AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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Linux Shell Scripting
This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It…
Obsidian
Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
Memory Onboarding
Guide someone new to Basic Memory through designing and building a complete personal knowledge system — interview them about what they want to track, propose a structure, build it with schemas and…
Redteam Injection Detail Pack
Domain routing and boundary guidance for authorized general injection testing outside SQL injection, including NoSQL, LDAP, XPath, and expression language injection. Use when a task belongs to the…
Dialectic
Minimal compatibility wrapper for vibe Dialectic Mode (multi-perspective design analysis).
Dali Dynamic Mode
DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.
Golang Samber Lo
Functional programming helpers for Golang using samber/lo — 500+ type-safe generic functions for slices, maps, channels, strings, math, tuples, and concurrency (Map, Filter, Reduce, GroupBy, Chunk,…
Tanstack Ai Migration
Move an app to TanStack AI from the Vercel AI SDK or raw provider SDKs, or move it off a deprecated TanStack AI API. Use when someone asks whether to switch AI libraries, when code mixes streamText,…
Comet Native
Comet Native workflow. Use when the user explicitly invokes /comet-native, asks to start or resume a Native change, or the entry routes to Native.
Gradient
Smooth color transitions and gradient-rich surfaces for modern, playful interfaces with visual depth.
Buzz Devrel
Developer relations playbook builder — produces a DevRel program design covering community platform, contributor program tiers, ambassador criteria, event strategy, and success metrics. Use when asked…
Erc8004
Register AI agent identity on Ethereum via ERC-8004 Trustless Agents standard
Motion System
Define motion tokens — durations, easing vocabulary, and reduced-motion handling — for consistency product-wide. Use when standardising motion across a system. For crafting one specific animation, use…
Omh Design Quality Gate
[omh] Hermes Design Quality Gate workflow: enforce superior content, design, layout, publishing, and visual QA gates. Use when the user says: design-quality-gate, design quality gate, ui ux pro max,…
Pdf Explore
Use this skill when the user has attached a PDF, paper, report, or other document and the answer needs content from more than one place in it: summarize the methods or any other section, compare…
Perplexity
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries. NOT for library/framework docs (use…
Openakita/Skills@Doc Coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, PRDs, RFCs, or similar structured…
Skill Author
当用户想创建一个新技能时使用——用户描述想要的能力(说"帮我写个技能/创建一个 skill/生成 SKILL.md/做个 XX 技能"),本技能引导生成规范的 SKILL.md(name、description、正文指令)。若要交付成可上传插件包,可继续按「插件包标准化」规则补 plugin.json/图标、导出标准包,最后询问用户是否安装。
Article Writing
根据提供的示例或品牌指导,以独特的语气撰写文章、指南、博客帖子、教程、新闻简报等长篇内容。当用户需要超过一段的精致书面内容时使用,尤其是当语气一致性、结构和可信度至关重要时。
Batch Effect Correction
Use when correcting batch effects in merged bulk expression matrices with sample-level batch metadata while preserving biological group structure and generating before-and-after QC plots. NOT for:…
Klarman Deep Value
Use when evaluating Seth Klarman-style deep value and distressed opportunities: extreme margin of safety, forced sellers, liquidity discounts, complexity, downside protection, and patience.
Unity Inspector
Advise on Unity Inspector authoring UX
Trade Pitch
Turn finished analysis on one named security into a position: variant view, falsifiable evidence, scenario tree, expression, risk and monitoring. Triggers on pitch this name, should I buy, a long idea…
Git Worktrees
Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides…
Webpage Generate
根据目标说明生成可直接预览的单文件 HTML 网页,并落到工作区供右侧 viewer 预览。
Ai Context Primer
Build the context an AI needs to do a task well — the background, constraints, examples, and format it can't guess — so you get a great result on the first try instead of a generic one you have to…
Growth Experimentation
Help users build and scale a high-velocity growth experimentation engine that prioritizes impact and fosters a culture of rapid learning.
Oma Translation
Translate or revise localized UI strings and prose while preserving meaning, terminology, placeholders, and structure.
Spec Workflow
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance criteria, or…
Design Review
Review a web app or page for visual design quality — layout, typography, spacing, colour, hierarchy, consistency, interaction patterns, and responsive behaviour. Not a UX audit (that checks usability)…
Cloudflare Skill
Work with Cloudflare via the official cf CLI — check auth identity, list zones, list/create/delete DNS records, query the GraphQL Analytics API (zone traffic, Web Analytics/RUM), and run any other cf…
Cash Flow Forecast
Forecast cash flow and runway for a Well workspace from booked invoices and collected bank transactions. Use when the user asks for a cash-flow forecast, runway, how long until they run out of cash,…
Competitor Content Analyzer
Track competitor blog posts, whitepapers, and content strategy. Identify content gaps in your strategy.
Nav Workflow
Unified workflow orchestration for substantial tasks. Auto-detects complexity, defers to matching skills, or provides phase-based execution. Solves workflow conflicts between skills, loop mode, and…
Telnyx Messaging Profiles Javascript
Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides JavaScript SDK examples.
Rate Limiting
Implement rate limiting with the Symfony RateLimiter (sliding window, token bucket, fixed window) and the #[RateLimit] controller attribute
Context Compression
Compress selected context to a target token budget while preserving decisions, evidence, constraints, and unresolved questions. Use when relevant material is already selected but too long; use…
Build Mcp Server
MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.
Xml To Compose Migration
Convert Android XML layouts to Jetpack Compose. Use when asked to migrate Views to Compose, convert XML to Composables, or modernize UI from View system to Compose.
Using Ultraship
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Cometchat Angular V5 Troubleshooting
Diagnose a broken CometChat Angular integration — blank panes, silent no-render, empty lists, events that never fire, UI that does not update, memory leaks, install failures. Symptom to cause to fix.…
Devops Cloud
DevOps, cloud infrastructure, and platform engineering. Use when working with AWS, GCP, Azure, Kubernetes, Terraform, CI/CD pipelines, or infrastructure as code.
Mcp Builder
Build Model Context Protocol (MCP) servers and tools that extend Claude's capabilities with custom functions, data sources, and integrations. Use when creating custom MCP servers, implementing tools…
Ai Ml Timeseries
Time-series forecasting with temporal validation, panel models, probabilistic forecasts, and TS foundation models. Use when modeling ordered observations.
Frontend Developer
Use when implementing animations in code, building UI transitions, or when a developer needs practical animation guidance for web/mobile applications.
Fix Llm Artifacts
Applies fixes from a prior review-llm-artifacts run, with safe/risky classification. Respects verify-llm-artifacts output when present to skip false positives.
Grove
Designing and auditing repository structure for humans and LLM agents: layouts, monorepos, docs/tests/scripts, progressive disclosure, prompt-cache topology, and safe migrations.
Fluent Development
This skill should be used when the user asks to "build a fluent app", "create a servicenow app in typescript", or mentions "servicenow sdk", "now-sdk", "fluent", "scoped app as code", or "pro-code…
Capacitor Accessibility
Accessibility guide for Capacitor apps covering screen readers, semantic HTML, focus management, and WCAG compliance. Use this skill when users need to make their app accessible.
Codeql Security Scanner
用于通过 CodeQL 执行语义代码扫描、安全查询、自定义规则、SARIF 报告和 GitHub Code Scanning 集成。
Security Review
Usar este skill al agregar autenticación, manejar entradas de usuario, trabajar con secretos, crear endpoints de API o implementar funcionalidades de pago/sensibles. Proporciona lista de verificación…
