AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
Search and filter AI skills
AI skills directory results
Retro Analysis
Analiza datos de entrega de sprint y produce un resumen estructurado de retrospectiva. Úsalo cuando se pida ejecutar una retrospectiva, analizar datos de sprint, preparar un resumen de retro o…
Elevenlabs
ElevenLabs: check subscription usage, list voices, and generate text-to-speech audio. TTS spends quota and needs --confirm. Trigger phrases: elevenlabs, eleven labs, voice api, tts, text to speech.
First B2b Customers
Help users navigate the manual, unscalable journey of finding and closing their first B2B customers. This guide focuses on leveraging personal networks, co-creating with design partners, and obsessing…
Gentle Ai
Use Gentle AI harness discipline for Pi work: clarify first, track ODD work, use applicable test-first development by default, delegate when useful, and protect review workload.
Moai Foundation Thinking
Unified thinking toolkit: Creative frameworks (Critical Evaluation, Diverge-Converge, Deep Questioning), First Principles reasoning (absorbed from moai-foundation-philosopher), and Adaptive Thinking…
Cloud Storage
Use when listing, uploading, or generating temporary URLs for CloudBase cloud storage from DeepSeek Harness.
Elevenlabs Agents
Build conversational AI voice agents on the ElevenLabs platform. Configure agent + tools + knowledge base, integrate SDK (React / React Native / Swift / JS / server-side), test, deploy. Use whenever…
Etsy Review Strategy
Etsy review generation — thank you cards, follow-up messages, photo review incentives
Biopython Bio
Bioinformatics operations via Biopython. Use when: user asks about DNA/protein sequences, BLAST, or PDB structures. NOT for: clinical genomics or variant calling pipelines.
Screen Control Skill
Control Android screen - brightness, wake screen, auto-brightness toggle, and screen timeout settings.
Legal Abductive Reasoning
Legal abductive reasoning skill for generating and evaluating the most reasonable explanatory hypotheses when evidence is incomplete or facts are ambiguous. Combines Mill’s five methods (agreement,…
Claude Authenticity
Detect whether an API endpoint is backed by genuine Claude (not a wrapper, proxy, or impersonator) using 9 weighted rule-based checks that mirror the claude-verify project. Also extracts injected…
Docker Management
Docker containers, images, volumes, networks (CLI + Dockerode)
Azure Cloud Services
Expert knowledge for Azure Cloud Services development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and…
Install Skill
Install a community skill pack into this fork from a GitHub repo and ship it as an auto-merged PR
Viewport
Control the Unreal Editor level viewport — camera type/position, view mode, FOV, exposure, layout, and rendering settings (ViewportService). Use when the user asks to move the editor camera, change…
Nw Design
Designs system architecture with C4 diagrams and technology selection. Routes to the right architect based on design scope (system, domain, application, or full stack). Two interaction modes: guide…
Rotate Agent
Quota-triggered failover from Claude Code, Codex, Cursor, Hermes or OpenClaw. When armed, it reads the sender quota and tries other-vendor models in place, then receiving agents in the configured…
Zoom Out
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
Video Understanding
把视频分析为结构化理解索引:场景检测、ASR 转写、逐场景 VLM 观察、静音窗口、融合时间线和写作 brief。 用于理解、索引或总结视频,也作为后续创作前的分析阶段。输入视频文件;输出 scenes.json、…
Journey Map
Loads full context for a React Flow (@xyflow/react) user journey mapping project. Use when working on, extending, debugging, or building features for the journey map tool. Triggers on: "journey map…
03 Prd
Generate a structured Product Requirements Document from a need, idea, or brainstorm, confirmed before save. Use when the user wants to draft or generate a PRD or product requirements. Not for user…
Daily Standup Journal
A structured reflection engine that generates daily standup prompts, journaling questions, and weekly retrospectives for solopreneurs, freelancers, and remote teams. Helps build momentum, surface…
Story Outline Evaluator
Professionally evaluate story outlines, judge and score from dimensions of market potential, innovation attributes, and content highlights. Suitable for story outline quality assessment, IP adaptation…
Testdriver:Performing Actions
Perform actions and handle dynamic, async UI so tests adapt to change
Albania Tax Optimization
Use this skill whenever asked about reducing tax in Albania, tax planning, or legal strategies to minimise tax for a self-employed person or small business in Albania. Trigger on phrases like "reduce…
Docs Sync Checker
Detect documentation drift against filesystem state.
