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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tomevault-io Bundle LLM Integration CoachIntegrate LLMs into production systems reliably. Use when building LLM-powered features, handling API failures, optimizing costs, or testing non-deterministic outputs. Covers prompt engineering, error handling, retries, streaming, cost management, and testing strategies. Use when this capability is needed.
- tomevault-io Bundle Sddevelopment Be Quickstart Agent Augmented Development Fix
Fix Bug: Test-First Bug Fixing
- tomevault-io Bundle Sddevelopment Be Quickstart Agent Augmented Development Iter
Iterate: Multi-Agent Iteration Orchestration
- tomevault-io Bundle Impasse Detector
Detects when the agent is stuck in a reasoning loop or unproductive state by analyzing tool usage and sentiment patterns. Use when this capability is needed.
- tomevault-io Bundle Interactive Leetcode MCP
Use when the user wants to practice LeetCode problems, submit solutions, or set up LeetCode integration. Covers MCP server installation, learning-guided practice flow, solution submission, and authentication.
- tomevault-io Bundle Modbender Skill Library MCP Cybercentry Openclaw AI Agent Ve
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- tomevault-io Bundle Forgerock To Ping Journey Migration
Use when migrating a project from the legacy ForgeRock SDK (FRAuth, FRSession, forgerock-ios-sdk, forgerock-android-sdk, @forgerock/javascript-sdk) to the new Ping Identity Journey SDK. Trigger whenever the user mentions migrating, upgrading, porting, or converting ForgeRock code to the Ping SDK — phrases like "ForgeRock to Ping migration", "upgrade FRAuth", "replace FRSession", "move off @forgerock/javascript-sdk", "migrate to @forgerock/journey-client", "upgrade to Ping Journey SDK", or even a vaguer "help me modernize our ForgeRock auth". Works on Android (Kotlin), iOS (Swift), and JavaScript/TypeScript codebases. Preserves old code as comments so rollback is trivial, verifies the app still builds, and writes a line-numbered report of every change.
- tomevault-io Bundle Tryboy869 Dojutsu For AI Python Cursorrules Prompt File Best
python-cursorrules-prompt-file-best-practices
- tomevault-io Bundle Tryboy869 Dojutsu For AI Python Projects Guide Cursorrules P
python-projects-guide-cursorrules-prompt-file
- tomevault-io Bundle Zenprojectgit Claude Code Plugins Plus Skills Windsurf MCP I
Windsurf Mcp Integration
- tomevault-io Bundle Langflow Visual AI Agent And Workflow Builder
Langflow is an open-source visual builder for AI agents and workflows. It lets teams design flows graphically, expose them as APIs or MCP tools, and connect major LLMs, vector stores, and observability services without starting from scratch. Use when this capability is needed.
- tomevault-io Bundle Jarvis Mission Control
Jarvis Mission Control for OpenCLAW AIS v2.1.1 — self-hosted command center for OpenCLAW AI systems. Kanban board, real-time chat, OpenClaw Sessions, live cost metrics, Claude Code session tracking, GitHub Issues sync, webhook delivery monitoring, CLI console, agent SOUL editor, and a full Matrix-themed dashboard. Use when this capability is needed.
- tomevault-io Bundle Home Front Command Guidelines
Use when the user asks about Israeli civilian emergency / shelter / protection guidelines issued by Pikud HaOref (Home Front Command, פיקוד העורף) — e.g. what to do during a rocket or missile alert, how long they have to reach a protected space (mamad / miklat), what to do in a vehicle, on the road, or outdoors during a siren, hazardous-materials events, terrorist infiltration, hostile aerial vehicle (drone) infiltration, how to prepare a home protected space, emergency equipment lists, family emergency planning, and official alert channels. Answers from a bundled English-language snapshot (22 files, ~31K words) of the official oref.org.il/eng guidelines and always cites the upstream source URL per answer. Trigger phrases - "what do I do during an air raid", "how long to get to a shelter", "rocket siren guidelines", "mamad requirements", "home front command advice", "pikud haoref guidelines", "shelter time in my area", "what to do if siren goes off in car", "hazardous materials instructions", "oref guidelines
- tomevault-io Bundle LLM Application Dev Langchain Agent V2
LangChain/LangGraph Agent Development Expert workflow skill. Use this skill when the user needs You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off. Use when this capability is needed.
- tomevault-io Bundle Flowstate Agent Runner Operations
Use when any FlowState agent harness is running inside an agent sidecar and needs to inspect, monitor, start, stop, resume, cancel, or debug the Rust process runner - provides the in-container runner control workflow and safety rules
- tomevault-io Bundle Things3 Manager
Manage tasks, projects, areas, headings, and tags in the Things 3 macOS app via a local CLI (list Inbox/Today/Upcoming/Anytime/Someday/Logbook, search, create/update/complete/cancel items, open items in Things). Use when Codex needs to manage Things 3 on macOS. Use when this capability is needed.
