AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Unity Behavior
Drive Unity Behavior behavior graphs and blackboard variables
Self Improve
Report issues and propose fixes to improve your own capabilities when you encounter errors or limitations
Fix Tests
Systematically fix all failing tests after business logic changes or refactoring
Github Triage
Triage GitHub work with the gh CLI — your unread notification inbox, or one repository's issue backlog. Groups what arrived, judges what is urgent, and posts the reply once you approve it. Use when…
Sitemap Task Bias
Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.
Impact Trace
For a change point (function / type / endpoint / SQL column), enumerate its real blast radius across six dimensions with a grep citation per row, then derive the regression test scope. Every…
Renewal Playbook
Crea un playbook de renovación estructurado para una cuenta de cliente. Úsalo cuando necesites planificar una renovación, estructurar una negociación de renovación, prepararte para una conversación de…
Ecovacs
Control Ecovacs DEEBOT robot vacuums through the Ecovacs Open Platform: device list, status, battery, cleaning start/pause/stop, dock return. Trigger phrases: ecovacs, deebot, robot vacuum, start…
Evaluating Trade Offs
Help users navigate complex product decisions by weighing competing priorities and calculating long-term value. This skill covers build-vs-buy logic, technical debt evaluation, and communicating…
Oma Docs
Check documentation references, sync docs to code changes, and detect translation drift. Use for documentation maintenance in a repository.
Gentle Ai Cognitive Doc Design
Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.
Godot Resources
Design data-driven Godot 4.7 games with custom Resource classes: define typed data with class_name + @export, save/load .tres/.res files, instance and duplicate resources, and load on demand with…
Moai Foundation Core
Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, agent catalog reference, and token budget…
Megapot
On-chain USDC lottery on Base with daily drawings. Buy tickets (quick-pick or custom numbers), check the jackpot and drawing state, claim winnings, set up recurring subscriptions, and manage LP…
Auth Web
Use when adding CloudBase Web authentication after providers have been checked with auth-tool / queryAppAuth.
Shadcn Ui
Install and configure shadcn/ui components for React projects. Guides component selection, installation order, dependency management, customisation with semantic tokens, and common UI recipes (forms,…
Etsy Print On Demand
POD integration — Printful, Printify, mockups, niche selection, margin optimization
Astropy Astronomy
Astronomical computations via Astropy. Use when: user asks about celestial coordinates, FITS files, or cosmological calculations. NOT for: telescope control or real-time observation planning.
Motion Skill
Get Android motion sensor data - accelerometer, gyroscope, detect motion, shake gestures, and device orientation.
01 Auto Arena
Automatically evaluate and compare multiple AI models or agents without pre-existing test data. Generates test queries from a task description, collects responses from all target endpoints,…
Cveapi
CVE lookup via MITRE + NVD: severity, CVSS, affected products, refs
Azure Cloud Adoption Framework
Expert guidance for planning and executing cloud adoption using Azure Cloud Adoption Framework. Covers strategy, planning, readiness & landing zones, adoption patterns, governance, security,…
Idea Pipeline
Execution-gap audit - cross-references the startup idea backlog against shipped skills, prototypes, and cross-repo PRs, surfacing the top 3 ideas to build next by narrative and operator fit.
Uv Mapping
Inspect, generate, transform, and visualize UV channels on StaticMesh assets (UVMappingService). Use when the user asks to check/add/remove UV channels, auto-unwrap UVs, transform (tile/offset/rotate)…
Nw Design Methodology
Apple LeanUX++ design workflow, journey schema, emotional arc patterns, and CLI UX patterns. Load when transitioning from discovery to visualization or when designing journey artifacts.
Join Talk
Register this agent and terminal with Reach for cards, calls and wake-ups. Use when asked to join, connect, or become reachable, or when a manually opened agent lacks `SNO_EXECUTOR_ADDR`.
