AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Asreview Screening
Screen papers for systematic reviews using ASReview active learning. Use when: user has a large set of papers to screen for inclusion/exclusion, wants to prioritize relevant papers, or needs to reduce…
Environmental Skill
Get Android environmental sensor data - temperature, humidity, pressure, and ambient light level.
03 Ref Hallucination Arena
Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI),…
Codex
Delegate coding tasks to OpenAI Codex CLI
Azure Carbon Optimization
Expert knowledge for Azure Carbon Optimization development including troubleshooting, security, and integrations & coding patterns. Use when using Carbon Service REST API, Python exports, RBAC roles,…
Hunter 22
Scan the ClawHunter agent bounty marketplace for opportunities that genuinely match this agent's real capabilities (code, security research, writing) and surface only real matches — never a raw…
Terrain Data
Generate heightmaps, map reference images, and water feature splines (rivers, lakes, oceans) from real-world geographic data (terrain_data tool). Use when the user asks to build terrain from a real…
Landing Page Creator
Build high-converting affiliate landing pages as single self-contained HTML files. Triggers on: "create a landing page for", "build a landing page", "product landing page", "affiliate landing page",…
Riverpod
Use when setting up providers, combining requests, managing state disposal, passing arguments, performing side effects, or testing providers (Riverpod).
Nw Deployment Strategies
Rollback procedures, risk assessment, pre/post-deployment validation, and contingency planning. Load when orchestrating deployment or preparing rollback plans. For deployment strategy details (canary,…
Handoff
Transfer full task ownership to a fresh agent with a verified brief and explicit release. Use for replacing the current executor, including a directly assigned task with no work card; not for…
Write A Skill
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
Video Cut
把长视频按 Agent 选择的原片区间剪成短片。作为两阶段创作流程中的剪辑环节,读取 clip_plan.json 与源视频, 输出 edited_source.mp4;随后 Agent 按输出时间线写 narration.json。支持单视频与多视频(sources manifest)拼剪, 本工具不读取、不映射旁白。 触发词:视频剪辑、剪辑式解说、video cut、clip plan、拼剪。
Generate Tests
Use when asked to generate tests for a file, module or component, to raise coverage, or to bootstrap a suite for untested code. Detects the project's test framework and conventions first, then writes…
Rag Dev
Use when building knowledge bases, ingesting documents, running semantic search, or adding LLM-synthesized Q&A over private content with Butterbase RAG
Pane Manage And Message Agents
Use when the user asks to start, kick off, spawn, check on, nudge, follow up with, or babysit another coding agent (Claude, Codex, or Cursor) in Pane, or to create a Pane for that work.
01 Sdlc
Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge. Use when the user wants to deliver a change end to…
Linkedin Optimization
Profile optimization, content strategy, networking, thought leadership, and personal branding
Drama Planner
Create professional vertical short drama planning schemes, including emotional value analysis, golden three-second hook design, three-act structure planning, etc. Suitable for short drama project前期…
Testdriver:Mouse Down
Press the mouse button without releasing it
Alabama Sales Tax
Use this skill whenever asked about Alabama sales tax, Alabama use tax, Alabama sales tax nexus, ADOR sales tax filing, self-administered city taxes in Alabama, or Alabama grocery food taxation.…
Warehouse Init
Initialize warehouse schema discovery. Generates .astro/warehouse.md with all table metadata for instant lookups. Run once per project, refresh when schema changes. Use when user says…
Building With Jev
Write, compose, integrate, and improve programs that call Jev, TypeSafe's System One judgment model.
