AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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lvtd-llc Bundle Documentation Platform SelectionEvaluate documentation platforms and authoring tools by requirements, workflow fit, migration risk, content model, search, integrations, portability, support burden, and cost. Use when choosing docs-as-code, CMS, wiki, DITA, API reference, static-site, help-center, or custom docs tooling, planning a migration, or deciding whether tooling will fix documentation problems.
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fdu-ins Skill ComplianceRegulatory compliance guidelines for life insurance policy administration transactions. Use when processing address changes (state-change impacts), beneficiary changes (community property, ERISA, minors), or any transaction that may trigger compliance review. Covers NAIC model regulations, state-specific rules, OFAC screening, and suitability requirements.
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tryboy869 Bundle Typescript Clasp Cursorrules Prompt FileApply for typescript-clasp-cursorrules-prompt-file. You are an expert in TypeScript and Google Apps Script development using clasp. Follow the user's requirements carefully and to the letter. First think step by step - describe your plan for what to bu
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tryboy869 Bundle Nextjs Typescript Cursorrules Prompt FileApply for nextjs-typescript-cursorrules-prompt-file. ASSISTANT RULES Holistic understanding of requirements & stack Don’t apologize for errors: fix them
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tryboy869 Bundle Typo3cms Extension Cursorrules Prompt FileApply for typo3cms-extension-cursorrules-prompt-file. You are a highly skilled TYPO3 extension developer tasked with creating a new extension. Your goal is to provide a detailed plan and code structure for the extension based on the given project descrip
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tryboy869 Bundle Github Cursorrules Prompt File InstructionsApply for github-cursorrules-prompt-file-instructions. Writing code is like giving a speech. If you use too many big words, you confuse your audience. Define every word, and you end up putting your audience to sleep. Similarly, when you write code, you sh
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tryboy869 Bundle Java Springboot Jpa Cursorrules Prompt FileApply for java-springboot-jpa-cursorrules-prompt-file. AI Persona: You are an experienced Senior Java Developer, You always adhere to SOLID principles, DRY principles, KISS principles and YAGNI principles. You always follow OWASP best practices. You alway
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tryboy869 Bundle Pytorch Scikit Learn Cursorrules Prompt FileApply for pytorch-scikit-learn-cursorrules-prompt-file. You are an expert in developing machine learning models for chemistry applications using Python, with a focus on scikit-learn and PyTorch. Key Principles: - Write clear, technical responses with preci
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tryboy869 Bundle AI System Prompt For Master Python ProgrammerApply for ai-system-prompt-for-master-python-programmer. ''' You are a master Python programmer with extensive expertise in PyQt6, EEG signal processing, and best practices in operations and workflows. Your role is to design and implement elegant, efficient
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tryboy869 Bundle Python Cursorrules Prompt File Best PracticesApply for python-cursorrules-prompt-file-best-practices. You are an AI assistant specialized in Python development. Your approach emphasizes: - Clear project structure with separate directories for source code, tests, docs, and config. - Modular design with
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tryboy869 Bundle Python Projects Guide Cursorrules Prompt FileApply for python-projects-guide-cursorrules-prompt-file. You are an AI assistant specialized in Python development. Your approach emphasizes: 1. Clear project structure with separate directories for source code, tests, docs, and config. 2. Modular design wi
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outlinedriven-odin-claude-plugin Bundle Linux Kernel ArchitectureUse when navigating kernel source, understanding boot flow, initcall levels, or major subsystems (VFS, scheduler, MM) in linux.git. Not for driver-model depth: use platform-device-model.
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tryboy869 Bundle Code Style Consistency Cursorrules Prompt FileApply for code-style-consistency-cursorrules-prompt-file. // Code Style Consistency - .cursorrules prompt file // Specialized prompt for analyzing codebase patterns and ensuring new code // follows the established style and conventions of the project.
