AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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Cosmic
Futuristic sci-fi aesthetic with dark themes, vibrant neon accents, and immersive spatial elements.
Status
Use when the user wants a one-screen view of current hyperflow project state — version, profile freshness, memory count, and live progress on every in-flight task. Read-only; never modifies state,…
Clanker
Deploy ERC20 tokens with Uniswap V4 pools on Base, Ethereum, Arbitrum
Jobs To Be Done
Map functional, emotional, and social jobs with outcome expectations. Use when reframing decisions around motivation rather than features. For who the user is, use `user-persona`.
Omh Code Review
[omh] Hermes Code Review workflow: bug-first review with evidence. Use when the user says: code-review, review, audit, find bugs, release gate, claim audit, evidence audit, README claim.
Compute Env Setup
Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts, Slurm clusters, container-via-bridge runners, and managed-API providers (Modal,…
Excalidraw
Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent…
Ripwire Router
Start HERE when unsure which ripwire skill fits, or asked 'how do I use ripwire / where do I start'. A moment→skill map, cold start to handoff, plus the two reflexes that leak most: --exemplar before…
Openakita/Skills@Baidu Ppt Gen
AI PPT Generator skill. Quickly generate well-structured, professionally formatted presentation drafts from topics and outlines. Use when user wants to create PowerPoint presentations.
Wecomcli Doc Manage
何时用:仅当用户明确指向企业微信文档的公共管理(搜索/改名/成员权限/加入规则)时使用;本地文件管理默认走本地工具。适用所有企微文档类型;新建 doc 走 wecomcli-doc、新建在线表格走 wecomcli-sheet、智能表格 CRUD 走 wecomcli-smartsheet、生成智能文档走 wecomcli-smartpage;「看过哪些文档/浏览历史」走本技能。
Java Coding Standards
适用于 Spring Boot 服务的 Java 编码规范:命名、不可变性、Optional 使用、流(Stream)、异常、泛型及项目布局。
Medical English Precision Editor
Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.
Music Intelligence
Run or inspect local music analysis and plan or apply beat-, downbeat-, or section-synced video cuts or photo placements. Use for BGM beat edits, rhythm cuts, 卡点剪辑, musical structure, BPM, mood,…
Vss Query Analytics
Use this skill for read-only incident, occupancy, speed, place, and analytics-sensor questions through the project-local VSS CLI. Not for live VLM, incident-range narrative reports, deployment, or…
Delphi Thematic Crypto
Use when evaluating crypto sectors through a Delphi-style thematic research lens: sector maps, tokenomics, narrative timing, and research-driven crypto allocation.
Release Notes
Use this skill when the user asks about release dates, release owners, rollout status, or launch checklist details.
Unity Cinemachine
Set up Cinemachine Virtual Cameras
Company Profile
One-page company profile slide, four quadrants of overview, financial summary, share price chart and key facts. Also the compact profile paragraph when it has to sit inside a memo, a deck or a chat…
Create Hook
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
Dev Worktree
AI DevKit · Worktree setup and resume guidance for isolated feature work. Use when starting, resuming, switching, or verifying a feature branch/worktree for lifecycle, debugging, implementation,…
Ktx
Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent…
Community Answer
Answer Help Desk questions related to your Gene expertise.
Minutes Record
Start or stop recording a meeting, call, or voice memo. Use this whenever the user says "record", "start recording", "capture this meeting", "stop recording", "I'm in a meeting", "take notes on this…
Ingest Filter
Judge whether ingested materials contain information worth retaining in EverRoom.
Review Pr
Review GitHub pull requests. Use when user says "review PR", "review pull request", or "/review-pr".
