AI Ml AI Skills

用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-ml

Troubleshoot and configure Semantix capabilities: Skills (project/custom/global/builtin priority, discovery dirs), Commands (override order, /dir:file naming), Hooks (11 events, automatic project…

Turns the User's Mind, meaning the Notes, Questions and earlier Answers above the Question, into a structured report draft with a title, a summary, sections and a conclusion, keeping their Citations…

Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or…

Apply, review, and explain TypeScript function conventions. Use automatically for tasks involving function responsibility, statelessness, purity, side effects, function arguments, function API design,…

TrailSnap 仓库提交、推送、需求平台与 PR 工作流规则。Use when preparing commits, pushing branches, managing the corresponding platform requirement, creating or merging pull requests, or monitoring PR CI in this…

5 concrete real-life actions, leverage-scored against open loops with specificity and anti-fluff gates

Build multi-sequence email automation flows with branching logic. Triggers on: "build email automation", "create email funnel", "email automation flow", "welcome series with branches", "conditional…

Evidence-first development — surround the implementation with an executable spec and a gauntlet of constraints (tests, types, coverage, mutation) so line-by-line review becomes optional. Use when the…

Health-check the wiki for contradictions, orphan pages, stale claims, and missing cross-references. Use when the user says "audit", "health check", "lint", "find problems", or wants to improve wiki…

Preview, validate, and bake bone-rotation edits on AnimSequences with constraint awareness and retarget safety. Use when the user asks to edit/pose/adjust an animation's bones, raise an arm, create a…

Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and…

Multi-agent code review with deep analysis. Orchestrates codebase research, optional web research, parallel Rust engineers, codex second opinion, and general-purpose reviewers into a synthesized…

Delegate coding tasks to external coding agents (Claude Code, Codex, Pi, OpenCode) via shell. Use when: (1) building new features or apps in a separate project, (2) reviewing PRs, (3) refactoring…

Commit all changes, push to remote, and open a pull request in one go. Use when the user says "commit push pr", "ship it", "open a pr", or invokes /git-commit-push-pr.

Linux desktop observation and control via native Pi tools or the computer-use-linux MCP server: accessibility trees, screenshots, window targeting, and input synthesis (click, type, scroll).

Essential native macOS development patterns that web developers don't know about. Use this skill whenever the user is building a macOS app and needs guidance on native patterns, or when they ask about…

公众号排版｜Markdown 转 HTML｜排版主题｜段落样式 — 公众号一键排版工具，Markdown 文稿转微信后台可粘贴 HTML，多主题、多字号、段落样式切换，所见即所得。面向公众号编辑、独立作者、排版岗。触发词：「排版」「版式」「美化」「格式化」「字号」「段落样式」「换个排版主题」「换个版式」「转 HTML」「弄好看点」「调整格式」。换预设包/品牌包/整套主题配色请走…

NSFC申请书文献检索与引用生成。使用OpenAlex API免费搜索学术文献，使用wenxian生成标准引用格式。

Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers queries…

Smart code review skill that helps review code quality, identify potential issues, and provide improvement suggestions.

Use when creating a feature, designing folder structure, adding repositories/services/view models, wiring dependency injection, or deciding which layer owns logic.

Light 跨材料一致性常驻机读门:在所有产出材料后台核查术语 / 指标(名+值)/ 创新点表述 / 方法名 在论文·PPT·软著·代码·项目文档之间是否统一,定义一改回扫所有已产出材料,把"各处说法对齐"从口头 建议落成**可机检、可阻断、可被总控 run_checkpoint 聚合的机读门**(产 light.findings.v1,术语/指标/ 创新点硬冲突 → Critical fail…

Systematically diagnose and fix bugs using logs, stack traces, and targeted experiments

Run the local maintainer release flow for this Changesets-based pnpm monorepo.

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

Use when a founder (especially a one-person company / 一人公司) wants to validate an AI product idea or MVP (AI 工具、AI 应用、Agent) before building further, writing a BP, or applying for policy support or…

Guide for using the A2A (Agent-to-Agent) communication protocol in AgenticX including agent discovery, skill invocation, remote agent cards, and distributed agent systems. Use when the user wants…

Control Android devices via ADB with vision feedback. Use this to see the screen, take screenshots, analyze UI elements, and automate phone tasks.

Diverse Island Genetic Algorithm skill. USE WHEN the user explicitly requests Diverse Island GA / diversity-oriented island GA, or wants specialized island roles with adaptive migration and novelty…

Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopathology slides, H&E stained images, multiplex…

Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code…

网文人设与群像工程。当用户需要设计主角性格、塑造配角功能、构建反派魅力、设计人物关系、规划人物弧光时触发。覆盖60+主角性格标签、30+配角功能模型、20+反派塑造模板，以及人物关系范式与弧光设计方法。

Distill the chatgpt-vue3-light-mvp project into reusable architecture for building similar ChatGPT-style web products in other repositories. Use when designing or implementing streaming chatbot UIs,…

Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file

Compile the Unity project and report errors/warnings. Use after C# edits; to try edits in the running Editor without a domain reload, use hot-reload.

Use only for current stock/share prices, ticker quotes, and financial market movers (gainers, losers, most-traded shares). Needs the app's Network switch on; no API key.

赛题一每日首轮攻击序列 — 被 injection-cycle 在每日首次触发时读取

Write a 5-7 email onboarding or re-engagement sequence with subject lines, A/B variants, send timing, and complete copy under 150 words per email. Use when a founder needs lifecycle emails for a…

Offensive AI security testing and exploitation framework. Systematically tests LLM applications for OWASP Top 10 vulnerabilities including prompt injection, model extraction, data poisoning, and…

Core principle that the main agent is a coordinator, not an implementer. All work must be delegated to subagents.

Generate a parametric electronics enclosure with a base and lid.

Use when reviewing a proposed REST or GraphQL API change before merge — checks contract clarity, backwards compatibility, errors, pagination, auth, and naming.

Audit code and dependencies for security vulnerabilities. Use when reviewing PRs, checking dependencies, preparing for deployment, or when user mentions security, vulnerabilities, or audit.

Use when building or editing AI inside an n8n workflow: the AI Agent node, Text Classifier, Information Extractor, Sentiment Analysis, Summarization Chain, Basic LLM Chain, embeddings, vector stores,…

Read, search and triage the user's Papr RSS subscriptions from the shell via the `papr` CLI. Use when the user wants to catch up on their feeds, find or summarize articles they've subscribed to, check…

Split a request into independent tasks, execute them in parallel, and summarize each agent's task, status, and result. Use when the user says "batch" or asks to execute a multi-part request in…

Use when a problem, idea, or change of intent is worth capturing as a long-form page, or the person asks to write it up. Never chooses a solution; the tracker issue belongs to create-ticket.

Drive any installed app on an owned, unlocked, Developer-Mode iPhone via interceptor ios *: ref-tagged element trees, deterministic coordinate taps (click), reliable text entry (type/keys), scroll,…

Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature serving, or data transformations. Covers feature stores (Feast, Tecton),…

Scan code changes for security vulnerabilities using Bug Hunter-native artifacts and STRIDE context. Use whenever the user asks for PR security review, commit-diff scanning, staged-change security…