AI Ml AI Skills

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

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agentsope logo

Agentsop Query Routing

agentsope
Community

Routes heterogeneous queries to the appropriate index, tool, or answering engine before retrieval. Use when one endpoint serves multiple handlers, such as summary, vector retrieval, text-to-SQL, or…

27
445
2 files
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notque logo

Codex

notque
Community

Run benchmark-selected GPT-5.6 work through the Codex CLI.

50
443
Instructions
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benjaminasterA logo

Azure Communication Callautomation Java

benjaminasterA
Community

Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...

42
419
Instructions
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databricks logo

Databricks Vector Search

databricks
Organization

Databricks Vector Search endpoints and indexes for RAG and semantic search; covers index types, search modes, end-to-end RAG patterns

93
366
7 files
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WellApp-ai logo

Reconciliation

WellApp-ai
Organization

Match bank transactions to invoices and surface unpaid / unmatched items in a Well workspace. Use when the user asks what's paid vs unpaid, to reconcile the bank, to find missing payments, or to match…

48
342
Instructions
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yonatangross logo

Competitive Analysis

yonatangross
Community

Strategic analysis frameworks including Porter's Five Forces (industry attractiveness), SWOT (internal positioning), and competitive landscape mapping with battlecard generation. Produces competitor…

35
298
4 files
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OneWave-AI logo

Contract Analyzer

OneWave-AI
Organization

Review contracts for concerning clauses, extract key terms, compare to standard terms, and flag unusual provisions. Use when user needs contract review, legal document analysis, or agreement…

49
293
4 files
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ptn1411 logo

Web Logic Auditor

ptn1411
Community

Authorized testing of access-control and business-logic flaws that pattern scanners cannot find — IDOR/BOLA, broken function-level authorization, mass assignment, business-logic abuse, and race…

133
275
2 files
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yennanliu logo

Technical Analysis

yennanliu
Community

Technical analysis of US stocks using charts and indicators

61
254
Instructions
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komunite logo

Conversational Flow

komunite
Organization

Create a conversational flow with structured process, quality checks, and system integration

23
248
Instructions
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lornshrimp logo

AI科幻 设计线索伏笔与回收台账

lornshrimp
Community

用于【AI科幻】题材下的线索、伏笔、误导与回收台账设计。作为题材包装层、兼容入口与路由层,负责保留AI科幻入口名、补充旧案回声、城市留痕、数据公平性与数据痕迹径,并明确要求优先强制加载并使用 `通用-设计线索伏笔与回收台账`。

42
242
Instructions
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ericrisco logo

Community

ericrisco
Community

Use when building or running a persistent two-way community space — Discord, Telegram, Circle: platform choice, structure, onboarding, native→bot→human moderation, rituals, growth loops, health…

24
239
4 files
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openyida logo

Yida Density

openyida
Organization

自定义页面信息密度设计规范。提供紧凑、舒适、宽松三种模式、切换 UI 和响应式降级;平台 JSX 组件页面的 didMount/this.utils.isMobile 仅作存量维护示例。

50
228
Instructions
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jmagly logo

Validate Addon

jmagly
Community

Validate an entire AIWG addon package for completeness and release readiness

34
225
Instructions
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team-telnyx logo

Telnyx 10dlc Curl

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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dev-toolings logo

Symfony Scheduler

dev-toolings
Organization

Schedule recurring tasks with the Symfony Scheduler component (native since 7.x); define schedules, triggers, and integrate with Messenger

24
213
1 files
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AnastasiyaW logo

Ui Design

AnastasiyaW
Community

Unify product UI design, frontend implementation, and verification. Use when asked to design, redesign, build, or fix a web, desktop, or mobile interface; a page, dashboard, form, component, design…

32
212
2 files
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Cesarjoquin logo

Ai Seo

Cesarjoquin
Community

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine…

1.2K
207
5 files
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BioTender-max logo

Query Stringdb

BioTender-max
Community

Query STRING for protein-protein interactions. Use when user asks about protein interactions, interaction networks, binding partners, or interactome. Triggers on "string", "protein interaction",…

36
204
Instructions
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40RTY-ai logo

Shopify Admin Customer Timeline Export

40RTY-ai
Organization

Read-only: exports a complete chronological history for a single customer — orders, refunds, returns, addresses, notes, tags, marketing consent, and lifetime spend — as one consolidated CSV.

