AI Ml AI Skills

14,875 open-source AI Ml AI skills that teach any AI model a new workflow.

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aeonfun logo

Base Mcp

aeonfun
Organization

Access a Base Account via the Base MCP server (mcp.base.org) - wallet, portfolio, sending, swapping, signing, x402 payments, batched calls, and transaction history.

280
771
12 files
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kevinpbuckley logo

Customizable Object

kevinpbuckley
Community

Read, build, wire, parameterize and compile Mutable Customizable Object graphs (UCustomizableObject) — skeletal mesh chains, mesh sections and materials, components, enum/float/color/texture…

161
735
1 files
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modiqo logo

Demo Browser Research

modiqo
Organization

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,…

43
705
1 files
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Affitor logo

Performance Report

Affitor
Organization

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…

209
705
2 files
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swarmclawai logo

Summarize

swarmclawai
Organization

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…

141
689
Instructions
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evanca logo

Firebase App Check

evanca
Community

Use when implementing app attestation, configuring App Check providers, setting up debug tokens, enabling backend enforcement, or managing token refresh.

67
651
Instructions
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nWave-ai logo

Nw Bdd Methodology

nWave-ai
Organization

BDD patterns for acceptance test design - Given-When-Then structure, scenario writing rules, pytest-bdd implementation, anti-patterns, and living documentation

65
616
Instructions
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DemonDamon logo

Agenticx Quickstart

DemonDamon
Community

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,…

68
608
Instructions
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Optima-CityU logo

Nsga2

Optima-CityU
Organization

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…

41
596
1 files
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sharpdeveye logo

Enrich

sharpdeveye
Community

Use when the agent needs access to information beyond its training data — knowledge sources, RAG pipelines, or grounding data.

73
591
Instructions
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stevesolun logo

Improve Codebase Architecture

stevesolun
Community

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.

69
588
2 files
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uu201 logo

Novel Pleasure Points

uu201
Community

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。

83
585
10 files
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hatayama logo

Uloop Hot Reload

hatayama
Community

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.

49
578
7 files
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emotixco logo

Pricing Strategy

emotixco
Organization

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…

44
566
Instructions
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tzachbon logo

Ralph Specum Implement

tzachbon
Community

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…

50
559
1 files
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oxbshw logo

Research Summarizer

oxbshw
Community

Use when the user asks for a sourced briefing on a topic that spans multiple web sources and requires citations.

93
552
1 files
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coco-research logo

Agent Lightning

coco-research
Community

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,…

12
550
1 files
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Tommy-yw logo

Inference Sh Cli

Tommy-yw
Community

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…

41
546
4 files
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greenfield-inc logo

Explain Visually

greenfield-inc
Organization

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…

227
529
1 files
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codexstar69 logo

Threat Model Generation

codexstar69
Community

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,…

63
522
Instructions
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clawdotnet logo

History Explorer

clawdotnet
Organization

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…

105
522
1 files
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RevylAI logo

Revyl Workspace

RevylAI
Organization

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…

25
522
Instructions
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ai-driven-dev logo

Translate

ai-driven-dev
Organization

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…

54
515
Instructions
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haowjy logo

Creative Writing Modes

haowjy
Community

Creative-writing addendum to /llm-writing. Load when putting prose on the page: draft, revise, bridge, vary, or polish.

69
511
1 files
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aj-geddes logo

Bmad Investigate

aj-geddes
Community

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.…

77
492
1 files
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cosmicstack-labs logo

Prompt Version Management

cosmicstack-labs
Organization

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…

63
485
Instructions
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VanGong1999 logo

Web Search

VanGong1999
Community

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

85
474
1 files
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xr843 logo

Master Help

xr843
Community

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…

89
470
Instructions
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testdriverai logo

Testdriver:Client

testdriverai
Organization

Create the TestDriver client, authenticate, and connect to a sandbox

39
465
Instructions
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openaccountants logo

Ad Transfer Pricing

openaccountants
Organization

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…

65
464
Instructions
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malob logo

Search Tips

malob
Community

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…

37
463
9 files
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cnfjlhj logo

Proactive Explorer

cnfjlhj
Community

Use when missing context may be recoverable from local code, files, logs, or environment evidence before asking the user or making assumptions.

44
455
Instructions
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astronomer logo

Authoring Java Sdk Tasks

astronomer
Organization

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…

71
455
Instructions
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BrianRWagner logo

Linkedin Authority Builder

BrianRWagner
Community

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…

103
449
1 files
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peterfei logo

Tech Leader Agent

peterfei
Community

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

67
445
Instructions
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agentsope logo

Agentsop Context Scope Discipline

agentsope
Community

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…

27
445
2 files
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notque logo

Headlines

notque
Community

Generate headlines, titles, and subject lines: charge, volume, tighten.

50
443
Instructions
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menkesu logo

Exp Driven Dev

menkesu
Community

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…

120
406
Instructions
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artemchuikin logo

Youtube Playlist

artemchuikin
Community

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…

21
397
1 files
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PM-Shawn logo

Mermaid Diagram

PM-Shawn
Community

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。

86
380
Instructions
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inhouseseo logo

Topic Cluster Planning

inhouseseo
Community

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…

45
365
5 files
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pixijs logo

Pixijs Events

pixijs
Organization

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,…

19
357
Instructions
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WellApp-ai logo

Gtm Alignment

WellApp-ai
Organization

Align phases with GTM strategy, persona tiers, and KPI targets

48
342
Instructions
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crazyMarky logo

Recon Subdomain

crazyMarky
Community

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…

37
342
11 files
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Green-PT logo

Honey Memory

Green-PT
Organization

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…

22
342
Instructions
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AIDevGTM logo

First 50 Users

AIDevGTM
Community

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…

31
323
Instructions
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Innei logo

Verifying Ui

Innei
Community

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…

14
321
Instructions
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ZeKaiNie logo

Exam Study Guide

ZeKaiNie
Community

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。

17
314
Instructions
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MemTensor logo

Shellgames

MemTensor
Organization

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,…

17
305
3 files
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niki914 logo

Zafiro Qa

niki914
Community

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。

50
305
Instructions
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smallnest logo

Hello World

smallnest
Community

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…

51
304
Instructions
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