AI Ml AI Skills

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

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vercel logo

Island Rescue

vercel
OrganizationPopular

How to be rescued from a lonely island

5.2K
27.1K
Instructions
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screenpipe logo

Screenpipe Shareable Recap

screenpipe
OrganizationPopular

Create a shareable recap of selected Screenpipe activity while minimizing private details.

2.2K
21.6K
Instructions
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danielmiessler logo

LifeOS

danielmiessler
CommunityPopular

Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with…

2.5K
19K
24 files
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RightNow-AI logo

Css Expert

RightNow-AI
OrganizationPopular

CSS expert for flexbox, grid, animations, responsive design, and modern layout techniques

2.3K
18.2K
Instructions
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AgriciDaniel logo

Seo Schema

AgriciDaniel
CommunityPopular

Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".

2.5K
17.1K
1 files
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kubesphere logo

Whizard Telemetry Ruler

kubesphere
OrganizationPopular

Use when working with WizTelemetry Ruler extension for KubeSphere, including installation, configuration, alerting rules management

2.8K
17.1K
Instructions
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Orchestra-Research logo

Fine Tuning Openvla Oft

Orchestra-Research
OrganizationPopular

Fine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous action heads, LoRA adaptation, and FiLM conditioning on LIBERO simulation and ALOHA…

949
13.5K
4 files
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genspark-ai logo

Proposal Writer

genspark-ai
OrganizationPopular

Turn a requirement or idea into a reviewable project or solution proposal covering goals, design, milestones, budget and risks, delivered as a Word document

1.6K
11.3K
Instructions
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bytedance logo

Material Component Doc

bytedance
OrganizationPopular

用于 FlowGram 物料库组件文档撰写的专用技能,提供组件文档生成、Story 创建、翻译等功能的指导和自动化支持

775
8.5K
1 files
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tech-leads-club logo

Mermaid Studio

tech-leads-club
OrganizationPopular

Expert Mermaid diagram creation, validation, and rendering with dual-engine output (SVG/PNG/ASCII). Supports all 20+ diagram types including C4 architecture, AWS architecture-beta with service icons,…

560
7K
12 files
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Gentleman-Programming logo

Issue Root Resolution

Gentleman-Programming
OrganizationPopular

Trigger: root audit, atacar la raíz, issue roots, backlog roots, mechanism map, deletion-driven fix, resolver issues de raíz, close outdated issues. Audit and resolve issue clusters by verified root…

760
7K
Instructions
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FlorianBruniaux logo

Talk Pipeline

FlorianBruniaux
CommunityPopular

Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when…

807
6.1K
Instructions
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fengshao1227 logo

Bolder

fengshao1227
CommunityPopular

Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability. Use when the user says the design looks bland, generic, too safe,…

446
5.9K
Instructions
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maziyarpanahi logo

Building Patient Timelines

maziyarpanahi
CommunityPopular

Assemble a chronological patient timeline from OpenMed-extracted clinical events, normalizing dates and resolving relative time expressions on-device. Use when the user wants to build a patient…

677
5.3K
Instructions
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zebbern logo

Broken Authentication

zebbern
CommunityPopular

This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password…

464
4.6K
Instructions
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spinabot logo

Node Connect

spinabot
OrganizationPopular

Diagnose Brigade node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors…

50
4.4K
Instructions
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IvanMurzak logo

Gameobject Component List All

IvanMurzak
CommunityPopular

List the fully-qualified C# type names of every concrete `UnityEngine.Component` subclass available in the project. Paginated (default 5/page, max 500). Use this to find a valid `componentName` for…

387
4.4K
Instructions
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basicmachines-co logo

Memory Metadata Search

basicmachines-co
OrganizationPopular

Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any…

283
4K
Instructions
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foryourhealth111-pixel logo

G2 Legend Expert

foryourhealth111-pixel
CommunityPopular

Expert skill for G2 legend development - provides comprehensive knowledge about legend rendering implementation, component architecture, layout algorithms, and interaction handling. Use when…

