AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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AI skills directory results
Short Interest
Analyze short interest, short squeeze potential, and bearish positioning signals
Ai Writing Workflow
Design and document a ai writing workflow with structured process, quality checks, and system integration
AI科幻 设计封面生图提示词
用于【AI科幻】题材下的封面生图提示词设计。作为题材包装层、兼容入口与路由层,负责保留AI科幻入口名、补充数字压迫感、异常数据、人物危险感与平台展示边界,并明确要求优先强制加载并使用 `通用-设计封面生图提示词`。关键词:AI科幻封面提示词、城市压迫、异常数据、平台展示。
Nav Workflow
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…
Yida Data Card
仅在用户明确要求操作宜搭原生数据卡片资源时使用,支持创建、读取、配置保存、发布及投放播报。自定义页面展示卡片、仅修改原生卡片引用外层及泛称卡片、指标卡、看板或播报不触发;已明确的原生卡片操作可继续沿用。
Devkit Create Framework
Comma-separated phase names
Telnyx Messaging Profiles Javascript
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.
Trade Thesis
Use when a user proposes a trade idea, asks "should I trade X", wants a bull/bear case, conviction check, trade plan or pre-trade analysis, or before deploying any new strategy live for the first…
Descript
The Descript craft skill — edit talk content (podcasts, interviews, talking-head video) by editing the transcript instead of the timeline. Use when someone wants to edit in Descript, edit a podcast or…
Rate Limiting
Implement rate limiting with the Symfony RateLimiter (sliding window, token bucket, fixed window) and the #[RateLimit] controller attribute
Task Decomposition
Breaks features into atomic, independently verifiable tasks. No task should take more than 4 hours. Unblocks parallel work and reduces integration risk.
Testing Strategy
Use when planning or reviewing tests for a code change, choosing between unit, focused regression, integration, contract, end-to-end, performance, security, property-based, or agent-evaluation checks;…
Signup
When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form…
Query Interpro
Query InterPro for protein domains and families. Use when user asks about protein domains, functional sites, protein families, domain architecture, or motifs. Triggers on "interpro", "protein domain",…
Context Compression
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…
Pixel Stretch
Wibi Style 官方视觉风格:把一张照片转换成像素切片拉伸。主体清楚的任意照片,人物或静物都行。适用于用户要求像素切片拉伸,或明确调用 $pixel-stretch 时。
Build Mcp Server
MCP (Model Context Protocol) - Build AI-native servers with tools, resources, and prompts. TypeScript/Python SDKs for Claude Desktop integration.
Xml To Compose Migration
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.
Shopino
Unofficial read-only Shopino: search fashion across Iranian shops, compare prices, sizes, stock. Use when the user asks about Shopino (shopino.app) or wants clothes, shoes or bags in Iran.
Workflows Optimize Credits
Clay workflows — reduce a workflow's credit and LLM cost via the CLI (`clay workflows` commands). Identifies expensive patterns and suggests cheaper alternatives.
List Styling
Apply a visual style theme to any SharePoint list or document library using column formatting, view formatting, row templates, and tile layouts. Use this skill whenever the user asks to style, theme,…
Wjs Syndicating Articles
Use when the user wants to auto-syndicate their latest 微信公众号 article across social platforms — picks the newest un-syndicated article, extracts one core copy, auto-posts to API platforms (X / Bluesky…
Project Docs
Write or fix the documentation site — add a page, update one after a behaviour change, fix a dead link or a failing docs build, add a diagram or an icon, or wire a new page into the nav. Use whenever…
Gap Open Interpreter Skill
解读高开、低开、跳空缺口背后的预期差、事件含义与日内风险点。适用于集合竞价后判断方向、评估跳空可信度、区分强势开盘与情绪透支等场景。
Frontend Developer
Use when implementing animations in code, building UI transitions, or when a developer needs practical animation guidance for web/mobile applications.
Using Ultraship
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Code Review Excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing…
Tdoc Orchestrator
"文档创作与美化的统一编排入口(本地通道)。当用户意图涉及文档写作或排版美化时调用。职责:识别意图 → 编排 stage 能力链(S1 创作 / S2 美化 / S3 HTML→DOCX 转换)→ 委派 generate_word/generate_word/generate_word 执行;S3 产出 .docx 后**强制 `系统下载卡片(自动生成)` 打开预览**,本 skill…
Drug Repurposing Hub
Query the Broad Institute Drug Repurposing Hub (~6,800 compounds). Look up drugs by name, gene target, MOA, disease area, Broad ID, or InChIKey. Returns clinical phase, mechanism of action, targets,…
Chatbot Messaging Expert
Chatbots & messaging APIs: WhatsApp Business, Telegram, Discord, Slack / Integrasi chatbot & messaging: WhatsApp, Telegram, Discord, Slack.
Laravel Specialist
Build and configure Laravel 10+ applications, including creating Eloquent models and relationships, implementing Sanctum authentication, configuring Horizon queues, designing RESTful APIs with API…
Gtm Audit
Google Tag Manager container audit — tag health, orphaned and paused tags, duplicate GA4 config, trigger coverage, Consent Mode, naming, workspace hygiene
Cometchat Angular V5 Troubleshooting
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.…
Ui Ux Review
Audits an existing rendered interface or frontend diff for hierarchy, content clarity, interaction states, accessibility, responsive behavior, visual consistency, performance-sensitive UI patterns,…
Devops Cloud
DevOps, cloud infrastructure, and platform engineering. Use when working with AWS, GCP, Azure, Kubernetes, Terraform, CI/CD pipelines, or infrastructure as code.
Tao Generate Referring Expressions
Four-step image referring-expression pipeline: turns images plus KITTI bounding-box labels into region descriptions, scene captions, grounded referring expressions, and (optionally) verified…
Esm
Use when working directly with the `esm` Python SDK, ESM3 or ESMC model IDs, Forge/Biohub inference clients, or ESMFold2 folding workflows.
Peekaboo
Capture and automate macOS UI with the Peekaboo CLI.
抽象工厂模式
为一族相关对象的创建提供一致的接口,无需指定其具体类。
Design Npc
Design enemy, NPC, boss or companion behavior: perception, state machine, telegraphs, script stub.
Mcp Builder
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…
1c Db Run
Запуск 1С:Предприятие. Используй когда пользователь просит запустить 1С, открыть базу, запустить предприятие
Ck:Mcp Builder
Build MCP servers for LLM-external service integration. Use for FastMCP (Python), MCP SDK (Node/TypeScript), tool design, API integration, resource providers.
Ai Ml Timeseries
Time-series forecasting with temporal validation, panel models, probabilistic forecasts, and TS foundation models. Use when modeling ordered observations.
Fix Llm Artifacts
Applies fixes from a prior review-llm-artifacts run, with safe/risky classification. Respects verify-llm-artifacts output when present to skip false positives.
Grove
Designing and auditing repository structure for humans and LLM agents: layouts, monorepos, docs/tests/scripts, progressive disclosure, prompt-cache topology, and safe migrations.
Fluent Development
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…
Hr Blockchain
Help HR and recruiting teams hire and screen blockchain and Web3 engineering candidates (smart contracts, protocol engineering, cryptography). Use when asked to write a blockchain engineer job…
Large File Interceptor
Detects oversized files that would blow the context window, generates structural exploration summaries, and stores compact references — preventing a single paste from consuming the entire budget.
Capacitor Accessibility
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.
Linux
Linux administration and networking diagnostics — DNS, load balancing, VPCs, kernel tuning, and connectivity troubleshooting.

