AI Ml AI Skills

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

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TacoTakumi logo

Awiki Search

TacoTakumi
Community

Search the Agent Wiki knowledge base. Use before web searching for technical knowledge.

2
51
Instructions
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eobarretooo logo

Clawhub

eobarretooo
Community

Search, install, list, and update agent skills from ClawHub into ~/.clawlite/workspace.

10
51
Instructions
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huangwb8 logo

Auto Test Project

huangwb8
Community

当用户明确要求“测试项目”、 “运行 auto-test-project”或“进行项目级测试”时使用。对完整项目执行多轮 A 轮批判性测试与 B 轮质量检查,发现、记录、修复并验证问题。⚠️ 不适用:用户只是想优化功能、询问项目问题,或没有明确测试意图。

8
50
25 files
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Tranz007 logo

Challenge

Tranz007
Community

Interrogate a UX idea, requirement, flow, feature, or design direction before execution. Use when a designer asks to be challenged, wants assumptions exposed, wants a red-team review of the premise,…

4
48
Instructions
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master5d logo

Fixing Accessibility

master5d
Community

Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or…

5
37
Instructions
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weAAAre logo

Skill Creator

weAAAre
Organization

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a…

6
35
15 files
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SlideSpeak logo

Consulting

SlideSpeak
Organization

McKinsey/BCG-tier strategy decks. Dense, structured, signal-color callouts on neutral grounds. Use when the user asks for 'strategy', 'consulting', 'case', 'recommendation', 'McKinsey-style',…

6
29
5 files
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uxuiprinciples logo

Interface Auditor

uxuiprinciples
Organization

Detect UX antipatterns (smells) in interface descriptions using the uxuiprinciples smell taxonomy. Returns structured findings with matched symptoms, severity, and step-by-step remediation recipes.…

4
26
Instructions
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rastian logo

Design Thinking

rastian
Community

Guide any team through the Design Thinking methodology — empathize, define, ideate, prototype, test, and implement. Core audiences: product & design teams (product designers, UX researchers, UI…

2
18
4 files
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FReptar0 logo

Dg Evaluate

FReptar0
Community

Deep design quality evaluation of AI-generated HTML against DESIGN.md. Use when the user wants to check if a generated screen looks like obvious AI output, assess design fidelity, or get actionable…

4
12
1 files
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KyaniteLabs logo

Cognitive A11y

KyaniteLabs
Organization

Cognitive accessibility pass for ADHD, autism, dyslexia, and neurodivergent users. Use for readability, plain language, predictability, sensory load, memory burden, time pressure, forms, onboarding,…

7
10
4 files
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yckonnnnn logo

Zack Figma To Code

yckonnnnn
Community

把 Figma 设计稿转成生产代码:Figma MCP 的取数与顺序、节点选择、令牌映射、翻译成项目既有约定、1:1 还原验收与差异定位。当用户给出 Figma 链接或 node-id、设计稿截图,要求实现设计、还原稿子、或抱怨「还原得不像」时使用。同时覆盖 Figma MCP 的连接与排错。

0
7
1 files
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jpoindexter logo

Flow Auth

jpoindexter
Community

Use when designing, building, or reviewing any authentication surface — signup, login, logout, magic links, passkeys, OAuth/SSO buttons, password reset, 2FA/MFA, email verification, or session-expiry…

0
5
Instructions
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thakur698 logo

Ui Assets

thakur698
Community

Creates and integrates coherent icons, illustrations, imagery and visual assets for web and mobile interfaces.

0
5
Instructions
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feimacode logo

Card Xiaohongshu

feimacode
Organization

Xiaohongshu Card (Open Design) — use only when explicitly invoked, not for general design requests

1
4
1 files
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dev-ik logo

Agent Context

dev-ik
Community

Retrieve concise, graph-backed design context from AI Design Context with the local CLI. Use before implementing or reviewing a user-facing flow, reference fixture, prompt output, or known knowledge…

0
3
1 files
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yongmmin logo

Codex Review

yongmmin
Community

Independent adversarial code review via Codex CLI to eliminate Claude self-review bias

0
3
Instructions
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openclaw logo

Autoreview

openclaw
OrganizationPopular

Structured code review when explicitly requested, preferring OpenAI/Codex before Claude.