22
200
Instructions
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Vieeeeeee logo

Retro Table Print

Vieeeeeee
Community

Wibi Style 官方视觉风格。把用户随手拍的餐厅打卡照、餐桌照、外卖照重新构图成红底复古杂志美食静物: 先看懂这一桌谁是主角、留白该放哪一侧、哪些器皿值得出框,再把杂乱餐厅环境换成纯正复古印刷红, 加上旧杂志扫描的颗粒与网点。适用于用户要求复古餐桌杂志、红底美食大片、把吃饭照片拍成广告, 上传餐桌照片换风格,或明确调用 $retro-table-print 时。

11
169
14 files
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bobmatnyc logo

Flask

bobmatnyc
Community

Flask - Lightweight Python web framework for microservices, REST APIs, and flexible web applications with extensive extension ecosystem

34
152
1 files
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sepehr071 logo

Technolife

sepehr071
Community

Unofficial read-only Technolife: search electronics, compare sellers and installment prices, deals. Use when the user asks about Technolife (technolife.com) or wants electronics, appliances or other…

17
146
Instructions
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pnp logo

Project Health Check

pnp
Organization

Analyze SharePoint project content and project lists to produce a concise project health assessment covering schedule, risks, actions, decisions, and documentation. Use when the user asks for a…

60
141
Instructions
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vstorm-co logo

Vault Secrets

vstorm-co
Organization

Store, read or rotate a credential — a provider API key, a channel bot token, an MCP token, a third-party service key — or add a new secret kind. Use whenever a change touches a credential at rest,…

27
137
Instructions
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Wind-Alice logo

Industry Chain Signal Skill

Wind-Alice
Organization

从产业链上下游的景气、价格、订单、库存与盈利变化中识别机会与风险,帮助判断哪一环节在受益、承压或即将传导。适用于行业链研究、景气跟踪与链条选股。

18
135
Instructions
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AlexAI-MCP logo

Qdrant

AlexAI-MCP
Community

High-performance vector search engine for production RAG — Rust-powered, horizontal scaling, hybrid dense+sparse search, metadata filtering.

22
134
Instructions
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dylantarre logo

Ux Researcher

dylantarre
Community

Use when evaluating animation usability, conducting motion studies, or when researching how animation affects user perception and task completion.

15
129
Instructions
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Ormus-Solutions logo

Monorepo Management

Ormus-Solutions
Organization

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up…

17
122
Instructions
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crane-in-clear-sky logo

Work Report Expert

crane-in-clear-sky
Community

| 年终总结与汇报写作专家。精通工作总结、述职报告、项目汇报、竞聘演讲、周报月报等职场写作。 基于金字塔原理和STAR法则,帮助职场人写出结构清晰、数据有力、亮点突出的汇报材料。 当用户提到「年终总结」「述职报告」「工作汇报」「竞聘演讲」「周报」「月报」时触发。

5
118
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QSong-github logo

Bindingdb Query

QSong-github
Community

Query the BindingDB drug-target binding affinity database. Use whenever the user asks about protein-ligand binding data, affinity measurements (Ki, IC50, Kd, EC50), or wants to look up binding…

3
118
4 files
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roedyrustam logo

Compliance Gdpr Privacy Expert

roedyrustam
Community

Data privacy compliance: GDPR, CCPA, PDPA, and privacy-by-design / Kepatuhan privasi data: GDPR, CCPA, PDPA, dan audit trail privasi.

