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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ncdevshiv Skill Whatsapp AutomationAutomate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.
- ncdevshiv Skill Zoho Crm Automation
Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.
- ncdevshiv Skill Agent Memory Systems
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...
- ncdevshiv Skill AI Agent Development
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
- ncdevshiv Skill Amplitude Automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
- ncdevshiv Skill Bitbucket Automation
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Context Fundamentals
Understand what context is, why it matters, and the anatomy of context in agent systems
- ncdevshiv Skill Design Orchestration
Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order. Prevents premature implementation, skipped validation, and unreviewed high-risk designs.
- ncdevshiv Skill Embedding Strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
- ncdevshiv Skill Freshdesk Automation
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Instagram Automation
Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
- ncdevshiv Skill Multi Agent Patterns
Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
- ncdevshiv Skill N8n MCP Tools Expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
- ncdevshiv Skill One Drive Automation
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Pagerduty Automation
Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
- ncdevshiv Bundle Antigravity Workflows
Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
- ncdevshiv Skill Confluence Automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
- ncdevshiv Skill Convertkit Automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
- ncdevshiv Skill Salesforce Automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
- ncdevshiv Skill Langchain Architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
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diegosouzapw Bundle Confluence Automation V2 2Confluence Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Convertkit Automation V2 2
ConvertKit (Kit) Automation via Rube MCP workflow skill. Use this skill when the user needs Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Slides Automation 2
Google Slides workflow skill. Use this skill when the user needs Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Git Pr Workflows Git Workflow 2
Complete Git Workflow with Multi-Agent Orchestration workflow skill. Use this skill when the user needs Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Emblemai Crypto Wallet V2 2
EmblemAI Crypto Wallet workflow skill. Use this skill when the user needs Crypto wallet management across 7 blockchains via EmblemAI Agent Hustle API. Balance checks, token swaps, portfolio analysis, and transaction execution for Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Docs Automation V2 2
Google Docs workflow skill. Use this skill when the user needs Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle High End Visual Design V2 2
Agent Skill: Principal UI/UX Architect & Motion Choreographer (Awwwards-Tier) workflow skill. Use this skill when the user needs designing expensive agency-grade interfaces with premium fonts, spatial rhythm, soft depth, and fluid microinteractions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Dotnet Backend Patterns V2 2
.NET Backend Development Patterns workflow skill. Use this skill when the user needs Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Freshservice Automation V2 2
Freshservice Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Drive Automation V2 2
Google Drive workflow skill. Use this skill when the user needs Lightweight Google Drive integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Googlesheets Automation V2 2
Google Sheets Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Googlesheets Automation V3 2
Google Sheets Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Hugging Face Evaluation V2 2
Overview workflow skill. Use this skill when the user needs Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - ncdevshiv Skill Hubspot Automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
- ncdevshiv Skill Infinite Gratitude
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
- ncdevshiv Skill Outlook Automation
Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
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 whatsapp-automation, zoho-crm-automation, agent-memory-systems. 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.