AI Ml AI Skills

4,774 open-source AI Ml AI skills that teach any AI model a new workflow.

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zebbern logo

Linux Shell Scripting

zebbern
CommunityPopular

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…

464
4.6K
Instructions
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spinabot logo

Obsidian

spinabot
OrganizationPopular

Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

50
4.4K
Instructions
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basicmachines-co logo

Memory Onboarding

basicmachines-co
OrganizationPopular

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…

283
4K
5 files
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Netw0rkNoob logo

Redteam Injection Detail Pack

Netw0rkNoob
OrganizationPopular

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…

454
3.4K
1 files
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foryourhealth111-pixel logo

Dialectic

foryourhealth111-pixel
CommunityPopular

Minimal compatibility wrapper for vibe Dialectic Mode (multi-perspective design analysis).

288
3.3K
Instructions
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NVIDIA logo

Dali Dynamic Mode

NVIDIA
OrganizationPopular

DALI imperative dynamic mode (`nvidia.dali.experimental.dynamic`, ndd): use when working on ndd code or migrating pipelines; skip pipeline-only tasks.

397
3.3K
7 files
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samber logo

Golang Samber Lo

samber
CommunityPopular

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,…

213
3.3K
4 files
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TanStack logo

Tanstack Ai Migration

TanStack
OrganizationPopular

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,…

330
3.1K
Instructions
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rpamis logo

Comet Native

rpamis
OrganizationPopular

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.

295
3.1K
18 files
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bergside logo

Gradient

bergside
OrganizationPopular

Smooth color transitions and gradient-rich surfaces for modern, playful interfaces with visual depth.

273
2.8K
1 files
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jeremylongshore logo

Buzz Devrel

jeremylongshore
CommunityPopular

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…

402
2.8K
Instructions
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alsk1992 logo

Erc8004

alsk1992
CommunityPopular

Register AI agent identity on Ethereum via ERC-8004 Trustless Agents standard

336
2.8K
1 files
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Owl-Listener logo

Motion System

Owl-Listener
CommunityPopular

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…

384
2.7K
Instructions
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rlaope logo

Omh Design Quality Gate

rlaope
CommunityPopular

[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,…

194
2.7K
1 files
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HughYau logo

Pdf Explore

HughYau
CommunityPopular

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…

152
2.6K
1 files
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softaworks logo

Perplexity

softaworks
OrganizationPopular

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…

226
2.5K
Instructions
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openakita logo

Openakita/Skills@Doc Coauthoring

openakita
CommunityPopular

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…

277
2K
1 files
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Pinvou logo

Skill Author

Pinvou
OrganizationPopular

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。

281
2K
Instructions
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xu-xiang logo

Article Writing

xu-xiang
CommunityPopular

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。

318
1.9K
Instructions
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aipoch logo

Batch Effect Correction

aipoch
OrganizationPopular

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:…

175
1.9K
17 files
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questflowai logo

Klarman Deep Value

questflowai
OrganizationPopular

Use when evaluating Seth Klarman-style deep value and distressed opportunities: extreme margin of safety, forced sellers, liquidity discounts, complexity, downside protection, and patience.

138
1.8K
1 files
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Besty0728 logo

Unity Inspector

Besty0728
CommunityPopular

Advise on Unity Inspector authoring UX

164
1.8K
Instructions
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ginlix-ai logo

Trade Pitch

ginlix-ai
OrganizationPopular

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…

288
1.8K
1 files
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NeoLabHQ logo

Git Worktrees

NeoLabHQ
OrganizationPopular

Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides…

159
1.7K
Instructions
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limecloud logo

Webpage Generate

limecloud
OrganizationPopular

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。

207
1.5K
Instructions
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mohitagw15856 logo

Ai Context Primer

mohitagw15856
CommunityPopular

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…

240
1.4K
Instructions
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RefoundAI logo

Growth Experimentation

RefoundAI
OrganizationPopular

Help users build and scale a high-velocity growth experimentation engine that prioritizes impact and fosters a culture of rapid learning.

170
1.3K
2 files
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first-fluke logo

Oma Translation

first-fluke
OrganizationPopular

Translate or revise localized UI strings and prose while preserving meaning, terminology, placeholders, and structure.

149
1.3K
7 files
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TencentCloudBase logo

Spec Workflow

TencentCloudBase
OrganizationPopular

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…

141
1.1K
Instructions
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jezweb logo

Design Review

jezweb
CommunityPopular

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)…

102
1K
Instructions
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zeenie-ai logo

Cloudflare Skill

zeenie-ai
Community

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…

137
912
Instructions
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WellApp-ai logo

Cash Flow Forecast

WellApp-ai
Organization

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,…

48
342
Instructions
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OneWave-AI logo

Competitor Content Analyzer

OneWave-AI
Organization

Track competitor blog posts, whitepapers, and content strategy. Identify content gaps in your strategy.

49
293
Instructions
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qf-studio logo

Nav Workflow

qf-studio
Organization

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…

12
232
6 files
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team-telnyx logo

Telnyx Messaging Profiles Javascript

team-telnyx
Organization

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.

21
217
Instructions
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dev-toolings logo

Rate Limiting

dev-toolings
Organization

Implement rate limiting with the Symfony RateLimiter (sliding window, token bucket, fixed window) and the #[RateLimit] controller attribute

24
213
1 files
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seb1n logo

Context Compression

seb1n
Community

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…

35
188
Instructions
View
bobmatnyc logo

Build Mcp Server

bobmatnyc
Community

MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.

34
152
1 files
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hanamizuki logo

Xml To Compose Migration

hanamizuki
Community

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.

9
150
1 files
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Houseofmvps logo

Using Ultraship

Houseofmvps
Community

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

14
122
2 files
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cometchat logo

Cometchat Angular V5 Troubleshooting

cometchat
Organization

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.…

2
109
Instructions
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travisjneuman logo

Devops Cloud

travisjneuman
Community

DevOps, cloud infrastructure, and platform engineering. Use when working with AWS, GCP, Azure, Kubernetes, Terraform, CI/CD pipelines, or infrastructure as code.

22
98
Instructions
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korallis logo

Mcp Builder

korallis
Community

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…

9
89
Instructions
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vasilyu1983 logo

Ai Ml Timeseries

vasilyu1983
Community

Time-series forecasting with temporal validation, panel models, probabilistic forecasts, and TS foundation models. Use when modeling ordered observations.

19
87
29 files
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dylantarre logo

Frontend Developer

dylantarre
Community

Use when implementing animations in code, building UI transitions, or when a developer needs practical animation guidance for web/mobile applications.

12
84
Instructions
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existential-birds logo

Fix Llm Artifacts

existential-birds
Organization

Applies fixes from a prior review-llm-artifacts run, with safe/risky classification. Respects verify-llm-artifacts output when present to skip false positives.

8
82
Instructions
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simota logo

Grove

simota
Community

Designing and auditing repository structure for humans and LLM agents: layouts, monorepos, docs/tests/scripts, progressive disclosure, prompt-cache topology, and safe migrations.

14
80
24 files
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serac-labs logo

Fluent Development

serac-labs
Organization

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…

26
78
Instructions
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Cap-go logo

Capacitor Accessibility

Cap-go
Organization

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.

4
71
1 files
View
seaworld008 logo

Codeql Security Scanner

seaworld008
Community

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。

11
70
Instructions
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affaan-m logo

Security Review

affaan-m
CommunityPopular

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…

39.1K
261.1K
Instructions
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