AI Ml AI Skills

An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. Finds real sources at Crossref and OpenAlex, drafts each section against them,…

Update per-package CHANGELOG.md files for a Ratel release. Drafts entries with git-cliff (scoped per package), lets you curate, then writes the CHANGELOGs. Handles both RC entries and GA-graduation…

最好的找Skill的方式，能够基于你的任务，去寻找最匹配的高质量Skill。以下三种情况下都应使用本技能：① 用户主动要找 Skill，或者需要借助他人经验时——当用户说"找个 xxx 技能""股票分析别人怎么做的""找一找有没有现成的技能"等表达寻找意图时；② Agent 自主判断需要外部 Skill…

Generate and write VuePress Plume theme config. Invoke when user asks to init or update theme config, including collections, navbar, sidebar, locales, plugins, and all theme features like search,…

Solutioning skill (Winston, the Architect). Produces architecture.md with ADRs and systematic NFR coverage, mapping every FR/NFR from the PRD to a concrete design decision. ONE architecture forces all…

Add a new article/post card to the resume's Posts section. Writes the English and Portuguese title and description, runs every piece of that text through the humanizer skill, saves the thumbnail in…

Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more. Use when the user wants to build a chatbot, AI assistant UI, or any AI-powered…

Implement comprehensive audit logging and reporting for multi-agent systems. Covers event capture, structured logging, traceability, compliance reporting, forensic analysis, and real-time monitoring…

Personal career coach with 4 modes: weekly reports, monthly reflections, self-reviews, promotion assessments

Project knowledge for developing and maintaining @cablate/mcp-google-map. Architecture, Google Maps API guide, GIS domain knowledge, and design decisions. Read this skill to onboard onto the project…

Surgically select, compress, and recover codebase context using Entroly's MCP tools. Slashes token usage by up to 95% with Merkle-exact recovery receipts and WITNESS verification.

Build or refresh the Operator Project Index.

基于故事文本分析人物特征，生成详细人物小传。适用于理解人物设定、为演员塑造角色提供参考、为剧本创作建立人物档案； 当用户提到人物小传、角色档案、人设分析时使用。

创建、编辑和优化人物主导、数据密集、视觉统一的人物数据信息图与生涯海报，输出可编辑 HTML 和高清 PNG。适用于运动员、音乐人、演员、创作者、历史人物等人物专题，或参考人物剪影周围编排数据的杂志式信息图。仅有人物姓名不构成触发条件；单张统计图、普通人物介绍文章、以及明确要求 Page Schema/VStory 的任务不走此流程。

Use when user asks to compare masters, compare schools, compare perspectives, 对比, 各宗怎么看, 不同宗派, 禅净之争, 性相之辩, 空有之争, or wants multiple masters to answer the same question. Triggers include…

Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. Use when writing, planning, or continuing an arXiv review/survey paper, or when validating and…

Review recommendation-system code, architecture, experiment, or design for correctness, serving safety, offline-online consistency, capacity, observability, and rollback gaps.

Demo classpath skill

How the TestDriver agent behaves on GitHub issues, pull requests, and @mentions

撰写机构级个股投资研究报告（二级市场深度研究）。Use whenever the user wants to research, analyze, or value a specific publicly-traded stock — e.g. "研究/分析一下某只股票（公司名或代码）"、"帮我看看 NVDA 值不值得买"、"给某只股票写一份投研报告/研报"、"is this stock a…

Sync the current branch in one pass — commit the working tree as one commit per logical change (in the host repo's commit format, or the super-board writing standard), gate Supabase schema changes,…

Form 990 (full return) in the United States: how I do it

Query the user's local knowledge bases through the Carrel search API, fetch original text or images as needed, compose the answer, list the reference files and offer follow-up directions drawn from…

Maintain bounded, durable AI project memory in a repository's docs/ai/ pack. Use when Codex or Claude Code needs to create, read, update, or audit project memory (project-card, architecture, diagrams,…

Use only when the user explicitly asks for help drafting or revising an AI/ML research paper in LaTeX, including structure, BibTeX, formatting, or academic-writing checks.

