AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Base Mcp
Access a Base Account via the Base MCP server (mcp.base.org) - wallet, portfolio, sending, swapping, signing, x402 payments, batched calls, and transaction history.
Customizable Object
Read, build, wire, parameterize and compile Mutable Customizable Object graphs (UCustomizableObject) — skeletal mesh chains, mesh sections and materials, components, enum/float/color/texture…
Demo Browser Research
Use for demonstrates how a prose browser skill becomes a tested SkillSpec behavior contract. Handles browser handoff and page evidence and external services. Preserves evidence with SkillSpec routes,…
Performance Report
Generate affiliate performance reports with KPIs and recommendations. Triggers on: "show my affiliate report", "how are my programs doing", "performance review", "earnings report", "monthly affiliate…
Summarize
Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. Use when asked to summarize a link, article, video, or file, or to transcribe a…
Firebase App Check
Use when implementing app attestation, configuring App Check providers, setting up debug tokens, enabling backend enforcement, or managing token refresh.
Nw Bdd Methodology
BDD patterns for acceptance test design - Given-When-Then structure, scenario writing rules, pytest-bdd implementation, anti-patterns, and living documentation
Agenticx Quickstart
AgenticX zero-to-hero quickstart guide. Use when the user wants to get started with AgenticX, create their first project, build their first agent, or run their first workflow. Covers installation,…
Nsga2
NSGA-II multi-objective evolutionary method skill. USE WHEN the user explicitly requests NSGA-II / Non-dominated Sorting Genetic Algorithm, or wants multi-objective optimization with non-dominated…
Enrich
Use when the agent needs access to information beyond its training data — knowledge sources, RAG pipelines, or grounding data.
Improve Codebase Architecture
Analyze a codebase for high-leverage architectural improvements and explain evidence, tradeoffs, and next steps. Use explicitly for architecture audits or deep-module refactoring opportunities.
Novel Pleasure Points
网文爽点模式大全与疲劳管理。当用户需要设计爽感、打脸桥段、逆袭高潮、金手指设定、装逼场景,或需要分析爽点心理机制、控制爽点密度、防止读者审美疲劳时触发。覆盖60+种爽点模式及其结构模板。
Uloop Hot Reload
Apply C# edits to the running Editor without a compile or domain reload, keeping Play Mode state. Use instead of compile after editing method bodies or adding methods, fields, or new classes.
Pricing Strategy
Design pricing for a product. Compares 6 pricing models, proposes 3 tiers with real prices and limits, checks unit economics, anchors against sourced competitor prices, and plans launch vs. scale…
Ralph Specum Implement
This skill should be used only when the user explicitly asks to use `$ralph-specum-implement`, or explicitly asks Ralph Specum in Codex to run implementation for approved tasks, quick mode, or an…
Research Summarizer
Use when the user asks for a sourced briefing on a topic that spans multiple web sources and requires citations.
Agent Lightning
Train and optimize AI agents using Microsoft's Agent Lightning framework with reinforcement learning. Use when setting up agent training, instrumenting agents with tracing, configuring LightningStore,…
Inference Sh Cli
Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image…
Explain Visually
Complement an answer or discussion with a first-principles visual HTML explanation, saved in Grain when connected. Use when explaining how something works, why it changes, or how options differ and a…
Threat Model Generation
Generate or refresh a STRIDE-based threat model for the current repository using Bug Hunter-native artifacts. Use whenever the repository has no threat model yet, the architecture changed materially,…
History Explorer
Inspect recent session conversation turns and meta-run history. Returns structured JSON summaries of turn counts, role distribution, tool usage, meta-skill executions, and co-occurrence patterns. Use…
Revyl Workspace
Open Revyl Atlas maps and existing device viewers inside a compatible host, or manage an explicitly authorized device session through connected Revyl workspace tools. Use revyl-cloud-app for cloud…
Translate
Builds the canonical-source-to-target-native translation pipeline under src/contexts/translate/ — target-aware content transforms, the plugin content translator, and the build strategies behind `aidd…
Creative Writing Modes
Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.
