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

Scanning Tools

zebbern
CommunityPopular

This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networks", "detect malware", "check…

464
4.6K
Instructions
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spinabot logo

Xurl

spinabot
OrganizationPopular

A CLI tool for making authenticated requests to the X (Twitter) API. Use this skill when you need to post tweets, reply, quote, search, read posts, manage followers, send DMs, upload media, or…

50
4.4K
Instructions
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aiming-lab logo

Source Evaluation

aiming-lab
OrganizationPopular

Use this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.

454
3.5K
Instructions
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NVIDIA logo

Doca Comch

NVIDIA
OrganizationPopular

Use this skill when the user is doing hands-on DOCA Comch work on a host + BlueField pair — bringing up host ↔ DPU PCIe control-plane messaging, picking server (DPU) vs client (host) roles, choosing…

397
3.3K
7 files
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rpamis logo

Openspec Continue Change

rpamis
OrganizationPopular

Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow.

295
3.1K
Instructions
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bergside logo

Shadcn

bergside
OrganizationPopular

Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns.

273
2.8K
1 files
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alsk1992 logo

Mm

alsk1992
CommunityPopular

Market making - two-sided quoting with inventory management

336
2.8K
1 files
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Owl-Listener logo

Navigation Patterns

Owl-Listener
CommunityPopular

Select and design a navigation pattern — tabs, drawer, hierarchy, or hub — matched to product structure and user tasks. Use when choosing how users move between sections. For the underlying content…

384
2.7K
Instructions
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rlaope logo

Omh Meeting Brief

rlaope
CommunityPopular

[omh] Hermes Meeting Brief workflow: agenda, prompts, decisions, and record template. Use when the user says: meeting-brief, meeting brief, meeting agenda, agenda, discussion prompts, decisions…

194
2.7K
Instructions
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openakita logo

Openakita/Skills@Slack Gif Creator

openakita
CommunityPopular

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a…

277
2K
6 files
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xu-xiang logo

Golang Testing

xu-xiang
CommunityPopular

Go测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论,采用地道的Go实践。

318
1.9K
Instructions
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aipoch logo

Sample Group Sankey Plot

aipoch
OrganizationPopular

Use when generating Sankey or alluvial plots from sample annotation tables where rows are samples and selected columns are categorical stages such as risk group, response status, subtype, or cohort…

175
1.9K
11 files
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questflowai logo

Templeton Max Pessimism

questflowai
OrganizationPopular

Use when evaluating John Templeton-style global contrarian value: buy at points of maximum pessimism, search worldwide, and demand a large discount to long-term value.

138
1.8K
1 files
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Besty0728 logo

Unity Qframework Design

Besty0728
CommunityPopular

Source-anchored design rules for QFramework v1.0.257 covering the four-layer architecture (Controller/System/Model/Utility), Command/Query/Event/BindableProperty core tools, and the CoreKit-family…

164
1.8K
7 files
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NeoLabHQ logo

Status

NeoLabHQ
OrganizationPopular

Display the current state of the FPF knowledge base

159
1.7K
Instructions
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mohitagw15856 logo

Architectural Programme Brief

mohitagw15856
CommunityPopular

Turn a client's wishes into an architectural brief that can actually be designed against — the accommodation schedule, the adjacencies, the budget reality, and the constraints named before they become…

240
1.4K
Instructions
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RefoundAI logo

Pricing Strategy

RefoundAI
OrganizationPopular

Help users validate willingness-to-pay, select the right value metrics, and continuously optimize pricing and packaging to drive growth.

170
1.3K
2 files
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jezweb logo

Aussie Business English

jezweb
CommunityPopular

Australian business English for professional writing — warm, direct, EN-AU spelling (colour, organise, centre), no filler words. Use whenever the user is writing for an Australian audience: emails,…

102
1K
Instructions
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zeenie-ai logo

Whatsapp Send Skill

zeenie-ai
Community

Send WhatsApp messages to contacts, groups, or channels. Supports text, images, videos, audio, documents, stickers, locations, and contacts.

137
912
Instructions
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OneWave-AI logo

Csv Excel Merger

OneWave-AI
Organization

Merge multiple CSV/Excel files with intelligent column matching, data deduplication, and conflict resolution. Handles different schemas, formats, and combines data sources. Use when users need to…

49
293
2 files
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team-telnyx logo

Telnyx Numbers Java

team-telnyx
Organization

Search, order, and manage phone numbers by location, features, and coverage.

21
217
1 files
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bobmatnyc logo

Dispatching Parallel Agents

bobmatnyc
Community

Use multiple Claude agents to investigate and fix independent problems concurrently

34
152
4 files
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cometchat logo

Cometchat Onboarding

cometchat
Organization

The shared FRONT DOOR for adding CometChat to ANY app — a consultative, enterprise-grade DISCOVER → UNDERSTAND → PLAN journey that ALWAYS runs first, before any framework core. Detects the whole repo,…

2
109
5 files
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vasilyu1983 logo

Docs Ai Prd

vasilyu1983
Community

Writes PRDs and specs optimized for coding assistants. Use when authoring requirements or project context for Claude Code, Cursor, Copilot, or Codex.

19
87
49 files
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dylantarre logo

Loading States

dylantarre
Community

Use when indicating progress or waiting - spinners, progress bars, skeleton screens, shimmer effects, or any animation showing the system is working.

12
84
Instructions
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existential-birds logo

Tutorial Docs

existential-birds
Organization

Tutorial patterns for documentation - learning-oriented guides that teach through guided doing. Use when writing a tutorial, learning guide, getting-started or onboarding guide, beginner/introductory…

8
82
1 files
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simota logo

Pulse

simota
Community

Defining KPIs, tracking events, and dashboards: North Star Metric, funnel and cohort analysis, test-intelligence views. GA4/Amplitude/Mixpanel/PostHog. Use when metrics design is needed.