Bug bounty and security audit engine — trust-first iterative hunting. The "3rd eye" for pentesting.

Airflow adapter pattern for v2/v3 API compatibility. Use when working with adapters, version detection, or adding new API methods that need to work across Airflow 2.x and 3.x.

Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI discoverability," "AEO," "LLM visibility,"…

后端开发 Agent — API 设计、数据库优化、服务器端逻辑、认证授权、性能优化

Headless root-cause debugging loop for a Foreman worker whose tests, build, or acceptance check are failing — especially on a retry. Find the root cause before changing anything, fix at the source…

Assessment: read-only inspection, codebase overview, value analysis, health checks, ADR consultation, decision analysis, multi-perspective critique.

Coding extension skill

Web+AI 安全测试知识库。融合 WooYun 88,636 案例 + 先知 L1-L4 方法论 + GAARM 173 风险 + OWASP Top 10 (LLM/ASI/WSTG)。 TRIGGER when 任务是实战安全测试：渗透测试、漏洞挖掘/利用、红队攻防、安全审计 (SAST/DAST)、 CTF、AI/LLM 安全测试 (Prompt…

The single interface for building, improving, and debugging exo workflows. Routes to one of three intents. BUILD takes a rough idea, or an agent template slug from the ghostsecurity.ai catalog,…

Format new entries from temp.md into temp_entries.md, ready to insert into the section files. USE FOR: adding new resources to the knowledge base. DO NOT USE FOR: editing existing entries or…

Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or…

Use when writing Playwright tests, fixing flaky tests, debugging failures, implementing Page Object Model, configuring CI/CD, optimizing performance, mocking APIs, handling authentication or OAuth,…

Use when the user wants to humanize text, trim slop, de-AI or de-slop writing, remove AI tells, fix robotic or ChatGPT-sounding prose, or make writing sound human and natural. Also run before…

Activate ATLAS pattern recognition mode. Identify repeated patterns, extract essential characteristics, and create reusable abstractions from concrete examples.

Apply VueUse composables where appropriate to build concise, maintainable Vue.js / Nuxt features.

Battle-tested Playwright patterns for writing and debugging reliable E2E, API, component, visual, accessibility, and security tests. Use when you need locator strategy, assertions, fixtures, network…

Find chats by name, read or search WeChat messages with the local GreenBubbles CLI. Use for bounded live or snapshot queries; route setup problems to greenbubbles-setup and maintained notes to…

结构化代码审查执行清单：先用 code_review_context 固定审查对象（同一 diff 快照），再按正确性 → 安全 → 测试 → 可维护性四层给出可行动的评审意见。适用于"review 一下这个改动 / 这个 PR / 未提交的代码"类请求。

Reach for this when caption text from a YouTube video is wanted: reading a video instead of watching it, quoting or translating speech, accessibility (deaf/HoH) needs, content review, language…

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。

AI 辅助生成日报的工作流，支持自动采集工作数据和引导式两种模式

Creates Python projects with proper structure, virtual environments, and dependency management. Use when users request to create a new Python project, set up a Python development environment, or…

麦当劳中国官方 MCP 智能助手。当用户提到麦当劳、金拱门、麦乐送、到店取餐、麦咖啡、麦麦省、优惠券、领券、活动日历、麦当劳活动、品牌联名、联名款、联名周边、限定、IP合作、积分、麦麦商城、抽奖、点餐、下单、比价、怎么点最划算、拼单、群点、聚餐点餐、办公室下午茶、夜宵拼单、多人点餐、分摊等，优先使用本…

用户要审查、体检、评审一份 PRD / 产品需求文档 / 功能说明时使用，产出结构化的问题清单而不是笼统评价

Drive a PR to an approved code review by looping OCR's multi-agent review and address steps. Runs /ocr:review then /ocr:address repeatedly until the review verdict is APPROVE, then one final…

Device DNS, TCP, ICMP ping and traceroute diagnostics, LAN discovery, HTTP and downloads.