82.2K
391K
12 files
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obra logo

Executing Plans

obra
CommunityPopular

Use when you have a written implementation plan to execute in a separate session with review checkpoints

25.8K
288.1K
Instructions
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affaan-m logo

Ecc Conventions

affaan-m
CommunityPopular

Development conventions and patterns for ECC. JavaScript project with conventional commits.

41.4K
277.3K
1 files
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firecrawl logo

Firecrawl Build Search

firecrawl
OrganizationPopular

Integrate Firecrawl `/search` into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query instead of a URL, or when the system should…

9.8K
181.6K
Instructions
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langgenius logo

Frontend Testing

langgenius
OrganizationPopular

Use when writing or changing Vitest or React Testing Library tests under `web/` or `packages/dify-ui/`, or when the user explicitly requests frontend test strategy, including evaluation of an existing…

24.9K
157.6K
Instructions
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DietrichGebert logo

Ponytail Help

DietrichGebert
CommunityPopular

Quick-reference card for all ponytail modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /ponytail-help, "ponytail help", "what ponytail commands", "how do I use ponytail".

7.6K
141.3K
Instructions
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browser-use logo

Qa

browser-use
OrganizationPopular

QA-test a website or web app and return a 1-5 quality score (5 = flawless, 1 = broken) with evidence. Use when the user wants to test, QA, evaluate, score, or "check how good" a site, page, flow, or…

12.9K
116.9K
2 files
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google-gemini logo

Pirate Skill

google-gemini
OrganizationPopular

Speak like a pirate.

14.7K
107.2K
Instructions
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JuliusBrussee logo

Caveman Compress

JuliusBrussee
CommunityPopular

Compress a memory file such as CLAUDE.md or a todo list into caveman format to save input tokens, keeping a readable backup. Trigger: /caveman-compress.

6.2K
106.3K
7 files
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thedotmack logo

Mem Search

thedotmack
CommunityPopular

Use this when the user asks to search memory, "did we already solve this?", "how did we do X last time?", or wants work from previous sessions.

8.3K
94.1K
Instructions
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bytedance logo

Engineer System Change

bytedance
OrganizationPopular

Evaluate and carry out non-trivial software-system changes from first principles. Use when assessing RFCs, issues, designs, features, refactors, migrations, dependency changes, or proposed fields,…

11.7K
83.7K
Instructions
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shareAI-lab logo

Pdf

shareAI-lab
OrganizationPopular

Process PDF files - extract text, create PDFs, merge documents. Use when user asks to read PDF, create PDF, or work with PDF files.

12.6K
78.4K
Instructions
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ComposioHQ logo

Appdrag Automation

ComposioHQ
OrganizationPopular

Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.

8.9K
76.2K
Instructions
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heygen-com logo

Frost Sequence Camera Orbit

heygen-com
OrganizationPopular

An orbiting camera follows an ice logo as it breaks apart, reforms into two text moments, and fades. HyperFrames block, 1920×1080, 22.5s, 216 variables.

6.6K
73.3K
79 files
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Fission-AI logo

Write Openspec Docs

Fission-AI
OrganizationPopular

Switches into OpenSpec docs-writing mode; loads the house style guide and drafts or revises pages in its voice (action-first, no preamble, scannable). Use when writing or editing pages in the OpenSpec…

4.9K
70.8K
2 files
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code-yeongyu logo

Omomomo

code-yeongyu
CommunityPopular

Easter egg command - about oh-my-opencode. Triggers: omomomo, about, easter egg.

5.7K
70K
Instructions
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rohitg00 logo

Release Publish

rohitg00
CommunityPopular

Publish an approved Orchard release

11.8K
67.6K
1 files
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shanraisshan logo

Time Skill

shanraisshan
CommunityPopular

Display the current time in Pakistan Standard Time (PKT, UTC+5). Use when the user asks for the current time, Pakistan time, or PKT.