Knowledge Builder
兼容旧版 Agent Knowledge 编译流程的 deprecated 兜底 Builder。仅用于未知或历史 pack 类型;标准 persona / data pack 必须优先委托内置专用 Builder Skill。
Designing Tests
Designs and implements testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, debugging test failures, or when asked about unit tests,…
Agent Design Review
Review an LLM agent design and find where it will be unreliable, expensive, or unsafe. Use when asked to review an agent architecture, critique a multi-step/tool-using agent, debug an agent that loops…
Defining Icp
Help users identify their most high-value customers by defining a hyper-specific ICP that maximizes product-market fit and acquisition efficiency.
Oma Market
Research customer pain points, trends, and competitors through the OMA market engine. Use for market discovery or voice-of-customer analysis.
Sw Writers Room
How episodic television actually gets made by a group (编剧室与制作现实) — merged from Goldberg & Rabkin (pitch as audition, leave-behind, cracking the story, beat sheet, notes discipline, production…
Cloudbase Declarative Deploy
CloudBase declarative deployment from a cloudbaserc config (声明式部署, 配置式部署, cloudbaserc 部署) through the deployBuild / deployPlan / deployApply MCP tools. Use when deploying database, functions, app,…
Assistant Personality
General AI assistant with task planning via write_todos, helpful and honest responses.
Foundation Models
On-device LLM integration using Apple's Foundation Models framework. Use when implementing AI text generation, structured output, or tool calling.
Okr Frameworks
Writes effective OKRs using Christina Wodtke's best practices and Google's OKR methodology. Use when setting goals, aligning teams, creating measurement frameworks, or tracking quarterly progress.
Pr Threshold
Track commit accumulation and trigger PR when thresholds crossed
Ui Analyzer
Analyze UI design screenshots and generate React components with TypeScript and Tailwind CSS. Use this skill when the user provides UI mockups, design screenshots, or Figma exports and requests…
Econometrics Skills
10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.
Brand Voice Analyzer
Analyzes a company's content to extract and codify their brand voice into a comprehensive style guide. Reads website copy, blog posts, emails, and social media to identify tone, vocabulary patterns,…
Llm Wiki Interview
面试向 LLM Wiki 全流程:Raw 层在 raw/ 沉淀 _research.md、basic/、blog/(见 references/raw-layer.md);Wiki 层只读 raw/、编译维护 wiki/(实体/概念、index、log,见 references/wiki-layer.md)。触发:建资料包、收录博客、从 raw 导入…
Nav Marker
Create context save points to preserve conversation state before breaks, risky changes, or compaction. Use when user says "save my progress", "create checkpoint", "mark this point", or before clearing…
Telnyx Email Inbound Curl
Manage email inboxes, list and search inbound messages, threads, sender filters, and reply to or forward messages. Use for building email agents that read and respond to incoming email.
Doctrine Events
React to Doctrine entity lifecycle in Symfony with attribute listeners (#[AsDoctrineListener]/#[AsEntityListener], ORM 3) and lifecycle callbacks
Character Naming
Break LLM name defaults with external entropy. Use when character names cluster around statistical medians (Chen, Patel, Maya, Marcus), when cast has collision risks, or when fantasy cultures need…
Mpm Organize
Organize project files with intelligent consolidation
Launch
Launch Day Autopilot — prepare everything for a product launch. Use when user wants to launch, go live, announce, or prepare for Product Hunt / Hacker News / social media launch.
Cometchat Android V6 Production
Ship a CometChat Android v6 app safely — server-minted auth tokens instead of the dev Auth Key, keeping credentials out of the APK, release-build and R8/ProGuard checks, user provisioning server-side,…
Helm Chart Scaffolding
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or…
Prompt Optimizer
Advanced prompt optimization and composition system for all prompt types (system prompts, task-specific, creative, technical, agentic). Use when users need to refine, optimize, or transform prompts to…
Ai Coding Agents Remote Runtime
Designs remote execution and bridge runtimes for coding agents. Use when implementing remote sessions, local-UI remote-execution, reconnect logic, or permission bridging.
Emotional Narrative
Use when animation needs to convey feeling, tell a story, or connect emotionally—character moments, dramatic beats, or any motion that should make the audience care.
