AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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Browser Workflow Skill Builder
Create robust browser automation skills for sites like LinkedIn, X/Twitter, YouTube, Stripe, or other logged-in web apps by saving page context, analyzing HTML/CSS, writing skill-local JS…
Brand Persona Knowledge Builder
将品牌定位、价值观、受众画像、语气风格、内容样例、危机回应和表达禁区,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的品牌人设知识库。适用于用户要求“整理品牌人设”“沉淀品牌口吻”“把品牌资料变成可复用语气库”“维护品牌 persona pack”的场景。
Ab Test Readout
Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment…
Jwt
JWT attack playbook — algorithm confusion (alg=none, HS/RS confusion), kid path traversal/SQLi, jku/x5u SSRF, weak HS256 cracking, and embedded JWK trickery. Use when the target uses JWTs for auth…
Memory Audit Node Decomposition
节点分解。当一个节点体积过大、或塞了多个不相关概念导致disclosure无法覆盖时使用。
Pandic Office
Convert Markdown to PDF (or DOCX/EPUB/HTML) using the `pandoc` CLI. Use when asked to produce a PDF report, brief, summary, or any document where the input is Markdown and the output should be a…
Ai Native Ux
Help users interact with probabilistic models by designing interfaces that manage fluidity, intent, and agency while maintaining trust and control.
Oma Brainstorm
Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.
Network Protocol Viz
生成网络协议工作原理的可视化动画 HTML 页面,支持 TCP/IP、以太网帧、IPv4 数据报、路由、DHCP、HTTPS 等协议的图形化动态演示
Wiki Query
Fast, explicit, read-only llm-wiki queries for Codex. Use for factual lookups, evidence checks, lists, and inventory status without wiki writes.
Save Learning
Saves user instructions as persistent learnings for future sessions. Use when the user says 'remember this', 'always do X', 'from now on', 'never do Y', or gives any instruction they want persisted…
Aipex Browser
AI-powered browser automation using the AIPex Chrome Extension via MCP bridge. Use this skill when the agent needs to control a Chrome browser — navigating pages, clicking elements, filling forms,…
Sw American Case Studies
Case studies of American screenwriting (美国电影剧作案例) — Mei Feng's readings of the Hollywood Western (value pairs, four oppositions), screwball comedy (strong heroine, buddy vs adversary two-hander),…
Ai Model Web
Use this skill when a browser/Web app (React, Vue, Next, Nuxt, static sites, SPAs, dashboards, AI chat UI, 页面, 前端, 网页) needs AI models via @cloudbase/js-sdk. Default routing for Web/frontend AI — call…
D1 Migration
Cloudflare D1 migration workflow: generate with Drizzle, inspect SQL for gotchas, apply to local and remote, fix stuck migrations, handle partial failures. Use when running migrations, fixing…
Audio Skill
Control Android audio - get/set volume, mute/unmute for media, ringtone, notification, and call volumes.
Deep Research
Professional deep research report generation — multi-agent collaboration with parallel chapter writing, automatic latest-data targeting, multilingual output, and built-in quality checks.
Confident Speaking
Structures presentations and verbal pitches using Matt Abrahams' WHAT-SO WHAT-NOW WHAT framework and impromptu speaking techniques. Use when preparing presentations, creating talking points, or…
Convex Component Authoring
How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management
AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning…
Abu Plugin Builder
Create or edit a local Abu plugin in its dedicated creation conversation. Generate the package, then validate with plugin_prepare for user-reviewed installation.
