hyperloom optimization session with explicit model, framework, workload, objective, and phase toggles. Use when the user wants more control than the fixed 3h or 12h demo…

Analyze and produce a ai bias audit with structured process, quality checks, and system integration

Create a new Langfuse integration page in the langfuse-docs repo. Use this skill whenever the user wants to add, create, draft, or scaffold an integration page, cookbook, or docs page for a new…

JeecgBoot 开发规范（仅手动触发）。⚠️ 本技能只在用户显式输入 /jeecg-dev 或 $jeecg-dev 命令时使用，禁止自动触发——编写/修改 JeecgBoot 代码、应用 GitHub PR/issue 改动、修复 bug、新增功能、重构、代码生成等场景都不要自动调用本技能。内容涵盖 update-begin/end 痕迹注释、命名规范、实体/控制器/服务模式、API…

用于【AI科幻】题材下的多平台输出 SOP 编排。作为题材包装层、兼容入口与路由层，负责保留AI科幻入口名，并明确要求优先强制加载并使用 `通用-多平台输出编排`，同时在多平台分发前先锁定母稿底盘与题材差异。支持今日头条分发。

Skill permission analysis, one-time authorization, analyze skill permissions, batch authorization

Use when bounding an LLM agent that already runs — scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human…

Drive a live browser from the CLI with playwright-cli to navigate, interact, snapshot, and capture evidence. Use for ad-hoc browser commands, page inspection, screenshots, traces, network mocking,…

Router skill for LLMQuant equities workflows. Use when the user needs stock analysis, equity comparison, research memos, merger-arb memos, or sell/take-profit work.

Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".

当需要优化一个已有 skill 文档时触发。读取目标 skill 全部文件，按四步流程重写，产出结构清晰、入口薄、描述直白的 skill 文档集。

Delegate bounded coding tasks to the local Devin CLI over ACP from a supervising agent such as Claude Code or Codex. Use when the user asks to hand work to Devin, when an independent implementation,…

Create or update a complete repository skill from a user's idea, including the workflow instructions, references, scripts or assets, agent metadata, skill-card artwork, cinematic banner artwork,…

Query and manage the executable feedback debug memory

AI voice assistants with custom instructions, knowledge bases, and tool integrations.

Active Directory Certificate Services (AD CS) escalation techniques ESC1 through ESC17, driven by hand with Certipy (ly4k). Use when the target runs a Certificate Authority and you want to find…

MANDATORY skill that activates whenever the OpenSpec tasks phase begins. Triggers: /opsx-new or /opsx-continue runs; openspec-new-change, openspec-continue-change, or openspec-explore is active;…