Writing Fragments
Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) — and appends them to a single document as raw material for a…
Video Reference
按需把一部成片拆成可复用的制作参考:测镜头节奏与响度,标注段落与音轨分工,把原片事实与可迁移方法分开, 导出不含原片人名台词的 production_reference.json 供下次制作参考。不在默认生产路径上。 触发词:拆片、拆解成片、制作参考、参考模板、production reference。
Humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide.…
01 Ticket Info
Retrieve and display a ticket from the configured ticketing tool. Use when the user wants to see, show, or look up a ticket's details. Not for creating a ticket, or commenting on, transitioning, or…
Salary Negotiation
Market research, compensation benchmarking, BATNA, total comp analysis, and offer evaluation
Ip Evaluator
Evaluate adaptation value of a novel/comic IP using public web signals plus content. Use for rights diligence and greenlight market checks. If only text is available, use novel-evaluator.
Testdriver:Options
Every option you can pass to the TestDriver client, with defaults and examples
Albania Payroll
Albanian monthly payroll for tax year 2026: how an employer computes and pays employment income tax (TAP) at 13% and 23% with the art. 22 monthly deductions, employee and employer social and health…
Agentsop Regression Gate
Build a held-out eval set, run it on every prompt/model change, and block regressions in CI. An LM change is a code change — gate it with a test suite (eval set + metric + threshold). Cross-framework…
D
Request router: picks the agent, skill, and pipeline with /do's rules, then uses Jev to validate the requested outcome and attach extra skills.
Model Scaffold
Use when you need a runnable PyTorch training repo for a medical-imaging task (segmentation, classification, detection, synthesis, self-supervised, or fine-tuning a pretrained backbone). Emits a…
Vat Summary
Produce a VAT / sales-tax summary for a period from a Well workspace's posted ledger. Use when the user asks for a VAT return, VAT summary, sales tax owed, output vs input VAT, or tax declaration…
Kg Builder
Designs and builds knowledge graphs from documents — ontology modeling with domain/range constraints, entity/relation/event extraction, entity resolution, provenance and supersession, and GraphRAG…
Component Search
Search 21st.dev component registry for production-ready React components. Finds components by natural language description, filters by framework and style system, returns ranked results with install…
Contract Redliner
Reads a contract and generates redline suggestions with replacement language. Identifies unfavorable terms, missing protections, ambiguous language, liability exposure, IP risks, termination traps,…
Math Explainer
Generate math explanation videos (animated with Manim) and interactive web pages from a user's request. Use when the user asks to explain, teach, visualize, or animate a math/physics concept, wants a…
Windows Log Hunter
Blue-team CLI threat hunt over Windows Event Logs. Sweeps high-signal security events (failed logons, new accounts/services, cleared logs, PowerShell, Sysmon) via native PowerShell or Hayabusa/Sigma,…
Thesis Tracker
Write, save, and re-check an investment thesis — KPIs with thresholds, invalidation triggers, catalysts, a pre-mortem, and a decision log; `--update` re-reads the saved file against new data and…
Creative Ai Brief
Create a creative ai brief with structured process, quality checks, and system integration
AI科幻 设计题材定位框架
用于【AI科幻】题材下的题材定位、卖点校准与入口判断。作为题材包装层与路由层,负责保留AI科幻入口名、补充技术抓手、异常数据、系统摩擦、技术代价与平台主口径,并明确要求优先强制加载并使用 `通用-设计题材定位框架`。
Competitor Watch
Use when an already-named set of rivals is watched on a cadence — pricing, features, positioning and changelog diffed into a maintained tracker plus an append-only, classified change log. NOT sizing…
Skill Optimization
Evaluates and optimizes skill file quality using 9 content patterns and 10 editing principles. Use when creating skills, refining skill content, or auditing skill quality.
Yida Design
基于整理后的用户需求,设计宜搭应用和页面的主题、布局与视觉效果,输出 design.md。美化已有资源时,先确认方案并备份,只改 UI,不满意时恢复;不修改业务逻辑,不编写 PRD 或页面源码。
Validate Component
Validate a single AIWG component (skill, agent, or command) for completeness and correctness
Telnyx 10dlc Go
10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