Competitor Scan
Research best-in-class products using Browser MCP and WebSearch
Code Review
Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices,…
Pro Ppt
将用户的演示讲稿转化为「专业 · 高级感」风格的演示文稿图像(高端商务编辑风)。 视觉特征:极浅灰主色(#F2F2F2)、金属灰辅色、金色点缀、深蓝灰背景(#0F233B),整体克制、克莱因蓝调、印刷品级质感。 分三步:① 理解演讲内容与受众 ② 生成每页高级商务视觉提示词(Markdown 格式,保存到 workspace/docs/outline/) ③ 调用 image_gen_ppt.py…
Agent Team Builder
Designs and deploys custom agent teams for specific business workflows. Interactive discovery of business processes, then generates complete team configurations with specialized agent roles, tool…
Ad Persistence
Establishes persistent access in Active Directory environments after domain compromise. Covers DCShadow (rogue DC attribute modification), Skeleton Key (LSASS master password), custom SSP injection…
Grill Me Qa
A guided interview to challenge and validate QA automation plans, test strategies, and framework designs before implementation. Use when the user wants to validate a test architecture, challenge a…
Database Migration
Create database migration with schema changes and rollback. Auto-invoke when user says "create migration", "add table", "modify schema", or "change database".
Skill Coach
Guides creation of high-quality Agent Skills with domain expertise, anti-pattern detection, and progressive disclosure best practices. Use when creating skills, reviewing existing skills, or when…
Telnyx Ai Assistants Javascript
AI voice assistants with custom instructions, knowledge bases, and tool integrations.
Api Platform Security
Secure API Platform resources with security expressions, voters, securityPostValidation, and operation-level access control
Mpm Agents Skills
Agent and skill deployment mechanics for MPM system architecture
Git Helper
Generate git commit messages and help with git workflows
Hwc Realtime Streaming
Implement real-time Hotwire behavior: Turbo Streams over WebSocket/SSE, custom stream actions, inline stream tags, live list updates, and cross-tab state synchronization. Prefer this skill when the…
Skill Creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Assistant's capabilities with specialized knowledge,…
Clone Patterns
Learn From the Best — analyze patterns from any codebase and apply them to yours. Use when user wants to adopt best practices from another repo, compare code quality, or learn how top projects are…
Autoship
Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship", "merge Version Packages", or diagnose a release that…
State Management
State management patterns - Zustand, Jotai, Context
Cometchat Android V6 Calls
Add voice and video calling to an Android v6 CometChat app — the Calls SDK dependency, the settings-file calling toggle, call buttons in the message header, a global incoming-call listener,…
Athletics
Use this skill when the job is mostly about sustained force: large batches, exhaustive passes, long-running jobs, or load that needs to be carried without dropping it. It is the right metaphor when…
Design Masters
Deep knowledge of legendary designers and their enduring contributions. Learn from Saul Bass, Massimo Vignelli, Dieter Rams, Paula Scher, and others whose work defines excellence. Use when seeking…
Deno
Use when writing, running, configuring, reviewing, or debugging code in a Deno project, or when scaffolding a new one. Covers dependency management with deno install and deno add, package.json and…
Accessibility Inspect
One page, hands-on manual tier — drive a live page through the web accessibility (a11y) checks a rule engine can't decide: keyboard operation and focus order, screen-reader names, roles and states…
Ai Policy Generator
AI governance policy creation for nonprofits and enterprises with frameworks, risk assessment, ethical guidelines, and compliance templates. Use when drafting AI usage policies, responsible AI…
Design Craft
Constraint + process skill for UI that reads "designed", not "AI-generated". Mandatory two-pass process (token plan grounded in the subject's world + ONE signature element, then self-critique) whose…
Data Visualization
Use when animating charts, graphs, dashboards, data transitions, or any information visualization work.
Langgraph Architecture
Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting…
Atlas
Analyzing dependencies, circular references, and God Classes; authoring ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.
Approval Workflows
Configure ServiceNow approval rules and sysapproval_approver records — manager/group/script approvers, multi-level routing, delegation via sys_user_delegate, and parent-record state rollup.
Framework To Capacitor
Guide for integrating modern web frameworks with Capacitor. Covers Next.js static export, React, Vue, Angular, Svelte, and others. Use this skill when converting framework apps to mobile apps with…
Agent Workflow Designer
Design agent orchestration, handoffs, state, recovery, and evaluation when a workflow needs multiple coordinated agents or tools.