Injecting Touch Gestures
Use this skill to drive Jetpack Compose UI with synthetic touch events through performTouchInput and the TouchInjectionScope DSL — click, longClick, doubleClick, swipe, swipeUp / swipeDown / swipeLeft…
Cover
Generate tests that do not exist yet. Analyzes coverage gaps, then writes and runs new test files across three tiers (unit, integration via testcontainers, Playwright E2E), one test-generator agent…
Cowork Calendar Defrag
Audit your calendar with Cowork's calendar tools -- measure meeting load and fragmentation, identify which recurring meetings earn their slot, propose consolidations and focus blocks, and draft the…
Mock Exam
This skill should be used when the user asks to "模拟考试", "出模拟卷", "做一套模拟题", "帮我批改", "批改试卷", "给我出题考试", "期末模拟", "模拟测试", "考考我", "出一套试卷", "模拟一下", "帮我评分", "我答完了帮我批", "出一套期末卷", "按考试标准出题", or when the user…
AI科幻 输出GoodNovel版
用于【AI科幻】题材下的 GoodNovel 平台输出任务。作为题材包装层、兼容入口与路由层,负责保留AI科幻入口、补充关系张力与现实调查边界,并明确要求优先强制加载并使用 `通用-输出GoodNovel版`。关键词:AI科幻GoodNovel版、英文平台、关系张力、调查悬疑。
Compose Multiplatform
Use when building one shared Compose UI in Kotlin across Android, iOS, and desktop — commonMain @Composables, expect/actual, source-set placement, native interop, multiplatform…
Model Serving Exposure Audit
Audits model-serving APIs, administrative and debug surfaces, vector stores, object storage, caches, workload identity, metadata access, and orchestration credentials. Use when reviewing the deployed…
Yida Ui Improve
已有宜搭页面或应用的 UI 美化子流程。先展示视觉方案,通过 ask_human 确认,再备份和实施;只改外观,用户不满意时恢复本轮修改前状态。
Eval Report
Generate an aggregate agent quality report from evaluation results, showing scores, regressions, and recommendations
Flux
The FLUX craft skill (Black Forest Labs) — generate and edit on-brand images with the right variant and license. Use when someone wants to generate images with FLUX/FLUX.2/Kontext, edit a generated…
Tdd With Phpunit
Apply RED-GREEN-REFACTOR with PHPUnit 10/11 for Symfony; KernelTestCase/WebTestCase, attributes (#[Test]/#[DataProvider]), Foundry
Lean Code
On-demand minimalism intensifier — find the smallest sufficient, verified implementation for the requested outcome. Use when the user says "be lazy / yagni / simplest / minimal / shortest / don't…
Scrna Preprocessing Clustering
Standard scRNA-seq preprocessing and clustering with Scanpy. Use for QC, normalization, HVG selection, PCA, neighbor graph construction, UMAP, Leiden clustering, and export of an analysis-ready…
Textile Toy Portrait
Wibi Style 官方视觉风格。把用户上传的真实照片转换成颗粒绒感玩偶肖像。只要用户提到颗粒绒感玩偶、纺织玩偶、绒面针织头像、把照片做成玩偶,或明确调用 $textile-toy-portrait,就使用本 Skill;先理解照片内容,再动态选择风格参考职责并直接生成成图。
Pydantic
Python data validation using type hints and runtime type checking with Pydantic v2's Rust-powered core for high-performance validation in FastAPI, Django, and configuration management.
Tsetmc
Unofficial read-only Tehran Stock Exchange (TSETMC): quotes, movers, order book, history, indices. Use when the user asks about TSETMC Tehran Stock Exchange (tsetmc.com) or wants Tehran stock exchange…
Project Intelligence Timeline Dashboard
Generates a self-contained, dependency-free HTML timeline dashboard that visualises the Project Intelligence Engine output — KPI bar, planned-vs-actual contrast panel, root cause, causal chain,…
Youtube Music
Search and play music tracks on YouTube Music through MCP integration. Use when user wants to search for songs, play music, or discover tracks on YouTube Music platform.
Inventory Alerting
Turn stock levels into a small number of decisions with a lead time attached.
Macro Event Market Impact Skill
解读利率、通胀、就业、增长等宏观事件对股市、风格和行业的影响路径,帮助判断短线冲击与中期含义。适用于宏观数据日、议息会议与政策窗口解读。
Animation Principles Deep Dive
Use when someone needs comprehensive reference material on animation principles with technical depth and extensive context
Database Migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data…
GDKD Query
Query the Gene-Drug Knowledge Database (GDKD) for variant-specific gene–drug associations in oncology. Use when the user asks about cancer genomic biomarkers, drug sensitivity/resistance by gene or…
Context Window Engineer
Optimize 2M+ context windows, prompt cache pinning & budget slicing / Rekayasa context window 2M+, cache pinning, dan budget token.