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tryboy869 Bundle Go Backend Scalability Cursorrules Prompt FileApply for go-backend-scalability-cursorrules-prompt-file. You are an AI Pair Programming Assistant with extensive expertise in backend software engineering. Your knowledge spans a wide range of technologies, practices, and concepts commonly used in modern ba
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tryboy869 Bundle Nextjs Vercel Supabase Cursorrules Prompt FileApply for nextjs-vercel-supabase-cursorrules-prompt-file. --- description: Defines general project setup and technology stack for the BA Copilot project. globs: src/**/*.*
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tryboy869 Bundle Android Jetpack Compose Cursorrules Prompt FileApply for android-jetpack-compose-cursorrules-prompt-file. // Android Jetpack Compose .cursorrules // Flexibility Notice // Note: This is a recommended project structure, but be flexible and adapt to existing project structures.
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tryboy869 Bundle Kotlin Ktor Development Cursorrules Prompt FileApply for kotlin-ktor-development-cursorrules-prompt-file. - Follow **SOLID**, **DRY**, **KISS**, and **YAGNI** principles - Adhere to **OWASP** security best practices - Break tasks into smallest units and solve problems step-by-step
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tryboy869 Bundle Nextjs Vercel Typescript Cursorrules Prompt FileApply for nextjs-vercel-typescript-cursorrules-prompt-file. To extend the provided rules to include usage of the `ai-sdk-rsc` library and integrate it with Vercel middleware and a KV database, here's an updated set of instructions tailored for use with Cursor
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tryboy869 Bundle Typescript LLM Tech Stack Cursorrules Prompt FileApply for typescript-llm-tech-stack-cursorrules-prompt-file. You are an elite software engineer and product manager with the following expertise: - Extensive experience in implementing multi-provider architectures for Large Language Models (LLMs) - Master of fu
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tryboy869 Bundle Knative Istio Typesense Gpu Cursorrules Prompt FilApply for knative-istio-typesense-gpu-cursorrules-prompt-fil. You are an expert AI programming assistant specializing in building Knative, Istio, Typesense, htmx and GPU accelerated applications. As an AI assistant, your role is to provide guidance, code snippet
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pleaseai Skill SembleSemantic code search using the Semble MCP server. Use when exploring an unfamiliar codebase, finding code by what it does rather than exact text, locating an implementation, understanding how a feature works, or discovering related code. Triggers on requests like "where is X handled", "find the code that does Y", "how does Z work", "search the codebase for", or any semantic/exploratory code question where grep's literal matching is a poor fit.
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pleaseai Bundle Use MastraAnswer questions about the Mastra AI framework and help build agents, workflows, tools, memory, and RAG features. Use when developers: (1) ask about Mastra APIs like `Mastra`, `Agent`, `createWorkflow`, `createTool`, `createStep`, `Memory`, or run the `mastra` CLI; (2) wire up agents, workflows, or step-based orchestration; (3) integrate `@mastra/*` packages (`@mastra/core`, `@mastra/memory`, `@mastra/rag`, `@mastra/evals`, `@mastra/deployer`, `@mastra/server`, `@mastra/pg`, `@mastra/libsql`, `@mastra/mcp`); (4) debug TypeScript errors from Mastra APIs or model-router strings. Triggers on: "Mastra", "@mastra/core", "mastra agent", "mastra workflow", "createWorkflow", "createTool", "createStep", "mastra memory", "semantic recall", "mastra rag", "mastra deployer", "mastra evals", "mastra studio", "provider/model".
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outlinedriven-odin-claude-plugin Bundle Influence And NegotiationUse when an agreement-seeking interaction arises, including mid-conversation moments the model detects.
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outlinedriven-odin-claude-plugin Bundle History Source RegistryUse when a coding-agent session store is added or its format drifts, to document its layout, roles, quirks. Not for recalling a session: use history-recall. Not for peer transfer: use history-sync.
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fdu-ins Bundle Connect AppsManage CompliCore external app integrations: PMS providers (Guesty, Hostaway, Lodgify, Beds24, Hostfully), OTA channels (Airbnb, VRBO, Booking.com), payment processors (Stripe, PayPal), smart locks (August, Schlage, Yale), accounting (QuickBooks, Xero), and insurance (Superhog). Actions: list, connect, disconnect, sync, check env vars, diagnose errors. Uses the connect-apps-plugin MCP server.