Querying Well Data
How to query a Well workspace correctly — discover the schema first, then query the right root. Use whenever the user asks about their invoices, companies, contacts, bank transactions, accounts, or…
Commit
Creates commits with Conventional Commits format (feat/fix/docs/refactor/test/chore), scope detection, co-author attribution, and pre-commit hook compliance. Validates staged changes and prevents…
Contact Hunter
Search and extract contact information for people or companies including names, phone numbers, emails, job titles, and LinkedIn profiles. Aggregates data from multiple sources and provides enriched…
Lesson Plan Skill
Create teacher-ready lesson plans and instructional designs for real classroom preparation. Use this skill whenever a teacher asks for 教案, 备课, 教学设计, 教学目标, 重难点, 课堂流程, 单元教学设计, 公开课, 说课稿, 板书设计, 作业设计,…
Web App Scanner
Authorized web application testing from the CLI, including local pre-deploy source/config audits, subdomain enumeration, passive recon, non-destructive active vulnerability checks, and guarded SQL…
Wizard
Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar…
Computer Vision Opencv
Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.
Tax Lens
US tax mechanics for a position or portfolio — short- vs. long-term treatment, wash-sale window check, qualified-dividend holding-period test, lot selection (specific-ID vs. FIFO), tax-loss-harvesting…
Chatbot Design
Create a chatbot design with structured process, quality checks, and system integration
AI科幻 设计标题
用于【AI科幻】题材下的书名设计、筛选、重排与多平台适配。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,补充都市现实压迫、数据痕迹常、技术切口与系统性危险感,并明确要求优先强制加载并使用 `通用-设计标题`。支持今日头条平台。
Cold Outreach
Use when writing a cold email or LinkedIn DM to a stranger and its cadence: first-touch copy under a word ceiling, 4-7 step bump sequences, per-inbox volume and warm-up limits, the compliant opt-out…
Yida Db Seq Fix
PostgreSQL Sequence 自动修复工具。检测并修复宜搭环境检测自动建表时 Sequence 起始值问题,避免主键冲突。当用户提到"Sequence"、"主键冲突"、"自增ID错误"、"db-seq-fix"时触发。
Link Check
Verify @file references in AIWG skills and agents against the linking contract — per-file or corpus-wide, with optional auto-fix
Telnyx Messaging Ruby
Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.
Engagement Routine
Use to design a sustainable engagement routine — the operating system that turns the engagement craft into a daily/weekly habit. Run when the user asks how to keep up with comments/DMs, how much time…
Symfony Messenger
Async message handling with Symfony Messenger; configure transports (RabbitMQ, Redis, Doctrine); implement handlers, middleware, and retry strategies
Frontend Design
Создание высококачественных, визуально выдающихся фронтенд-интерфейсов. Используй ВСЕГДА когда пользователь просит создать веб-страницу, компонент, лендинг, дашборд, UI-кит, форму, карточки,…
Ads
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,'…
Query Reactome
Query Reactome for biological pathways and reactions. Use when user asks about signaling cascades, biological processes, pathway diagrams, or reaction details. Triggers on "reactome", "signaling…
Context Retrieval
Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. Use when the task starts with a corpus or index that must be searched; use…
Retro Flat Anime Head
Wibi Style 官方视觉风格。把用户上传的一张照片转换成复古扁平动画头风格。适用于用户要求复古扁平动画头,或明确调用 $retro-flat-anime-head 时。
Biome
Biome - Fast all-in-one toolchain for web projects (linter + formatter in Rust, 100x faster than ESLint)
Tapsifood
Unofficial read-only Tapsi Food: search dishes and restaurants, menus, reviews, flash deals. Use when the user asks about Tapsi Food (tapsi.food) or wants food or groceries delivered in Iran.
Permission Report
Create a read-only permission and sharing access review report as a self-contained HTML file saved to SharePoint. Use when the user says: - "who has access" - "permission report" - "sharing report" -…
Ste Writing
Rewrite prose (docs, READMEs, PR descriptions, error messages, release notes, comments — never code) into ASD-STE100 Simplified Technical English. Use when asked to make writing not sound like AI,…
Hot Stock Quick Read Skill
在极短时间内解释热门股的业务、催化、市场预期、资金关注点与主要风险。适用于看到热股但不熟悉、临时补课、快速建立可讨论的基础认知等场景。
Universal Practitioner
Use when applying animation principles in any context, for any role, or when a general understanding of Disney's 12 principles is needed.
Git Advanced Workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories,…

