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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drmoisan Skill Feature Promotion Lifecycle 9Deterministic promotion workflow from potential feature/bug entry to issue, branch, active feature folder, and downstream spec/research handoffs. Agent sessions must use the drmCopilotExtension MCP tool surface and record raw promotion receipts under the canonical checkpoint namespace.
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dojogenesis Skill Multi Surface Strategy 3Guide the design of a coherent multi-surface product strategy where each surface has a unique, complementary role. Use when planning a product across multiple surfaces (desktop, mobile, web, API, CLI), when adding a new surface to an existing product, or when a multi-surface product feels fragmented. Produces a strategy document with surfaces, jobs-to-be-done, feature map, handoff design, business model, and phasing plan.
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bobmatnyc Skill Pm Git File Tracking 3Protocol for tracking files immediately after agent creation
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opengitcode Skill McporterUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
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opengitcode Bundle Model UsageUse CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
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baofeng-tech Bundle Cn LLM 4China LLM Gateway - Unified interface for Chinese LLMs including Qwen, DeepSeek, GLM, Baichuan. OpenAI compatible, one API Key for all models. Use when: the user needs model routing, provider setup, or Chinese LLM access guidance.
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baofeng-tech Bundle Media Gen 6Generate images and videos with AIsa. Supports Gemini, Wan, and Seedream image generation plus Wan text-to-video and image-to-video models. One API key; the bundled client routes each model to the correct endpoint automatically. Use when: you need a neutral AIsa media-generation skill that spans multiple model families without changing credentials or request flow.
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outfitter-dev Skill Clark Survey 3Autonomous codebase health scan for vocabulary drift, naming convention violations, structural anti-patterns, documentation staleness, and test health. Produces prioritized findings as Linear issues. Use for health checks, scheduled scans, or after heavy unreviewed agent work.
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dailybothq Bundle Deepworkplan 4DeepWorkPlan — turn any repo AI-first and run Deep Work Plans. Routes to create, execute, refine, resume, status, verify, and repo-onboarding sub-skills based on intent. Use when the developer wants to plan, execute, manage, or verify structured multi-task work, or make a repository AI-agent-ready.
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dailybothq Bundle Deepworkplan Author 4Author or update reusable skills, agents, and commands in the current repo — reason about the repo's .agents/ layout, follow the Open Agent Skills frontmatter contract, and keep the .agents/docs/ catalog in sync. Use when a developer wants to create or evolve the repo's agent kit (skills, agents, commands), or runs /skill-create or /agent-create.
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baofeng-tech Bundle LLM Router 4Unified LLM Gateway - One API for 70+ AI models. Route to GPT, Claude, Gemini, Qwen, Deepseek, Grok and more with a single API key. Use when: the user needs model routing, provider setup, or Chinese LLM access guidance.
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baofeng-tech Bundle Saas Gateway 6Unified SaaS integration gateway via api.aisa.one (AISA gateway, v3.1): manage OAuth auth for third-party SaaS apps (Gmail/Slack/GitHub/Notion etc.), tool execution, tool-router sessions, triggers, webhooks, MCP servers, and usage stats. Use when connecting third-party SaaS accounts, running cross-SaaS tools, managing MCP servers, setting up triggers, or checking usage. Keywords: SaaS gateway, connect app, OAuth link, run tool, auth config, tool router, MCP server, trigger, webhook, connected account, usage stats
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dailybothq Bundle Deepworkplan Addon Dailybot 4Optional DeepWorkPlan addon that connects an AI-first repo to the developer's Dailybot team — installing (with consent) the Dailybot agent skill (DailybotHQ/agent-skill, currently 3.10.3) and/or the Dailybot CLI (DailybotHQ/cli, >= 3.7.0), wiring the plan lifecycle into best-effort agent updates - kickoff when a plan starts, significant task completions, a blocked report when an unattended run halts, and a milestone on plan completion - with payloads derived from the plan's state layer, and optionally committing the Dailybot skill's deterministic hook enforcement (dailybot hook lifecycle hooks) so the agent harness itself reminds agents about unreported work. Opt-in, never required, never blocks the work, reconciles existing setups instead of clobbering them, and defers all auth to the Dailybot skill's own consent flow. Use when the developer or team already uses Dailybot and wants DWP progress visible to humans.
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dailybothq Bundle Deepworkplan Addon AI Diff Reviewer 4Optional DeepWorkPlan addon that connects an AI-first repo to the AI Diff Reviewer (DailybotHQ/ai-diff-reviewer on GitHub, "AI Diff Reviewer" on the Marketplace, current v2.0.0) — installing (with consent) the vendored coding-agent skill (DailybotHQ/ai-diff-reviewer, five sub-skills — parent default flow, generate-extension, setup, open-pr, apply-review) and, if the developer picks Flow B (dual-surface), letting the upstream setup sub-skill write .github/workflows/pr-review.yml so every pull request to the target repo is reviewed in CI with byte-identical parity to the local review. Wires the mandatory DWP Security Review task to run the parent default flow ("Review my current branch") as an additive step producing verdict + findings table + severity, appended under a dedicated heading in analysis_results/SECURITY_REVIEW.md. In Flow B, also surfaces the upstream apply-review sub-skill as an OPTIONAL developer-invoked companion during execute for walking through CI-posted findings per-finding (apply / defer /
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green-pt Skill Honey Superpowers 4Stack Honey onto Superpowers-style subagent workflows: dispatched subagents skip the session hook, so inject the levers into each dispatch prompt.