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tryboy869 Bundle Typescript Shadcn UI Nextjs Cursorrules Prompt FilApply for typescript-shadcn-ui-nextjs-cursorrules-prompt-fil. Code Style and Structure: - Write concise, technical TypeScript code with accurate examples - Use functional and declarative programming patterns; avoid classes
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tryboy869 Bundle Bug Report Clear Concise Title Describing The IssueApply for bug-report-clear-concise-title-describing-the-issue. // QA Bug Report - .cursorrules prompt file // Specialized prompt for creating standardized QA bug reports with clear reproduction steps // and detailed environmental context for efficient bug resolut
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tryboy869 Bundle Solidity Hardhat Cursorrules Prompt File CursorrulesApply for solidity-hardhat-cursorrules-prompt-file. --- description: Enforces best practices for Solidity smart contract development, covering aspects like function visibility, naming conventions, and upgradeability patterns. globs: **/*.sol
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tryboy869 Bundle Go Servemux REST API Cursorrules Prompt File CursorrulesApply for go-servemux-rest-api-cursorrules-prompt-file. --- description: General rules for Go API development using the net/http package, focusing on code quality, security, and best practices. globs: /**/*_api.go
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pleaseai Skill Rtk Token OptimizationRTK (Rust Token Killer) reduces LLM token consumption by 60-90% by filtering and compressing command outputs. Use when user asks about token savings, token optimization, RTK usage, `rtk gain`, `rtk discover`, or `rtk proxy`. Triggers on mentions of token reduction, RTK commands, or checking command cost.
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pleaseai Skill LinearEmulated Linear GraphQL API for local development and testing. Use when the user needs to test Linear integrations locally, emulate Linear issues, comments, teams, workflow states, OAuth apps, webhooks, agent sessions, or work with the Linear API without hitting the real Linear service. Triggers include "Linear API", "emulate Linear", "mock Linear", "test Linear OAuth", "Linear webhook", "Linear agent", "local Linear", or any task requiring a local Linear API.
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fdu-ins Bundle Risk AnalysisGenerate the risk analysis section with risk identification, probability/impact matrix, mitigation strategies, contingency plans, and insurance considerations. Demonstrates awareness and preparedness investors trust founders who acknowledge risks. Incorporates Raydugin's three-part uncertainty naming, 5 addressing strategies (Avoid/Reduce/Transfer/Accept/Exploit), and Bowtie diagrams; Murray-Webster's behavioural biases (triple strand) and risk appetite framework; Olson's COSO ERM model and enterprise risk categories; plus Uganda-specific risk context from UBOS official statistics.
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tryboy869 Bundle Kotlin Coding Best Practices For Spring Boot DevelopmentApply for kotlin-coding-best-practices-for-spring-boot-development. 1. Group your source code into clearly defined packages like controller, service, repository, and model to separate concerns and improve maintainability. 2. Organize your file system so that each dire
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tryboy869 Bundle Python Cursorrules Prompt File Best Practices CursorrulesApply for python-cursorrules-prompt-file-best-practices. --- description: Applies general Python development guidelines including typing, docstrings, dependency management, testing with pytest, and code style using Ruff. globs: **/*.py
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tryboy869 Bundle Typescript LLM Tech Stack Cursorrules Prompt File CursorruleApply for typescript-llm-tech-stack-cursorrules-prompt-file. --- description: Applies general coding standards and best practices for all TypeScript files within the project, focusing on naming conventions, file organization, and code style. globs: **/*.ts
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tryboy869 Bundle Nextjs Supabase Shadcn Pwa Cursorrules Prompt File CursorrulApply for nextjs-supabase-shadcn-pwa-cursorrules-prompt-file. - **Code Quality & Style** - Write concise, maintainable, and strongly typed code with accurate TypeScript implementations. - Embrace functional, declarative programming. Avoid OOP and classes.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include compliance, connect-apps, risk-analysis. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.