326
3.7K
1 files
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NVIDIA logo

Doca Flow Dpa Perf

NVIDIA
OrganizationPopular

Use this skill when the user is invoking doca_flow_dpa_perf on DPA-capable hardware (ConnectX-7 minimum supported, ConnectX-8 recommended, or BlueField-3) to measure rule update / disable rates on the…

425
3.5K
7 files
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agentscope-ai logo

Reme Memory

agentscope-ai
OrganizationPopular

Set up and use ReMe as a file-native long-term memory system through the reme CLI. Use when an Agent needs to detect whether ReMe is installed or running, install and configure ReMe, start or verify…

301
3.5K
Instructions
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bergside logo

Geometric

bergside
OrganizationPopular

Geometric, structured design with clean typography, neutral colors, precise shapes, and intuitive layouts that stay out of the way.

324
3.4K
1 files
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Netw0rkNoob logo

Redteam Evasion Detail Pack

Netw0rkNoob
OrganizationPopular

Domain routing and boundary guidance for authorized defense evasion and bypass testing, including WAF bypass, AV/EDR evasion, logging considerations, and traffic obfuscation. Use when a task belongs…

454
3.4K
1 files
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samber logo

Golang Samber Do

samber
CommunityPopular

Dependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health checks, graceful shutdown, and module organization. Apply when using or adopting samber/do,…

213
3.3K
3 files
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MaxMiksa logo

Ux Audit Rethink

MaxMiksa
CommunityPopular

Comprehensive UX audit using IxDF's 7 factors, 5 usability characteristics, and 5 interaction dimensions. Holistic evaluation with redesign proposals based on user-centered design principles.

493
3.1K
Instructions
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Owl-Listener logo

Icon System

Owl-Listener
CommunityPopular

Specify an icon system — grid, sizing, stroke weight, naming, categories, and implementation. Use when standardising iconography. For broader illustration, use `illustration-style` (ui-design).

422
3.1K
Instructions
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rpamis logo

Comet Github Pr Review

rpamis
OrganizationPopular

以只读、证据优先的方式审阅 Comet 社区 PR,包括最新 diff、关联 Issue、review thread 状态、可合并性和 CI。用户要求审阅 PR、判断评论是否仍然有效,或准备简洁的合并阻塞评论时使用。

295
3.1K
1 files
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alsk1992 logo

Search Config

alsk1992
CommunityPopular

Search indexing configuration and full-text search management

353
3K
1 files
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jeremylongshore logo

Deal Playbook

jeremylongshore
CommunityPopular

Write sales playbooks — outbound sequences, discovery call guides, objection handling scripts, and demo frameworks. Use when asked to "write a sales playbook", "build an outbound sequence", "help me…

409
2.8K
Instructions
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HughYau logo

Openfold3

HughYau
CommunityPopular

Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when predicting protein/nucleic-acid/ligand complex structures with an…

152
2.6K
Instructions
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softaworks logo

Mui

softaworks
OrganizationPopular

Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme…

226
2.5K
4 files
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tinyfish-io logo

Self Improve With Tinyfish

tinyfish-io
OrganizationPopular

Enables Hermes to create new reusable skills for itself by researching live web sources with TinyFish Search and Fetch, analyzing source coverage, writing SKILL.md files, and installing them into…

333
2.2K
Instructions
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xu-xiang logo

Strategic Compact

xu-xiang
CommunityPopular

建议在逻辑间隔处手动压缩上下文,以在任务阶段中保留上下文,而非任意的自动压缩。

327
2K
Instructions
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openakita logo

Desktop Type

openakita
CommunityPopular

Type text at current cursor position in desktop applications. When you need to enter text in dialogs, fill input fields, or type in text editors. Supports Chinese input. For browser webpage forms, use…

