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 Agents OnboardingUse when user integrates agents into repository, asks to set up agent guidance/rules/onboarding, or repo missing agent-specific onboarding docs (AGENTS.md). Ensures fresh agent context can apply all repo standards and external skills.
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tomevault-io Bundle Melsaeed276 Flutter Agent Skills Build ReleaseBuild & Release Skills
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tomevault-io Bundle Agent CertificationCertify AI agents with MerchantGuard's TrustVerdict system. Combines Mystery Shopper probes (50%), GuardScan (35%), and identity verification (15%) into a trust score with certification tiers. Use when user asks to certify an agent, get a trust score, verify an AI agent, or wants a TrustVerdict badge. Use when this capability is needed.
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tomevault-io Bundle Agent Readable CodePrinciples and a linter for writing code that AI coding agents can read and modify correctly. Use when writing, refactoring, reviewing, or structuring code that will be maintained partly by AI agents (Claude Code, Cursor, Copilot, Aider, Devin). Also use when the user asks about agent-friendly code, AI-friendly architecture, how to structure a repo for AI maintenance, why agents fail on certain codebases, whether SOLID/DRY still apply with AI, or wants to audit an existing codebase for AI-readability. Applies proactively when making naming, file-organization, abstraction, or dependency choices in code the user is likely to maintain with agents — even if they don't explicitly ask for agent-friendly output. Ships with a zero-dependency linter (scripts/lint.py) that flags concrete anti-patterns. Use when this capability is needed.
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tomevault-io Bundle Modbender Skill Library MCP Claw Observability---
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tomevault-io Bundle Modbender Skill Library MCP Codex Orchestrator---
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tomevault-io Bundle Modbender Skill Library MCP Feishu Block Adder---
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tomevault-io Bundle Successful TraderComprehensive guidance and methodologies for becoming a successful trader, covering strategy development, risk management, technical analysis, and trading psychology Use when this capability is needed.
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tomevault-io Bundle Python Quality ToolingUse when configuring or running Python quality tools (ruff, ty, pytest, coverage, CI gates) and when enforcing a pre-merge quality checklist.
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tomevault-io Bundle Nativ3ai Hermes Agent Camel Hermes Agent CamelDebugging Hermes TUI Slash Commands
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tomevault-io Bundle Agent Sop CreatorGuide for creating Agent SOPs (Standard Operating Procedures). Use this skill when the user wants to create a new SOP workflow for AI agents, write an agent procedure, or needs help with SOP format and best practices. Triggers on requests like "create an SOP", "new agent workflow", "help me write an SOP", "create a procedure for agents", or "SOP template". Use when this capability is needed.
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tomevault-io Bundle Ndhananj Codex Agent Setup Django VerificationDjango 验证循环
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tomevault-io Bundle Netbox MCP TestingThis skill should be used when systematically testing the NetBox MCP server after code changes or to validate tool functionality. Provides structured protocol for discovering and testing MCP tools with a live NetBox instance, with emphasis on performance monitoring and comprehensive reporting. Use when this capability is needed.
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tomevault-io Bundle Suno Song CreatorThis skill should be used when the user asks to "create a Suno prompt", "write a Suno song", "generate music with Suno", "help me with Suno", "make a song prompt", "create lyrics for Suno", "build a music prompt", or mentions Suno AI music generation. Provides comprehensive guidance for creating professional Suno prompts using advanced prompting strategies, structured formatting within 1000 character limit (NO blank lines between sections), parameter optimization, genre-specific techniques, interactive questioning with efficient project name collection, automated artist/song research via sub-agent (web fetching + pattern extraction), automatic file export to organized project directories, AI-slop avoidance for authentic human-centered lyrics, copyright-safe style descriptions that avoid artist/album/song names, character counting utilities for accurate verification, and optional independent quality review via sub-agent for professional assessment. Use when this capability is needed.
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tomevault-io Bundle Anysite Person AnalyzerDeep multi-platform intelligence analysis combining LinkedIn (profile, posts, activity), Twitter/X (tweets, engagement), Reddit (discussions, community), web presence (articles, GitHub, blogs), and company intelligence. Use when analyzing people for networking, sales, partnerships, or recruitment. Accepts LinkedIn URL or name+context. Produces comprehensive cross-platform reports with conversation strategies and strategic value assessment for AnySite. Use when this capability is needed.
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tomevault-io Bundle Blocklet Getting StartedGuide users to choose between blocklet-dev-setup and blocklet-server-dev-setup. Ask what to develop (blocklet or server), handle migration from existing environments, explain convention directories, and showcase advanced usages. Use `/blocklet-getting-started` or say "I want to start blocklet development", "how to setup blocklet dev environment" to trigger. Use when this capability is needed.