27
117
Instructions
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cognyai logo

Lead Qualification

cognyai
Organization

Research and qualify business leads against your ICP

15
111
Instructions
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cometchat logo

Cometchat Flutter V6 Customization

cometchat
Organization

Theme and brand the Flutter v6 UI Kit — light/dark mode, the CometChatColorPalette / CometChatTypography / CometChatSpacing theme extensions, per-widget style objects, and view slots. Triggers:…

2
109
Instructions
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Hmbown logo

Enthrall

Hmbown
Community

Enthrall makes an audience hang on every word. The real-world version is structural engagement: opening hooks that stop the scroll, narrative arcs that sustain attention, and pacing that makes people…

10
106
Instructions
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travisjneuman logo

Embedded Iot

travisjneuman
Community

Embedded systems firmware, microcontrollers (ESP32, STM32, Arduino, Raspberry Pi), RTOS (FreeRTOS, Zephyr), IoT protocols (MQTT, CoAP, BLE), bare-metal C/C++, and hardware peripheral interfaces (I2C,…

22
98
Instructions
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NVIDIA-TAO logo

Tao Prepare Anomalygennext Inputs

NVIDIA-TAO
Organization

Prepare normalized object-detection false negatives, source masks, and clean-image embedding inputs for AnomalyGenNext. Use when turning box-level FN gaps into a frozen, pair-preserving preparation…

28
98
10 files
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dralkh logo

Flowio

dralkh
Community

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

5
96
1 files
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microwind logo

组合模式

microwind
Organization

以树形结构组织对象,使客户端可以统一处理个体对象和组合对象。

25
93
3 files
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SummerEngine logo

Export And Ship

SummerEngine
Organization

Prepare a game export: check templates and targets, validate release assets, build after approval.

8
91
1 files
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FrancoStino logo

Aegisops Ai

FrancoStino
Community

Autonomous DevSecOps & FinOps Guardrails. Guide to reviewing Linux kernel patches, Terraform cost changes and Kubernetes policy with a separately reviewed upstream tool and configured model.

12
90
Instructions
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Desko77 logo

1c Epf Full Cycle

Desko77
Community

Полный цикл создания внешней обработки 1С - от scaffold до сборки EPF. Workflow: epf-init → form → template → bsp → build.

17
88
1 files
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vasilyu1983 logo

Ai Prompt Engineering

vasilyu1983
Community

Prompt engineering for production LLMs — structured outputs, evals, RAG, tool workflows, multimodal prompting, and safety. Use when designing, debugging, or shipping prompts.

19
87
31 files
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AlterLab-IEU logo

Alterlab Scvi Tools

AlterLab-IEU
Community

Train deep generative models for single-cell omics with scvi-tools — probabilistic batch correction and integration (scVI), reference-mapping transfer learning (scArches), differential expression with…

16
84
9 files
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existential-birds logo

Respond Pr Feedback

existential-birds
Organization

Respond to review comments on a PR after evaluation and fixes

8
82
Instructions
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simota logo

Judge

simota
Community

Reviewing code via multi-engine orchestration (Claude + Codex) on three axes — secure, correct, and lean — shipping only findings worth fixing. Use for PR review or pre-commit. Complements Zen.

14
80
24 files
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serac-labs logo

Import Export

serac-labs
Organization

Move data in and out of ServiceNow — CSV parsing into import sets, GlideImportSetTransformer runs, CSV/JSON/XML exports, scheduled data sources, bulk update and deleteMultiple safety patterns.

26
78
Instructions
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tuanductran logo

Hr Career Development

tuanductran
Community

Help HR teams and managers design career development programs, frameworks, and conversations. Use when asked to create career paths, build individual development plans, design career ladders, run…

20
78
3 files
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MichaelRochonnn logo

Left Right Brain Connectivity

MichaelRochonnn
Community

Balance logical analysis (Left Brain) with creative intuition (Right Brain) to achieve superior consulting performance and innovation. Use when aiming for 'Super First-Class' consulting results, when…

16
77
Instructions
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ArchieIndian logo

Memory Graph Builder

ArchieIndian
Community

Parses OpenClaw's flat MEMORY.md into a structured knowledge graph — detects duplicates, contradictions, and stale entries, then builds a compressed memory digest optimized for system prompt…

14
74
3 files
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Cap-go logo

Ios Android Logs

Cap-go
Organization

Guide to accessing device logs on iOS and Android for Capacitor apps. Covers command-line tools, GUI applications, filtering, and real-time streaming. Use this skill when users need to view device…

4
71
1 files
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