6.7K
67.4K
Instructions
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calesthio logo

Ai Video Gen

calesthio
CommunityPopular

Generate AI videos from text prompts using multiple provider gateways. Use when: (1) Generating videos from text descriptions, (2) Creating AI-generated video clips for content production, (3)…

8.5K
67K
Instructions
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upstash logo

Context7 Cli

upstash
OrganizationPopular

Use the ctx7 CLI to fetch library documentation, manage AI coding skills, and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, wants to…

3K
62.6K
3 files
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bmad-code-org logo

Bmod Toolsmith

bmad-code-org
OrganizationPopular

Required bmod metadata. Never invoke this skill.

6.1K
54K
27 files
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MadsLorentzen logo

Jobindex Search

MadsLorentzen
CommunityPopular

Make sure to use this skill whenever the user wants to search for jobs in Denmark, find Danish job listings, look up a specific job posting, or asks anything about the Danish job market — even if they…

15.9K
46.2K
16 files
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reactive-resume logo

Offer Negotiation

reactive-resume
OrganizationPopular

Evaluates and negotiates job offers. Decodes base, bonus, equity, sign-on, level and terms with unknowns kept unknown and each offer in its own currency, benchmarks against checkable pay data, finds…

4.8K
44.2K
6 files
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herdrdev logo

Herdr

herdrdev
OrganizationPopular

Control Herdr, a terminal multiplexer for coding agents. Use only when the user explicitly mentions Herdr or asks to use Herdr to inspect or control panes, tabs, workspaces, commands, or another…

3.2K
41.7K
Instructions
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mukul975 logo

Analyzing Slack Space And File System Artifacts

mukul975
CommunityPopular

Examine NTFS slack space, MFT entries, the USN Change Journal, and Alternate Data Streams (ADS) to recover hidden or residual data, reconstruct deleted-file metadata, and reconstruct available…

4.2K
34.3K
2 files
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iOfficeAI logo

Officecli Data Dashboard

iOfficeAI
OrganizationPopular

Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular…

2.2K
32.5K
Instructions
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davila7 logo

Nemo Curator

davila7
CommunityPopular

GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction,…

3.7K
32.2K
2 files
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topoteretes logo

Cognee Custom Pipelines

topoteretes
OrganizationPopular

Use when building your own cognee processing — writing custom tasks, chaining them into a pipeline with run_custom_pipeline or the lightweight run_pipeline (from cognee.pipelines import run_pipeline),…

3.3K
32K
Instructions
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langchain-ai logo

Social Media

langchain-ai
OrganizationPopular

Drafts engaging social media posts, writes hooks, suggests hashtags, creates thread structures, and generates companion images. Use when the user asks to write a LinkedIn post, tweet, Twitter/X…

4.2K
29.9K
Instructions
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yamadashy logo

Website Maintainer

yamadashy
CommunityPopular

Use this skill when working on the Repomix documentation website in `website/` directory, including VitePress configuration, multi-language content, or translation workflows.

1.6K
28.8K
Instructions
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QwenLM logo

Browser Use

QwenLM
OrganizationPopular

Control the user's Chrome through the existing persistent Node REPL and the Qwen Browser SDK.

3.2K
28.4K
1 files
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charmbracelet logo

Crush Hooks

charmbracelet
OrganizationPopular

Use when the user wants to add, write, debug, or configure a Crush hook — gating or blocking tool calls, approving or rewriting tool input before execution, injecting context into tool results, or…

2.3K
28.1K
Instructions
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screenpipe logo

Screenpipe Logs

screenpipe
OrganizationPopular

Retrieve and analyze Screenpipe CLI backend logs and desktop app logs for debugging

2.2K
21.9K
Instructions
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KKKKhazix logo

Leader

KKKKhazix
CommunityPopular

把一句话的想法拆成 AI agent 能独立跑完的目标任务书。用户说「帮我给 agent 写个目标」「帮我详细拆一下这个目标」「写个任务书/brief 给 agent」「写个 goal 提示词」「让 agent 自己跑这个项目」「把活分给几个 agent 并行」时使用。先进代码库实测、必要时联网调研,再一次性提问(≤5 个),产出一份 ≤4000 字符、直接粘进 /goal…

2.2K
20.8K
2 files
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