14
80
16 files
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serac-labs logo

Script Include Patterns

serac-labs
Organization

Write ServiceNow Script Includes — Class.create utility classes, AbstractAjaxProcessor client-callable APIs for GlideAjax, inheritance via Object.extendsObject, and scoped-app patterns.

26
78
Instructions
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affaan-m logo

Autonomous Agent Harness

affaan-m
CommunityPopular

Claude Codeを永続的なメモリ、スケジュール済み操作、コンピュータ使用、タスクキューイングを備えた完全自動エージェントシステムに変換します。スタンドアロンエージェントフレームワーク(Hermes、AutoGPT)を、Claude…

39.1K
261.1K
Instructions
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github logo

Bigquery Pipeline Audit

github
OrganizationPopular

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.

5K
39.1K
Instructions
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anthropics logo

Session Report

anthropics
OrganizationPopular

Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.

4.1K
36.4K
2 files
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mukul975 logo

Analyzing Prefetch Files For Execution History

mukul975
CommunityPopular

Parse Windows Prefetch files (versions 17, 23, 26, 30) with tools like PECmd, WinPrefetchView, or python-prefetch to determine program execution history, including run counts, execution timestamps,…

4K
32.9K
2 files
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RightNow-AI logo

Security Audit

RightNow-AI
OrganizationPopular

Security audit expert for OWASP Top 10, CVE analysis, code review, and penetration testing methodology

2.3K
18.2K
Instructions
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wanshuiyin logo

Prior Art Search

wanshuiyin
CommunityPopular

Search patent databases and academic literature for prior art relevant to an invention. Use when user says "现有技术检索", "prior art search", "专利检索", "check patents", or wants to find relevant prior art.

1.4K
16.3K
Instructions
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Orchestra-Research logo

Weights And Biases

Orchestra-Research
OrganizationPopular

Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform

916
12.8K
3 files
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AgriciDaniel logo

Ads Generate

AgriciDaniel
CommunityPopular

Generate paid-ad image assets from a validated creative brief and brand profile using an explicitly configured image provider. Triggers on: generate ads, generate ad images, create ad creatives,…

1.4K
9.4K
Instructions
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TokenRhythm logo

Meta Multi Format Export Pack

TokenRhythm
OrganizationPopular

From one piece of source content, render four deliverables: .docx report, .pptx slides, .xlsx data, and an HTML/PDF public version.

566
7K
Instructions
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FlorianBruniaux logo

Review Pr

FlorianBruniaux
CommunityPopular

Perform a comprehensive code review of a pull request

782
6K
Instructions
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OpenSenseNova logo

Sn Infographic

OpenSenseNova
OrganizationPopular

Generates professional infographics with various layout types and visual styles. Analyzes content, recommends layout and style, and generates publication-ready infographics. Use when user asks to…

392
5.6K
162 files
View
maziyarpanahi logo

Querying Openfda Labels

maziyarpanahi
CommunityPopular

Looks up FDA drug labels, NDC directory entries, indications, boxed warnings, and recalls/enforcement actions via the free public OpenFDA API to enrich drugs that OpenMed extracts. Use when the user…

677
5.3K
Instructions
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zebbern logo

Scholarly Writing Refiner

zebbern
CommunityPopular

Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text. Triggered by phrases…

464
4.6K
Instructions
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aiming-lab logo

Sql Best Practices

aiming-lab
OrganizationPopular

Use this skill when writing SQL queries — selects, joins, aggregations, window functions, or schema modifications. Apply whenever SQL is needed to ensure correctness, safety, and performance.

454
3.5K
Instructions
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NVIDIA logo

Doca Comm Channel Admin

NVIDIA
OrganizationPopular

Use this skill to enumerate host↔DPU DOCA comch (formerly Comm Channel) servers and connections via the shipped doca_comm_channel_admin binary — listing comch-capable devices and decoding the…

397
3.3K
7 files
View
rpamis logo

Openspec Explore

rpamis
OrganizationPopular

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

295
3.1K
Instructions
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bergside logo

Sketch

bergside
OrganizationPopular

A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, rounded pill controls.

273
2.8K
1 files
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jeremylongshore logo

Apex Review

jeremylongshore
CommunityPopular

Cross-cutting review of recent work — catches gaps between specialists. Use when asked to "review what we built", "check the work", "pre-launch review", or after completing a significant chunk of…

402
2.8K
Instructions
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alsk1992 logo

Monitoring

alsk1992
CommunityPopular

System health monitoring, alerts, and error tracking

336
2.8K
1 files
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Owl-Listener logo

Onboarding Design

Owl-Listener
CommunityPopular

Design the first-run experience — activation path, progressive disclosure, and time to first value. Use for a user's very first session. For the mechanics of the signup form itself, use `form-design`.

384
2.7K
Instructions
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rlaope logo

Omh Memory New

rlaope
CommunityPopular

[omh] Capture one bounded durable project or product memory candidate through explicit remember, refuse, or defer review; for existing Hermes memory use omh-memory-sync, and for a past decision use…

194
2.7K
Instructions
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openakita logo

Smtp Email Sender

openakita
CommunityPopular

Send emails via SMTP (Gmail, Outlook, etc.). Supports attachments, HTML content, and multiple recipients. Use when user asks to send email, compose email, or email someone.

277
2K
3 files
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xu-xiang logo

Investor Materials

xu-xiang
CommunityPopular

创建和更新宣传文稿、一页简介、投资者备忘录、加速器申请、财务模型和融资材料。当用户需要面向投资者的文件、预测、资金用途表、里程碑计划或必须在多个融资资产中保持内部一致性的材料时使用。

318
1.9K
Instructions
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