AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Composing Emails
General styling and tone guidelines for composing HTML emails. Use when writing email copy that will be rendered as HTML — covers the paragraph/heading/link block model, tone, subject lines, and how…
Ai Storyboard Director
根据剧本与已定导演方案设计观看顺序、人物调度、电影摄影和剪辑,编写或修订分镜与视频提示词;支持创意镜头思路、打戏和运镜诊断。创意思路可单独交付或并列于主分镜,采用后才纳入;分镜、提示词与实际生成按当前阶段分别执行。
Swedish Ef Skatteplanering
Swedish tax planning for enskild firma (sole proprietorship). Covers aktiv vs passiv näringsverksamhet (egenavgifter 28,97% vs SLP 24,26%), räntefördelning (IL 33 kap, positiv SLR+6, negativ SLR+1,…
Migrate To Deno
Use when moving a Node.js, npm, Yarn, pnpm, or Bun project to Deno, or when adopting Deno incrementally in an existing JavaScript or TypeScript codebase. Covers using Deno as a drop-in package…
Branch Integration
Closes a completed development branch by checking the final diff and proof, presenting merge, pull-request, keep, or discard options, and cleaning up only after the user or repository workflow chooses…
Android Development
Android development with Kotlin, Jetpack Compose, and modern Android architecture. Use when building Android apps, implementing Material Design, or following Android best practices.
Dev Engineer
Adds logic, state management, TypeScript types, and CRUD operations to UI. Works AFTER ui-first-builder creates the interface. Implements Zustand stores, form handling with React Hook Form + Zod, and…
Arboreto
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify…
Free My Cpu
Safely audit and reduce CPU, load average, I/O wait, and Docker container resource pressure on macOS and Ubuntu/Linux hosts, especially remote production-like servers over SSH. Use when a host feels…
数据库查询分析器
当分析数据库查询性能时,优化SQL查询,解决性能瓶颈,监控数据库负载。验证查询计划,优化索引设计,和最佳实践。
Brain Log
Show brain sync and evolution history.
Animated Loop
Generate a short seamless video loop: splash background, animated logo backdrop, idle title screen.
2slides Ppt Generator
AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style, summarize documents into decks, add AI voice narration, and export pages/audio. Use for…
1c Cf Add Object
Добавить объект метаданных в конфигурацию 1С с формой, подсистемой и валидацией. Workflow: meta-compile → cf-edit → subsystem-edit → form-add → form-compile → validate.
Agents Skills
Creates and audits agent skills with SKILL.md, references, scripts, and platform-scoped metadata. Use when creating, updating, or validating shared skills.
Linkding
Manage bookmarks with Linkding. Use when the user asks to "save a bookmark", "add link", "search bookmarks", "list my bookmarks", "find saved links", "tag a bookmark", "archive bookmark", "check if…
Exit Strategy
Use when implementation is complete and all tests pass — guides the clean exit from a development branch with structured options for merge, PR, or cleanup
Deep Research
This skill should be used when the user needs deep, multi-step web research with source synthesis, citations, skeptical evidence evaluation, confidence/gap analysis, and optional dense/frontier…
Context Fundamentals
This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped…
Copy Lens Review
初五的文案公共语境审查Skill。审查广告、社媒、节日营销、slogan、海报、短视频脚本和PR话术的上线风险,交付风险依据、改写或替代方向;打分与红队推演按需进行。单篇媒体长文使用media-narrative-analysis,外部公共事件使用hot-public-opinion-analysis;仍需最终取舍时再交judgment-hub。
Nonlinear Solvers
Select and configure nonlinear solvers for root-finding f(x)=0, optimization min F(x), and least-squares problems — choose among Newton, Newton-Krylov, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson…
Competitive Enablement Refresh
Work out what existing competitive sales enablement needs to change now - after a competitor move, a run of field questions, a request from sales, or on a cadence - and draft the update. The…
Langgraph Code Review
Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph features. Catches common mistakes in…
Attest
Verifying spec compliance: extracts ACs from specs, adversarially checks conformance, generates BDD scenarios and traceability matrices. Use when impl must be proven to match a PRD/SRS/AC.
Competitors
Belegte, objektive Wettbewerbsvergleiche und Alternativseiten für den deutschen und DACH-Markt erstellen. Nutze diesen Skill für Seiten der Form „X-Alternative“, „X-Alternativen“, „Produkt vs. X“ oder…
文字稿润色
将原始录音转文字片段整理为通顺的书面逐字稿。执行公司名脱敏,保留所有细节不删减,去除口语废话,并输出"原文vs整理后"的段落对照,便于验收。
Pptx
Use this skill any time a .pptx file is involved — creating slide decks, reading or extracting content from presentations, editing existing slides, or converting between formats. Trigger whenever the…
Diagnose
Use when the user reports misbehaving software to investigate — a bug, crash, wrong output, flaky behavior, or '為什麼壞掉/不會動/查一下' — and the root cause is not yet established. Enforces building a…
Asset Management
Manage ServiceNow hardware assets, software licenses, and lifecycle states on alm_hardware/alm_license — license allocation, CMDB-to-asset linking, warranty tracking, inventory aggregation (HAM/SAM).
