AI Ml AI Skills

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

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Besty0728 logo

Unity Behavior

Besty0728
CommunityPopular

Drive Unity Behavior behavior graphs and blackboard variables

164
1.8K
Instructions
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ginlix-ai logo

Self Improve

ginlix-ai
OrganizationPopular

Report issues and propose fixes to improve your own capabilities when you encounter errors or limitations

288
1.8K
Instructions
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NeoLabHQ logo

Fix Tests

NeoLabHQ
OrganizationPopular

Systematically fix all failing tests after business logic changes or refactoring

159
1.7K
Instructions
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amd logo

Github Triage

amd
OrganizationPopular

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…

176
1.6K
Instructions
View
agentlas-ai logo

Sitemap Task Bias

agentlas-ai
OrganizationPopular

Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

111
1.6K
Instructions
View
Prismer-AI logo

Impact Trace

Prismer-AI
OrganizationPopular

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…

17
1.6K
1 files
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mohitagw15856 logo

Renewal Playbook

mohitagw15856
CommunityPopular

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…

257
1.4K
Instructions
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Anil-matcha logo

Ecovacs

Anil-matcha
CommunityPopular

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…

309
1.4K
1 files
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RefoundAI logo

Evaluating Trade Offs

RefoundAI
OrganizationPopular

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…

170
1.3K
2 files
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first-fluke logo

Oma Docs

first-fluke
OrganizationPopular

Check documentation references, sync docs to code changes, and detect translation drift. Use for documentation maintenance in a repository.

149
1.3K
1 files
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Gentleman-Programming logo

Gentle Ai Cognitive Doc Design

Gentleman-Programming
OrganizationPopular

Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.

194
1.3K
Instructions
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gamedev-skills logo

Godot Resources

gamedev-skills
OrganizationPopular

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…

107
1.3K
1 files
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modu-ai logo

Moai Foundation Core

modu-ai
OrganizationPopular

Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, agent catalog reference, and token budget…

226
1.2K
19 files
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BankrBot logo

Megapot

BankrBot
OrganizationPopular

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…

643
1.2K
7 files
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TencentCloudBase logo

Auth Web

TencentCloudBase
OrganizationPopular

Use when adding CloudBase Web authentication after providers have been checked with auth-tool / queryAppAuth.

141
1.1K
Instructions
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jezweb logo

Shadcn Ui

jezweb
CommunityPopular

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,…

109
1.1K
2 files
View
nexscope-ai logo

Etsy Print On Demand

nexscope-ai
OrganizationPopular

POD integration — Printful, Printify, mockups, niche selection, margin optimization

134
1K
Instructions
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beita6969 logo

Astropy Astronomy

beita6969
Community

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.

106
950
Instructions
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zeenie-ai logo

Motion Skill

zeenie-ai
Community

Get Android motion sensor data - accelerometer, gyroscope, detect motion, shake gestures, and device orientation.

137
912
Instructions
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agentscope-ai logo

01 Auto Arena

agentscope-ai
Organization

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,…

73
871
Instructions
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taracodlabs logo

Cveapi

taracodlabs
Organization

CVE lookup via MITRE + NVD: severity, CVSS, affected products, refs

150
852
2 files
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MicrosoftDocs logo

Azure Cloud Adoption Framework

MicrosoftDocs
Organization

Expert guidance for planning and executing cloud adoption using Azure Cloud Adoption Framework. Covers strategy, planning, readiness & landing zones, adoption patterns, governance, security,…

126
778
Instructions
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aeonfun logo

Idea Pipeline

aeonfun
Organization

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.

280
771
Instructions
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kevinpbuckley logo

Uv Mapping

kevinpbuckley
Community

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)…

161
735
1 files
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nWave-ai logo

Nw Design Methodology

nWave-ai
Organization

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.

65
616
Instructions
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sno-ai logo

Join Talk

sno-ai
Organization

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`.

415
604
2 files
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stevesolun logo

Writing Fragments

stevesolun
Community

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…

69
588
Instructions
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zenstory-ai logo

Video Reference

zenstory-ai
Organization

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。

105
564
7 files
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coco-research logo

Humanizer

coco-research
Community

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.…

12
550
Instructions
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ai-driven-dev logo

01 Ticket Info

ai-driven-dev
Organization

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…

54
515
3 files
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cosmicstack-labs logo

Salary Negotiation

cosmicstack-labs
Organization

Market research, compensation benchmarking, BATNA, total comp analysis, and offer evaluation

63
485
Instructions
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VanGong1999 logo

Ip Evaluator

VanGong1999
Community

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.

85
474
2 files
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testdriverai logo

Testdriver:Options

testdriverai
Organization

Every option you can pass to the TestDriver client, with defaults and examples

39
465
Instructions
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openaccountants logo

Albania Payroll

openaccountants
Organization

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…

65
464
Instructions
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agentsope logo

Agentsop Regression Gate

agentsope
Community

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…

27
445
2 files
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notque logo

D

notque
Community

Request router: picks the agent, skill, and pipeline with /do's rules, then uses Jev to validate the requested outcome and attach extra skills.

50
443
4 files
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Aperivue logo

Model Scaffold

Aperivue
Organization

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…

82
349
11 files
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WellApp-ai logo

Vat Summary

WellApp-ai
Organization

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…

48
342
Instructions
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Mathews-Tom logo

Kg Builder

Mathews-Tom
Community

Designs and builds knowledge graphs from documents — ontology modeling with domain/range constraints, entity/relation/event extraction, entity resolution, provenance and supersession, and GraphRAG…

47
318
8 files
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yonatangross logo

Component Search

yonatangross
Community

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…

35
298
1 files
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OneWave-AI logo

Contract Redliner

OneWave-AI
Organization

Reads a contract and generates redline suggestions with replacement language. Identifies unfavorable terms, missing protections, ambiguous language, liability exposure, IP risks, termination traps,…

49
293
4 files
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mingchen666 logo

Math Explainer

mingchen666
Community

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…

31
293
15 files
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ptn1411 logo

Windows Log Hunter

ptn1411
Community

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,…

133
275
4 files
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yennanliu logo

Thesis Tracker

yennanliu
Community

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…

61
254
Instructions
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komunite logo

Creative Ai Brief

komunite
Organization

Create a creative ai brief with structured process, quality checks, and system integration

23
248
Instructions
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lornshrimp logo

AI科幻 设计题材定位框架

lornshrimp
Community

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`。

42
242
5 files
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ericrisco logo

Competitor Watch

ericrisco
Community

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…

24
239
4 files
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shinpr logo

Skill Optimization

shinpr
Community

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.

28
234
2 files
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openyida logo

Yida Design

openyida
Organization

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。

50
228
152 files
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jmagly logo

Validate Component

jmagly
Community

Validate a single AIWG component (skill, agent, or command) for completeness and correctness

34
225
Instructions
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team-telnyx logo

Telnyx 10dlc Go

team-telnyx
Organization

10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

21
217
1 files
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