AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Ionic App Development
Guides the agent through general Ionic Framework development including core concepts, component reference, CLI usage, layout, theming, animations, gestures, development workflow, and troubleshooting.…
Skill Creator Pro
Create new skills, modify and improve existing skills, and measure skill performance for Claude Code. Use when users want to create a skill from scratch, edit or optimize an existing skill, run evals…
Particle System
This skill should be used when the user asks to "build a particle system", "make confetti/snow/smoke/sparks", "create a connected-dot/constellation network background", "add a flow-field or curl-noise…
Git Publish Release
当用户明确要求发布项目到 GitHub、创建 GitHub Release 或生成 Release Notes 时使用。根据版本历史整理发布说明;仅要求预览时不执行发布。
Ai Rag Patterns
Use when building features that answer questions from private data, documents, policies, or time-sensitive information — RAG architecture, chunking, hybrid search, re-ranking, vector databases,…
Video Prompting Guide
Best practices and techniques for writing effective AI video generation prompts. Covers: Veo, Seedance, Wan, Grok, Kling, Runway, Pika, Sora prompting strategies. Learn: shot types, camera movements,…
Ui Visual Qa
Performs deterministic visual QA of web and mobile interfaces using screenshots, golden tests, component states and regression checks where available.
Open Design Integrations
Show which services Open Design can use directly (Canva, Figma, Notion, Google Drive, Slack, social posting), whether each is connected, and how to set one up — use whenever the user asks which…
Openclaw Pr Maintainer
Review, triage, repair, or land OpenClaw issues and pull requests with current-source evidence and the native maintainer workflow.
Investor Outreach
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and…
Draw Your Font
Turn a handwriting photo into an installable TTF font.
Video Generation
Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.
Give Me Tips
Explains any senpi tip in depth, including Tip: lines in the TUI. Use when the user asks about a tip, what a tipped feature does, or which tips they can see.
Gsap Core
Official GSAP skill for the core API — gsap.to(), from(), fromTo(), easing, duration, stagger, defaults, gsap.matchMedia() (responsive, prefers-reduced-motion). Use when the user asks for a JavaScript…
Hyperframes Audio
Use when audio already placed in a HyperFrames composition needs to be mixed: fade-in/fade-out, crossfade, track gain or volume, volume automation, ducking, a music bed that fights a voiceover…
Bmad Qa Generate E2e Tests
Generate automated API and end-to-end tests for implemented features. Use when the user says "create qa automated tests for [feature]"
Context Map
Generate a map of all files relevant to a task before making changes
Auditing Azure Active Directory Configuration
Auditing Microsoft Entra ID (Azure Active Directory) configuration to identify risky authentication policies, overly permissive role assignments, stale accounts, conditional access gaps, and guest…
Safety
Check secret handling, staged changes and push targets, destructive Git operations, Docker image hygiene, and new dependencies before consequential coding actions. Use for commits, pushes, container…
Agentmemory Hooks
The agentmemory plugin hooks that capture observations automatically across the agent session lifecycle. Use when explaining how memory gets captured without manual saves, when debugging missing…
Screenpipe Meeting Follow Up
Capture decisions and commitments after a meeting and draft a concise follow-up.
Ideate
Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing, selection, and Lamarckian meta-learning,…
Code Reviewer
Code review specialist focused on patterns, bugs, security, and performance
Resubmit Pipeline
Workflow 5: orchestrate a text-only resubmit of a polished paper to a different venue under hard constraints (no new experiments, no bib edits, no framework changes, never overwrite prior…
Seo Maps
Maps intelligence for local SEO: geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification, competitor radius…
Whizard Auditing
Use when working with WizTelemetry Auditing extension for KubeSphere, including installation, configuration, and audit query API
Instructor
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor -…
Performance Review
Turn a period's goals and results into a quantified, evidence-based performance self-assessment or manager review, delivered as a Word document
Security Threat Model
Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Use when the user asks to…
Paper Latex Sanitizer
Deterministically normalize safe LaTeX punctuation and replace unsupported forecast magnitudes with explicit placeholders before meta-paper-write publication gates run.
Work Unit Commits
Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.
Context7 Docs Research
Resolve the correct library and retrieve a small, relevant set of version-aware official documentation before answering a technical question.
Session Save
Save the current session state (decisions, modified files, current status, and next steps) to a handoff file for later resume.
Adapt
Adapt designs to work across different screen sizes, devices, contexts, or platforms. Implements breakpoints, fluid layouts, and touch targets. Use when the user mentions responsive design, mobile…
Benchmark Pii Recall
Benchmark an OpenMed PII model with synthetic gold spans and report label-aware exact-span and grapheme recall without emitting identifier surfaces. Use when an agent must compare a model, threshold,…
Sandbase
Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social data, and structured retrieval. Use sandbase_discover before…
Api Shape Explorer
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions…
Lead Scout
How to find and VERIFY business leads (any niche, any city) — especially "businesses without a website" prospecting. Decides "no website" by SEARCHING the business name, not by a map button. Use…
Editor Selection Set
Set the current Selection in the Unity Editor to the provided objects. All `ObjectRef`s must resolve to existing Unity objects; otherwise the call throws. Use 'editor-selection-get' to inspect the…
Memory Defrag
Defragment and reorganize agent memory files: split bloated files, merge duplicates, remove stale information, and restructure the memory hierarchy. Use when memory files have grown unwieldy, contain…
Explaining Machine Learning Models
Explain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training…
Omh Production Audit
[omh] Imminent production launch or release: evaluate release, deploy, security, observability, rollback, docs, and support readiness without claiming production access. Use when the user says:…
Doca Dpdk Bridge
Use this skill when the user has an existing DPDK application and is adding DOCA capabilities in-place — most commonly DOCA Flow hardware steering — without rewriting the data-plane in DOCA-native…
Fiction
A playful, energetic, cartoonesque interface inspired by friendly children's-book illustrations — warm cream backgrounds, big bold custom display typography, saturated brand color blocks, thick black…
Redteam Csrf Detail Pack
Domain routing and boundary guidance for authorized CSRF testing, including token bypasses, SameSite bypasses, and JSON CSRF. Use when a task belongs to the CSRF testing domain and needs scope,…
Golang Popular Libraries
Golang library and framework selection — vetted production-ready options by category (web, database, testing, logging, messaging), new and experimental stdlib packages, standard-library-first…
Init Mode
Team initialization flow (Phase 1 proposal + Phase 2 creation)
Tailwind V4 Shadcn
Production-tested setup for Tailwind CSS v4 with shadcn/ui, Vite, and React. Use when: initializing React projects with Tailwind v4, setting up shadcn/ui, implementing dark mode, debugging CSS…
Component Spec
Specify one component — props, states, variants, accessibility, and usage rules. Use when defining a library component. For the reusable doc scaffold use `documentation-template`; for a…
Ai Persistence/Server
Server chat state with withPersistence from @tanstack/ai-persistence. Authoritative transcript, run lifecycle, durable interrupts/approvals, chatParamsFromRequest, reconstructChat, snapshotStreaming.…