284
2K
1 files
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Pinvou logo

Package Author

Pinvou
OrganizationPopular

当用户要把手头的工具打包/标准化成 pinvou 插件包时使用——包括纯技能(SKILL.md)、纯 MCP 服务或它们的组合包。用户说"打包/做成插件包/标准化这个工具/给我一个能上传的标准包/写 plugin.json/加个图标"等,或给了散乱脚本/目录要整理成可上传 zip 时,用本技能把内容规范成 plugin-protocol 标准包(补 plugin.json、补…

281
2K
Instructions
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aipoch logo

Time Dependent Roc

aipoch
OrganizationPopular

Use when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. Supports CSV/TXT/TSV/Excel input, `risk_score` as the default marker…

188
1.9K
11 files
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questflowai logo

Gundlach Bonds

questflowai
OrganizationPopular

Use when evaluating bond, credit, duration, yield-curve, and fixed-income relative-value setups in a Jeffrey Gundlach style.

138
1.8K
1 files
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Besty0728 logo

Unity Addressables

Besty0728
CommunityPopular

Manage Addressables groups, entries, profiles and content builds (com.unity.addressables, reflection-based)

164
1.8K
Instructions
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ginlix-ai logo

Research Conventions

ginlix-ai
OrganizationPopular

The evidence, judgement, intake and market-data rules every research deliverable follows. Read before the first deliverable of a research task; when a number has no source; when two sources disagree;…

288
1.8K
5 files
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huang-sir1 logo

Radiology Foundation Models

huang-sir1
CommunityPopular

Use when an imaging study must select, adapt, fine-tune, or audit a pretrained medical imaging or vision-language foundation model. Covers zero-shot evaluation, linear probing, full fine-tuning,…

17
1.7K
2 files
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NeoLabHQ logo

Create Workflow Command

NeoLabHQ
OrganizationPopular

Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts

159
1.7K
Instructions
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codeaholicguy logo

Verify

codeaholicguy
CommunityPopular

AI DevKit · Enforce evidence-based completion claims — require fresh command output before reporting success. Use when completing any task, fixing a bug, finishing a phase, running tests, building,…

252
1.6K
1 files
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amd logo

Gaia Harness Engineering

amd
OrganizationPopular

Help a developer report a GAIA TUI, WebUI or agent problem, explicitly share a snapshot with Claude Code or Codex through MCP, and validate isolated worktree fixes.

176
1.6K
Instructions
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Prismer-AI logo

Prismer Evolve Create

Prismer-AI
OrganizationPopular

Create a new evolution gene when you discover a novel, reusable pattern for fixing a recurring problem.

14
1.6K
Instructions
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agentlas-ai logo

Memory Ticketing

agentlas-ai
OrganizationPopular

Use when adding Memory Events, Memory Tickets, memory-map.json, vault-references.json, PM Soul memory ownership, or Memory Curator routing to an agent repo.

111
1.6K
Instructions
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limecloud logo

Typesetting

limecloud
OrganizationPopular

优化文稿排版与可读性,不改变原始事实与核心表达。

207
1.5K
Instructions
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mohitagw15856 logo

Okr Builder

mohitagw15856
CommunityPopular

Crea OKRs (Objetivos y Resultados Clave) bien estructurados para equipos de producto, startups e individuos. Úsalo cuando necesites escribir OKRs, establecer objetivos trimestrales, definir resultados…

257
1.4K
Instructions
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Anil-matcha logo

Deepl

Anil-matcha
CommunityPopular

Translate text with DeepL: translate between 30+ languages, list languages, check usage. Trigger phrases: deepl, translate this.

309
1.4K
1 files
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first-fluke logo

Oma Backend

first-fluke
OrganizationPopular

Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.

149
1.3K
17 files
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modu-ai logo

Moai Domain Database

modu-ai
OrganizationPopular

Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and cloud database platforms (Neon, Supabase, Firestore). Use for schema design, query optimization, indexing strategies, data…

226
1.2K
Instructions
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withkynam logo

Vc Setup

withkynam
CommunityPopular

Interactive harness setup for any project. Detects stack, scaffolds process dirs, deep-scans the codebase, populates context. Works on fresh and existing projects — always asks before reorganizing.

234
1.1K
1 files
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