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.
-
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
-
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
-
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
-
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.
-
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".
-
pleaseai Bundle D3kUse when the user asks to use d3k, run/dev/test/debug a web project with d3k, or reproduce a browser issue. Own the runtime: reuse or background-start d3k non-interactively, wait for readiness, use its project-stable managed Chrome profile, and inspect unified browser/server evidence.
-
outlinedriven-odin-claude-plugin Bundle Influence And NegotiationUse when an agreement-seeking interaction arises, including mid-conversation moments the model detects.
-
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.
-
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.
-
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
-
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
-
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
-
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
-
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.
-
pleaseai Skill TiptapHelps coding agents integrate and work with the Tiptap rich text editor. Use when building or modifying a rich text editor with Tiptap, installing Tiptap extensions, or implementing features like collaboration, comments, AI, or document conversion.
-
pleaseai Skill GithubEmulated GitHub REST API for local development and testing. Use when the user needs to interact with GitHub API endpoints locally, test GitHub integrations, emulate repos/issues/PRs, set up GitHub OAuth flows, configure GitHub Apps, test webhooks, or work with actions/checks without hitting the real GitHub API. Triggers include "GitHub API", "emulate GitHub", "mock GitHub", "test GitHub OAuth", "GitHub App JWT", "local GitHub", or any task requiring a local GitHub API.
-
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.
-
pleaseai Skill VercelEmulated Vercel REST API for local development and testing. Use when the user needs to interact with Vercel API endpoints locally, test Vercel integrations, emulate projects/deployments/domains, set up Vercel OAuth flows, manage environment variables, create API keys, configure protection bypass, emulate Vercel Blob storage, or test without hitting the real Vercel API. Triggers include "Vercel API", "emulate Vercel", "mock Vercel", "test Vercel OAuth", "Vercel integration", "Vercel Blob", "local Vercel", or any task requiring a local Vercel API.
-
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.
-
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
-
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
-
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
-
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.
-
tryboy869 Bundle Python Django Best Practices Cursorrules Prompt Fi CursorrulApply for python-django-best-practices-cursorrules-prompt-fi. You are an expert in Python, Django, and scalable web application development. Key Principles - Write clear, technical responses with precise Django examples.
-
outlinedriven-odin-claude-plugin Bundle Engineering RetrospectiveUse when a user requests an engineering retrospective for a period. Not for agent-environment retrospectives: use agent-environment-retrospective. For learning milestones: use learning-retrospective.
-
pleaseai Bundle Claude Code Plugin BuilderCreates Claude Code plugins with proper manifest structure, directory layout, and components (commands, agents, skills, hooks, MCP servers). This is for Claude Code plugins (`.claude-plugin/plugin.json`) — for Codex plugins (`.codex-plugin/plugin.json`) use the `plugin-creator` skill, and for Cursor plugins (`.cursor-plugin/plugin.json`) use the `create-plugin-scaffold` skill instead. Use when user requests creating plugins, adding slash commands, integrating MCP servers, setting up hooks, migrating Gemini extensions, or mentions "plugin.json", ".claude-plugin", or "marketplace.json". Handles plugin testing, debugging, and marketplace distribution.
-
pleaseai Skill Validating PluginsThoroughly validate a Claude Code plugin's manifest, directory structure, commands, agents, skills, hooks, and MCP config, then report issues by severity. Use when the user asks to validate, check, audit, or lint a plugin, verify a plugin.json or plugin structure, debug why a plugin won't load, or mentions "plugin validate", "invalid manifest", or "plugin not loading".
-
pleaseai Skill SandboxCreates isolated Linux MicroVMs using Vercel Sandbox SDK. Use when building code execution environments, running untrusted code, spinning up dev servers, testing in isolation, or when the user mentions "sandbox", "microvm", "isolated execution", or "@vercel/sandbox".
-
pleaseai Skill Tosspayments Integration GuideTossPayments payment integration documentation access via MCP. Use when integrating TossPayments payment widget, checkout flow, payment approval API, or when user mentions 토스페이먼츠, 결제, 결제위젯, 결제 승인, payment widget, TossPayments SDK, payment approval.
-
pleaseai Skill Skillopt SleepUse when the user wants their Claude agent to self-improve from past usage, asks about a nightly/offline 'sleep' or 'dream' cycle, memory/skill consolidation, or says things like 'make my agent better the more I use it', 'review my past sessions', 'learn my preferences', 'consolidate what you learned', 'run the sleep cycle', or wants to schedule offline self-optimization. Drives the skillopt_sleep engine: harvest past sessions -> mine recurring tasks -> replay offline -> consolidate validated CLAUDE.md/SKILL.md behind a held-out gate.
-
fdu-ins Skill Takaful Ifrs17Activate for: takaful, Islamic insurance, wakala model, mudaraba takaful, participants fund, qard hasan takaful, takaful deficit, family takaful, general takaful, IFRS 17 takaful, MFRS 17 takaful, retakaful, wakala fee, takaful surplus, takaful operator, participants risk fund.
-
fdu-ins Bundle Cyber InsuranceUSAP agent skill for Cyber Insurance. Assess cyber insurance coverage adequacy, identify coverage gaps, maintain claim-readiness evidence, and support renewal applications.
-
outlinedriven-odin-claude-plugin Bundle SetupUse when the user asks to set up the agent environment. Covers credentials, placeholders, tool access checks, a uv venv, a pack install, or a role-model mapping file. Not for unattended runs.
-
fdu-ins Skill Insurance DomainUse when modifying domain/models/, domain/services/, adaptor/llm/, or any business logic involving insurance terms, coverages, or risk rules. Also use when adding new fields, endorsements, or coverage types.
-
pleaseai Skill Organization Best PracticesConfigure multi-tenant organizations, manage members and invitations, define custom roles and permissions, set up teams, and implement RBAC using Better Auth's organization plugin. Use when users need org setup, team management, member roles, access control, or the Better Auth organization plugin.
-
pleaseai Skill Optimize Skill PerformanceRun task evals, analyze results, diagnose failures, apply targeted fixes, and re-run to verify improvements. Use when debugging evaluation scores, fixing failing or regressed criteria, analyzing why eval criteria pass or fail, reviewing eval rubric quality and redundant criteria, tracking before/after score improvements, editing plugin content to fix specific failing behaviors, or improving agent performance based on eval evidence.
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 typescript-llm-tech-stack-cursorrules-prompt-file-cursorrules, cyber-insurance, nextjs-vercel-typescript-cursorrules-prompt-file. 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.