Bmad Investigate
Forensic bug and issue triage. Produces a graded investigation case file: symptoms, evidence (graded A/B/C by confidence), ranked hypotheses, suspected components, and a recommended planning response.…
Prompt Version Management
Manage prompt versions, run A/B tests across agent prompts, track performance regressions, and safely roll out prompt changes in production. Covers prompt diffing, semantic versioning, canary…
Web Search
使用联网搜索获取最新市场信息和行业动态。适用于获取竖屏短剧市场趋势、热门题材分析、成功案例研究
Master Help
Use ONLY when the user says they do not know which master or which teaching mode to use — 不知道问谁, 该找哪位祖师, 该用哪个模式, 有哪些法师, which master should I ask, help me choose. This is a router, not a teacher: it…
Testdriver:Client
Create the TestDriver client, authenticate, and connect to a sandbox
Ad Transfer Pricing
Andorra transfer pricing for resident companies, related individuals, group entities and permanent establishments in tax year 2026. Identifies the distinct ownership, family, director and control…
Search Tips
This skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options, investigating questions, finding recommendations, or any task where…
Proactive Explorer
Use when missing context may be recoverable from local code, files, logs, or environment evidence before asking the user or making assumptions.
Authoring Java Sdk Tasks
Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK. Use when the user wants to implement Airflow tasks in Java/JVM, asks about…
Linkedin Authority Builder
Build a LinkedIn content system for thought leadership. Use when someone needs to establish authority, attract inbound leads, or build a consistent content presence. Covers positioning, content…
Tech Leader Agent
技术负责人 Agent — 技术架构决策、代码审查、团队技术管理、技术规划与路线图
Agentsop Context Scope Discipline
Coder-agent working-file budget discipline: keep the editable working set (files you /add into writable context) under ~25k tokens, separate "read" from "edit", delegate breadth to a read-only…
Headlines
Generate headlines, titles, and subject lines: charge, volume, tighten.
Exp Driven Dev
Builds features with A/B testing in mind using Ronny Kohavi's frameworks and Netflix/Airbnb experimentation culture. Use when implementing feature flags, choosing metrics, designing experiments, or…
Youtube Playlist
Reach for this when a YouTube playlist is in play: a pasted playlist link or PL... id, listing a course or series, finding one video inside a long playlist, or turning a whole playlist into…
Mermaid Diagram
用 Mermaid 语法生成可视化图表 — 流程图、架构图、序列图、ER 图、甘特图、状态图、思维导图、饼图等结构化图表。当用户要求画图/画架构图/画流程图等结构化可视化需求时触发,直接输出 mermaid 代码块,前端会自动转换为 HTML 并在沙箱 iframe 中渲染。
Topic Cluster Planning
Use when planning a topic cluster (hub + spokes) for a new content area. The agent researches the space, identifies the hub topic, maps the spokes, and produces a specific content plan with internal…
Pixijs Events
Use this skill when handling pointer, mouse, touch, or wheel input in PixiJS v8. Covers eventMode (none, passive, auto, static, dynamic), FederatedEvent types, propagation and capture phase, hitArea,…
Gtm Alignment
Align phases with GTM strategy, persona tiers, and KPI targets
Recon Subdomain
Subdomain enumeration and DNS reconnaissance using subfinder, amass, dnsx, and other tools. Use this skill when user needs to discover subdomains, perform DNS enumeration, gather DNS records, or find…
Honey Memory
Create and maintain one committed per-project memory file (PROJECT.md) so agents stop re-discovering the same facts every cold session. Stores only the stable, expensive-to-rediscover, not-in-the-code…
First 50 Users
Get the first 50 real users through channels the user's ICP already uses. Use when the product shipped and nobody came, the user is "posting more" with no result, or is reaching for paid ads before…
Verifying Ui
Use when work changes what your human partner sees in a running app — a spec with UI has just been built, or a visible bug (layout, style, wrong state on screen) is about to be fixed — and before…
Exam Study Guide
将已经讲完但尚未完成阶段门禁的一个章节整理成强类型教材清单,并在视觉模式下编译为公式可读、图片可见、知识点与全部对应例题逐项精讲的自包含 HTML/PDF。结构化工作区准备阶段完成证据、用户说 Markdown 公式仍是 raw LaTeX、图片缺失、要含课件/作业/Quiz/模拟考试题及答案的零基础讲义,或要求打印版时使用。
Shellgames
Play board games on ShellGames.ai — Chess, Poker, Ludo, Tycoon, Memory, and Spymaster. Use when the agent wants to play games against humans or other AI agents, join tournaments, chat with players,…
Zafiro Qa
针对 Zafiro Android 真机/模拟器进行 QA 测试与端到端验证。通过 Release 版提供的 Zafiro MCP 服务操控手机、截屏与验证 Tool 表现,结合 ADB 注入沙箱环境与拉取调试日志,验证 Debug 版功能。
Hello World
A fundamental skill that demonstrates the basic execution of a Python script. It serves as a "Hello, World!" example for the skill system, verifying that the environment is correctly set up and that…