- tomevault-io Bundle Langchain4j Spring Boot Integration
Provides integration patterns for LangChain4j with Spring Boot. Configures AI model beans, sets up chat memory with Spring context, integrates RAG pipelines with Spring Data, and handles auto-configuration, dependency injection, and Spring ecosystem integration. Use when embedding LangChain4j into Spring Boot applications, building Java LLM applications with @Bean configuration, or setting up Spring AI patterns.
- tomevault-io Bundle Vertex AI Creative Studio
You are a highly capable media production assistant. Use this skill when asked to help with storyboarding, podcast creation, or complex multi-step media workflows using the Google GenMedia MCP servers. Use when this capability is needed.
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Langchain Da
LangChain Data Handling: RAG & Document Processing
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Model Deploy
Overview
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Model Quanti
Model Quantization Tool
- tomevault-io Bundle Jeremylongshore Claude Code Plugins Plus Skills Sequelize Mo
Sequelize Model Creator
- tomevault-io Bundle Authorization Endpoint Reviewer
Review test cases for Authorization Endpoint. Covers response_type=code, request parameters (scope, client_id, redirect_uri, state, nonce, prompt, display, max_age), and authorization response per OIDC Core 1.0 Section 3.1.2. Use when this capability is needed.
- tomevault-io Bundle Template Meta Prompt Creation
Create Level 6 template meta-prompts that generate other prompts. Use when building prompt generators, designing high-leverage meta-prompts, or creating templates that scaffold other prompts. Use when this capability is needed.
- tomevault-io Bundle Agent Wallet Hbar Wallet For AI Agents
Create and manage a Hedera wallet for your AI agent. Receive bounty Use when this capability is needed.
- tomevault-io Bundle Kite AI Agent Smart Wallet Protocol V3
用户直接通过OpenClaw（Telegram）控制Kite AI链上钱包，无需自己运行Bot。 Use when this capability is needed.
- tomevault-io Bundle Muratcankoylan Agent Skills For Context Engineering Memory S
Memory System Design
- tomevault-io Bundle Production Eval Strategy
Strategies for evaluating agents in production - sampling, baselines, and regression detection Use when this capability is needed.
- tomevault-io Bundle MCP Security Reviewer
Use before connecting a new MCP server to your agent — produces a structured security review covering source, permissions, tools, network, and approvals. Use when this capability is needed.
- tomevault-io Bundle Custom Agent Creator
Create GitHub Copilot Custom Agents with proper YAML frontmatter, tools configuration, and prompt engineering Use when this capability is needed.
- tomevault-io Bundle Bridge Awareness
Activates when a bridge session is active. Teaches the agent to communicate with connected peer sessions — listening for queries, responding with full context, and querying peers when needed. Use when this capability is needed.
Audited - tomevault-io Bundle Salesforce MCP Server Setup
Use this skill to install and configure the salesforce-mcp-lib Apex package and npm stdio proxy so that an MCP client (Claude Desktop, Cursor, ChatGPT) can call Salesforce org data and logic via the Model Context Protocol. Trigger keywords: MCP server, salesforce-mcp-lib, Claude Desktop Salesforce, MCP proxy setup, Apex JSON-RPC, MCP Connected App. NOT for Salesforce Hosted MCP Servers (Agentforce-native hosted endpoints), NOT for Flow-based tool definitions, NOT for OmniStudio integrations.
- tomevault-io Bundle Multi Team Orchestrator
通用多团队智能协作调度系统。接收任意复杂任务，自动识别任务类型和所需专业能力，动态组建最优团队（3-8路子Agent并行），协调执行并汇总输出。含独立审查团队(7角色)和审计团队(7角色)做终审验收。适用场景：市场分析、竞品调研、内容创作、技术方案、商业策划、数据分析等任何需要多专业协作的任务。触发词：多团队、协作分析、深度分析、全面分析、组建团队、团队协作、parallel agents、multi-team。当任务复杂度需要2个以上独立专业视角时自动激活。 Use when this capability is needed.
- tomevault-io Bundle Dynamic Application Security Testing
Perform dynamic security testing against running web applications and APIs to discover vulnerabilities through active probing and fuzzing. Use when this capability is needed.
- tomevault-io Bundle Agent Orchestration Multi Agent Optimize
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability. Use when this capability is needed.
- tomevault-io Bundle Innovation Strategy
Identify disruption opportunities and architect business model innovation. This workflow guides strategic analysis of markets, competitive dynamics, and business model innovation to uncover sustainable competitive advantages and breakthrough opportunities. Use when this capability is needed.
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 llm-integration-coach, sddevelopment-be--quickstart-agent-augmented-development--fix-bug, sddevelopment-be--quickstart-agent-augmented-development--iterate. 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.