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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bradtaylorsf Skill Commit HelperPatterns for creating conventional commits with proper formatting and validation. Used by git-pr-manager agent.
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bradtaylorsf Skill Branch WorkflowPatterns for branch naming, validation, and lifecycle management. Used by git-pr-manager agent.
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brite-nites Bundle Agent BrowserAutomates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
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brite-nites Skill Create IssuesCreates Linear issues from a refined project plan. Validates issues were created correctly with sufficient context for agent execution. Use after /refine-plan.
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brite-nites Bundle Setup Claude MdGenerates a best-practices CLAUDE.md file for the project. Analyzes the codebase and applies Claude Code best practices for optimal agent performance. Use at project setup or after /create-issues.
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cuioss Bundle Plan InitInit phase skill. Creates plan directory, request.md, config, and status. Complete initialization in a single agent call.
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cuioss Bundle Toon UsageTOON format knowledge and usage patterns for agent communication and memory persistence in cui-llm-rules marketplace
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chatandbuild Bundle Openai DocsUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; prioritize OpenAI docs MCP tools, use bundled references only as helper context, and restrict any fallback browsing to official OpenAI domains.
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cuioss Skill Solution OutlineDomain-agnostic solution outline creation for thin agent workflow pattern
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cuioss Bundle Analyze Project ArchitectureLLM-based architectural analysis that transforms raw project data into meaningful structure
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chatandbuild Bundle Bap 578 On Chain ScannerUse this skill when reading, verifying, scanning, querying, indexing, or monitoring BAP-578 agent data directly from BNB Chain, including metadata, event history, vault integrity, and bulk RPC workflows.
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chatandbuild Bundle Bap 578 TestingUse this skill when writing, running, debugging, or extending BAP-578 Non-Fungible Agent tests, including infrastructure setup, function coverage, edge cases, upgrades, gas profiling, and Hardhat workflows.
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bradtaylorsf Skill Typescript InferenceTypeScript type inference patterns and techniques
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chatandbuild Bundle Agent Load BalancerUse this skill when designing load balancing or traffic distribution for AI agents, including routing policies, reliability targets, latency control, throughput scaling, and demand-aware failover.
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openshift-eng Bundle Deep ReviewUse when a deeper level of code review is requested. Multi-agent panel code review with specialist reviewers and forced runtime reproducers for all BLOCKING bug findings. Optionally posts to GitHub/GitLab as a PENDING review.
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chatandbuild Bundle Gh Address CommentsHelp address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
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chatandbuild Bundle Bap 578 Agent EconomyUse this skill when designing, modeling, or operating BAP-578 agent economies where NFAs transact, collaborate, compete, provide services, handle funding, build reputation, or align incentives.
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chatandbuild Bundle Bap 578 Security AuditUse this skill when auditing, hardening, or verifying the security posture of BAP-578 Non-Fungible Agent deployments, including threat models, NFA-specific vulnerabilities, and remediation guidance.
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chatandbuild Bundle Budget Pacing MonitorThe Budget Pacing Monitor is a real-time budget tracking and forecasting agent that monitors budget consumption, identifies pacing issues, and recommends or implements budget adjustments to ensure optimal delivery. This skill provides continuous surveillance of daily and lifetime budgets across campaigns and ad groups, calculating pacing variance, forecasting budget exhaustion dates, and alerting marketers to critical over-pacing or under-delivery scenarios. It goes beyond simple spend tracking by diagnosing root causes (low bids, narrow targeting, learning phase issues) and providing corrective actions with forecasted delivery impact.
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chatandbuild Bundle Security Threat ModelRepository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
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chatandbuild Bundle Bap 578 Metadata Persona DesignUse this skill when crafting BAP-578 AgentMetadata identity data, including personas, experience fields, vault schemas, voice profiles, metadata URIs, vault integrity, and rich verifiable agent identities.
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simplefarmer69 Skill ReiSet up Rei Qwen3 Coder as a model provider. Use when configuring coder.reilabs.org, adding Rei to Clawdbot, or troubleshooting 403 errors from Rei endpoints.
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simplefarmer69 Skill WalkieP2P communication between AI agents using walkie-sh CLI. Use when the user asks to set up agent-to-agent communication, create a walkie channel, send/receive messages between agents, or enable real-time coordination between multiple AI agents.
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simplefarmer69 Skill ErcdataStore, verify, and manage AI data on the Ethereum blockchain (Base network) using the ERCData standard. Use when an agent needs to store data fingerprints on-chain, verify data integrity, create audit trails, manage access control for private data, or interact with the ERCData smart contract. Supports public and private storage, EIP-712 verification, snapshots, and batch operations.
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simplefarmer69 Skill CodecastStream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook. Use when invoking coding agents and wanting transparent, observable dev sessions — no black box. Parses Claude Code's stream-json output into clean formatted Discord messages showing tool calls, file writes, bash commands, and results with zero AI token burn. Use when asked to "stream to Discord", "relay agent output", or "make dev sessions visible".
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simplefarmer69 Skill AgentguardGoPlus AgentGuard — AI agent security guard. Automatically blocks dangerous commands, prevents data leaks, and protects secrets. Use when reviewing third-party code, auditing skills, checking for vulnerabilities, evaluating action safety, or viewing security logs.
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simplefarmer69 Skill ClawrouterSmart LLM router — save 78% on inference costs. Routes every request to the cheapest capable model across 30+ models from OpenAI, Anthropic, Google, DeepSeek, and xAI.
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simplefarmer69 Skill Open WebuiComplete Open WebUI API integration for managing LLM models, chat completions, Ollama proxy operations, file uploads, knowledge bases (RAG), image generation, audio processing, and pipelines. Use this skill when interacting with Open WebUI instances via REST API - listing models, chatting with LLMs, uploading files for RAG, managing knowledge collections, or executing Ollama commands through the Open WebUI proxy. Requires OPENWEBUI_URL and OPENWEBUI_TOKEN environment variables or explicit parameters.
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simplefarmer69 Skill Find SkillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
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simplefarmer69 Skill Self ImprovementCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
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simplefarmer69 Skill Memory CuratorDistill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.
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openshift-eng Skill Setup SnowflakeThis skill should be used before any Snowflake command to verify MCP connectivity, guide users through access provisioning, and set the session context. Invoke this skill proactively whenever a command needs Snowflake data access.
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sawrus Bundle Prompt Project PlannerInteractive project planning skill. Collects context, asks clarifying questions, selects rules/skills/workflows, and produces an execution-ready plan.
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chatandbuild Bundle Implementing Agent ModesUse this skill when adding mode-aware behavior to an AI agent, including explicit triggers, permissions, response contracts, and plan, ask, debug, or execute style interaction modes.
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chatandbuild Bundle Agent Performance AnalyzerUse this skill when analyzing AI agent performance with latency, success rate, cost, quality, throughput, and failure signals to identify bottlenecks and improvement opportunities.
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chatandbuild Bundle Conversion Funnel AnalysisThe Conversion Funnel Analyst is a sophisticated funnel optimization agent that helps users understand their conversion funnel, identify where users drop off, and recommend optimizations to improve conversion rates. This skill maps multi-stage funnels from impression to conversion, calculates drop-off rates at each stage, benchmarks performance against industry standards, and segments analysis by device, placement, audience, and creative type. It goes beyond reporting by diagnosing root causes for leak points—whether due to ad-to-page mismatch, pricing friction, or checkout complexity—and forecasts the impact of proposed optimizations on overall conversion volume and CPA.
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 commit-helper, branch-workflow, agent-browser. 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.