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tomevault-io Bundle Agent Teams OrchestratorDesigns and coordinates Claude Code Agent Teams — multi-agent collaboration where teammate sessions work in parallel with direct communication, task claiming via file locks, and cross-referencing findings Use when this capability is needed.
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tomevault-io Bundle AI Native DevelopmentBuild AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. Master prompt engineering, function calling, streaming responses, and cost optimization for 2025+ AI development. Use when this capability is needed.
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tomevault-io Bundle Ccgs Setup EngineCodex Game Studio workflow `/setup-engine`. Use when the user asks for CCGS game-studio workflow `ccgs-setup-engine` or the original `/setup-engine` command. Configure the project's game engine and version. Pins the engine in AGENTS.md, detects knowledge gaps, and populates engine reference docs via Web search when the version is beyond the LLM's training data. Use when this capability is needed.
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tomevault-io Bundle Model BuilderCreates dbt models with proper layering (staging, marts), incremental strategies, and documentation. Use when creating dbt models, organizing data transformations, or implementing incremental models.
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tomevault-io Bundle Risk ClassificationInline risk classification for agent tasks using a 4-tier model. Hybrid Use when this capability is needed.
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tomevault-io Bundle Devservers Register ServiceRegister a dev server using the CLI. Use when an agent needs to add/update/remove a service entry (name, cwd, command, env, port, port mode). Use when this capability is needed.
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tomevault-io Bundle Web Test CleanupClean up test sessions - kill browsers, stop dev servers, free ports, and optionally remove test data. Use this BEFORE starting new tests or AFTER completing tests. Use when this capability is needed.
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tomevault-io Bundle Update Swiftui ApisScan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check for new SwiftUI deprecations", "scan for API changes", or after a new iOS/Xcode release. Requires the Sosumi MCP to be available. Use when this capability is needed.
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tomevault-io Bundle Result AggregationAggregate parallel agent results into concise output Use when this capability is needed.
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tomevault-io Bundle Basher83 Agent Auditor Multi Agent CompositionMulti-Agent Composition
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tomevault-io Bundle Structural PhysicsStructural validation and damage systems for Three.js building games. Use when implementing building stability (Fortnite/Rust/Valheim style), damage propagation, cascading collapse, or realistic physics simulation. Supports arcade, heuristic, and realistic physics modes. Use when this capability is needed.
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tomevault-io Bundle Search AccommodationsLookup accommodations by city from the bundled dataset. Use this skill when you need to recommend places to stay in a given city or filter lodging options before building an itinerary. Use when this capability is needed.
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tomevault-io Bundle Octocode Prompt OptimizerThis skill should be used when the user asks to "optimize this prompt", "improve this SKILL.md", "make this prompt more reliable", "fix my agent instructions", "review this AGENTS.md", "strengthen this prompt", "my agent keeps skipping steps", "add enforcement to instructions", or needs to transform weak prompts into reliable, enforceable agent protocols. Uses a 6-step gated flow (with Fast/Full modes), command strengthening, gate injection, and failure mode analysis. Use when this capability is needed.
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tomevault-io Bundle Harness Check DesignerUse when designing or implementing Agent Harness CLI checks, Stop hooks, workflow-controller specs, or project AGENTS.md instructions that turn ambiguous agentic task criteria into deterministic checks, workflow graphs, state transitions, and Codex continuation loops.
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tomevault-io Bundle Blazemeter Network SecurityComprehensive guide for BlazeMeter Network & Security, including allowlisting, DNS configuration, and security best practices. Use when working with network and security for (1) Configuring allowlists for BlazeMeter engines and infrastructure, (2) Disabling DNS caching, (3) Implementing security best practices for API Monitoring, or any other network and security tasks. Use when this capability is needed.
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tomevault-io Bundle Kirby Upgrade And MaintenanceUpgrades Kirby and maintains dependencies safely using composer audit, plugin compatibility checks, and official docs. Use when updating Kirby versions or making maintenance changes that affect runtime. Use when this capability is needed.
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tomevault-io Bundle Fastapi Modern Web DevelopmentProduction-grade FastAPI development with async patterns, Pydantic v2, dependency injection, ML/AI endpoint design, and modern Python best practices for building high-performance REST APIs Use when this capability is needed.
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tomevault-io Bundle Postgresql Performance OptimizationProduction-grade PostgreSQL query optimization, indexing strategies, performance tuning, and modern features including pgvector for AI/ML workloads. Master EXPLAIN plans, query analysis, and database design for high-performance applications Use when this capability is needed.
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tomevault-io Bundle Bocato Swift Testing Agent Skill Swift TestingSwift Testing
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tomevault-io Bundle Persistent MemoryAutomated persistent memory system for AI agents — captures decisions, context, and learnings across sessions using file-based protocols. Works in Antigravity, Cursor, Claude Code, and any agent that can read/write files. 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 agents-onboarding, melsaeed276--flutter-agent-skills--build-release, agent-certification. 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.