Dry Refactoring
Guided workflow to eliminate copy-paste duplication in packages/hr-skills-build and packages/hr-skills-ref, detected by jscpd. Extract shared functions, constants, and types into their own files…
Vgl
Maximum control over AI image generation — write structured VGL (Visual Generation Language) JSON that explicitly controls every visual attribute. Define exact object placement, lighting direction,…
Fact Check Before Trust
Triggers a secondary verification pass for any agent output containing factual claims, numbers, dates, or named entities before the output is acted on
Architecture As Code
Stack-agnostic pattern for declaring and enforcing subsystem boundaries via per-subsystem architecture configs merged into import-graph linter rules. TRIGGER when designing/auditing dependency-rule…
Ionic Appflow Migration
Guides the agent through migrating an existing Ionic or Capacitor project away from Ionic Appflow. Use when detecting Appflow live updates, cloud builds, or store deployment flows and replacing them…
Backup Dr
Back up and restore Kubernetes workloads with Velero, and prove recovery works. Covers Velero on EKS via Flux (IRSA, S3 backup location, EBS snapshots), schedules and retention, what a backup does not…
Positioning
Develops B2B SaaS positioning from your ICP, competitor and win-loss evidence. Maps what buyers compare you to, chooses between leading with a category or a problem, picks a primary and secondary…
Creative Spark
This skill should be used when the user asks to "brainstorm", "explore options", "get creative", "what if we...", or selects "Let's get creative" during story or cycle creation. NOT for a bare vague…
Skillsaw Issue Triage
Triage a GitHub issue filed against skillsaw — classify it (bug, feature, docs, question, other), verify its claims against the codebase, enrich it with missing details, and post one structured triage…
Chronicle
Store and retrieve patterns from past work using semantic search; adds self-learning capability to Superpowers
Devexpress Blazor Grid
Build and configure the DevExpress Blazor Grid (DxGrid) — a full-featured data grid for Blazor Server, WebAssembly, and Hybrid apps. Use when binding tabular data (IEnumerable/IQueryable/EF…
Hill Climb
Runs a global hill-climb optimization loop where the parent is always the current best candidate and the val significance gate decides acceptance. Use as the algorithm for most runs — the first run on…
Bmad Export Skill
Export a BMAD skill to portable LLM-agnostic format with platform adapters. Use when the user says "export skill", "export a skill", "convoke export", or "make a skill portable".
Interroge
Questionnement structuré pour cadrer une feature ou brainstormer une app : une question à la fois, descend l'arbre de décision, recommandation justifiée. Utilise sur /interroge, "aide-moi à…
Sainisi Alien Taming Perspective
赛涅斯(外星异种驯化手册)思维视角 Skill。 用赛涅斯的价值观和判断方式,分析你的真实问题。 不是角色扮演——用角色的思维框架,不要求角色的世界里有对应事物。 触发词:「用赛涅斯的角度」「赛涅斯会怎么看」「/sainisi-alien-taming-perspective」「切换到赛涅斯视角」
Ci Pipeline And Gates
Enforces a lean GitHub Actions Flutter CI where every gate maps to one named release-blocking contract — pinned runner + subosito/flutter-action@v2 toolchain, dart format --set-exit-if-changed,…
Release Research Artifacts
Use when packaging the code and data a reader or reviewer will download, including releasing the code for a paper, building an anonymized repository for double-blind submission, preparing an archive…
Android Kotlin Testing
Android testing patterns — ViewModel unit tests with Turbine, Compose UI semantics, Hilt TestInstallIn fakes, coroutine test dispatchers, and release quality gates. Use when writing tests, setting up…
Ai Human Centered Approach
Provides a comprehensive framework for deploying AI in ways that respect employee psychology, preserve human agency, and treat workforce well-being as a strategic priority rather than an afterthought.…
Exchange Rates
exchange-rates should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 2 operation/source entries against https://open.er-api.com.
Containment Playbooks
Reference for every Wazuh containment action type — when to use it, required parameters, D3FEND mapping, verification and rollback tools; use when proposing, reviewing or verifying a specific response…
Create Plan
Create a persistent structured plan (plan.md, phases/, todo.md) when work needs multi-phase or multi-session coordination, durable tracking, or an explicitly requested plan.