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bobmatnyc Skill Mpm 3Access Claude MPM functionality and manage multi-agent orchestration
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bobmatnyc Skill Mpm Ticket View 3Orchestrate ticketing agent for project management workflows
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baofeng-tech Bundle Us Stock Analyst 4Professional US stock analysis with financial data, news, social sentiment, and multi-model AI. Comprehensive reports at $0.02-0.10 per analysis. Use when: the user needs market data, stock analysis, watchlists, or portfolio workflows.
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baofeng-tech Bundle Openclaw Media Gen 6Generate images and videos with AIsa. Four image models (Google Gemini 3 Pro Image, Alibaba Wan 2.7 image + image-pro, ByteDance Seedream) and four Wan video variants (wan2.6/2.7 × t2v/i2v). One API key; the client routes each model to the correct endpoint automatically. Use when: the user needs AI image or video generation workflows.
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ulpi-io Skill Update Agent Learnings 3Extract learnings from a session and propagate them to appropriate agent files based on scope (Global for all subagents, Claude Code Only for main agent, or Agent-Specific). Use when a session revealed patterns, mistakes, or insights. Invoke via /update-agent-learnings or after challenging sessions.
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ulpi-io Bundle Update Claude Learnings 3Extract learnings about Claude Code behavior from a session and add them to the project's CLAUDE.md file. Use for behavioral rules, workflow patterns, and project-specific instructions that apply to the main Claude Code agent. Invoke via /update-claude-learnings after sessions revealing behavioral patterns.
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hack23 Skill AI Governance 4AI governance, EU AI Act compliance, OWASP LLM security, responsible AI practices for GitHub Copilot agents
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rysweet Bundle Microsoft Agent Framework 5Expert knowledge of Microsoft Agent Framework for building production AI agents and workflows. Use when building agents with Microsoft's framework, multi-agent orchestration, or tool integration.
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akillness Bundle Autoresearch 3Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.
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hkuds Bundle Vibe Trading 2Professional finance research toolkit — backtesting (10 engines + benchmark comparison panel), factor analysis, Alpha Zoo (462 pre-built alphas across qlib158/alpha101/gtja191/academic/fundamental), options pricing, 90 finance skills, 30 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 27 market-data sources (tushare, yfinance, okx, binance, akshare, baostock, tencent, mootdx, ccxt, futu, mt5, tickerall, local, eastmoney, sina, stooq, yahoo, pykrx, india_broker, qveris, longbridge, nobitex, wallex, plus optional-key finnhub/alphavantage/tiingo/fmp).
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hack23 Skill MCP Gateway Security 4MCP gateway security patterns, token management, request validation, and audit logging for MCP communications
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hack23 Skill Business Model Canvas 4Business Model Canvas framework for value proposition, customer segments, revenue streams, and sustainable business model design
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hack23 Skill MCP Server Development 4Model Context Protocol server development, MCP tool patterns, MCP configuration best practices, GitHub MCP integration
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hack23 Skill MCP Gateway Configuration 4MCP gateway setup for multi-server integration, security configuration, tool routing, and access control
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xoai Skill Sage Memory 3Integrates sage-memory into Sage workflows. Teaches the agent when to remember (store findings during work), when to recall (search memory at session start and task start), and how to learn (structured knowledge capture via sage learn). Use when the user mentions memory, remember, recall, learn, capture knowledge, onboard to codebase, or when starting any session where sage-memory MCP tools are available.
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rysweet Skill Investigation Workflow 56-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation. Includes parallel agent deployment for efficient deep dives and automatic knowledge capture to prevent repeat investigations.
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fabioc-aloha Bundle Multi Agent Orchestration 4Coordinate multiple AI agents for complex tasks — decomposition, delegation, and synthesis
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ravnhq Bundle Promptify 3Transform user requests into detailed, precise prompts for AI models. Use when users say 'promptify', 'promptify this', 'rewrite this prompt', 'make this prompt better/more specific', or explicitly request prompt engineering or improvement of their request for better AI responses.
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rudironsoni Bundle Rulesync 4Generates and syncs AI rule configuration files (.cursorrules, CLAUDE.md, copilot-instructions.md) across 20+ coding tools from a single source. Use when syncing AI rules, running rulesync commands, importing or generating rule files, or managing shared AI coding configurations.
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stacksjs Skill Stacks Router 4Use when working with routing in a Stacks application — defining routes, HTTP methods, route groups, middleware, named routes, URL generation, request enhancement (Laravel-style input/query/file helpers), response helpers, error responses, route model binding, or rate limiting. Covers @stacksjs/router, routes/, and app/Routes.ts.
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fabioc-aloha Bundle Flux Brand Finetune 4Train and manage custom FLUX LoRA fine-tunes on Replicate for consistent brand character imagery
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 feature-promotion-lifecycle, multi-surface-strategy, pm-git-file-tracking. 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.