AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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AI skills directory results
Scanning Tools
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…
Xurl
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…
Source Evaluation
Use this skill when presenting information from external sources, citing research, or answering factual questions. Assess source credibility and recency before relying on it.
Doca Comch
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…
Openspec Continue Change
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.
Shadcn
Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns.
Mm
Market making - two-sided quoting with inventory management
Navigation Patterns
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…
Omh Meeting Brief
[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…
Openakita/Skills@Slack Gif Creator
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…
Golang Testing
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。
Sample Group Sankey Plot
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…
Templeton Max Pessimism
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.
Unity Qframework Design
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…
Status
Display the current state of the FPF knowledge base
Architectural Programme Brief
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…
Pricing Strategy
Help users validate willingness-to-pay, select the right value metrics, and continuously optimize pricing and packaging to drive growth.
Aussie Business English
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,…
Whatsapp Send Skill
Send WhatsApp messages to contacts, groups, or channels. Supports text, images, videos, audio, documents, stickers, locations, and contacts.
Csv Excel Merger
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…
Telnyx Numbers Java
Search, order, and manage phone numbers by location, features, and coverage.
Dispatching Parallel Agents
Use multiple Claude agents to investigate and fix independent problems concurrently
Cometchat Onboarding
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,…
Docs Ai Prd
Writes PRDs and specs optimized for coding assistants. Use when authoring requirements or project context for Claude Code, Cursor, Copilot, or Codex.
Loading States
Use when indicating progress or waiting - spinners, progress bars, skeleton screens, shimmer effects, or any animation showing the system is working.
Tutorial Docs
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…
Pulse
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.
Script Include Patterns
Write ServiceNow Script Includes — Class.create utility classes, AbstractAjaxProcessor client-callable APIs for GlideAjax, inheritance via Object.extendsObject, and scoped-app patterns.
Autonomous Agent Harness
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…
Bigquery Pipeline Audit
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
Session Report
Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.
Analyzing Prefetch Files For Execution History
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,…
Security Audit
Security audit expert for OWASP Top 10, CVE analysis, code review, and penetration testing methodology
Prior Art Search
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.
Weights And Biases
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
Ads Generate
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,…
Meta Multi Format Export Pack
From one piece of source content, render four deliverables: .docx report, .pptx slides, .xlsx data, and an HTML/PDF public version.
Review Pr
Perform a comprehensive code review of a pull request
Sn Infographic
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…
Querying Openfda Labels
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…
Scholarly Writing Refiner
Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text. Triggered by phrases…
Sql Best Practices
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.
Doca Comm Channel Admin
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…
Openspec Explore
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.
Sketch
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.
Apex Review
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…
Monitoring
System health monitoring, alerts, and error tracking
Onboarding Design
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`.
Omh Memory New
[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…
Smtp Email Sender
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.
Investor Materials
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。
