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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ax-llm Skill Ax Python Flow 2Use when writing Python code with `axllm` for flows, nodes, program graphs, nested programs, dynamic options, caching, and optimizer components.
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ax-llm Skill Ax Python Gepa 2Use when writing Python code with `axllm` for GEPA, Pareto tradeoffs, reflection clients, metric budgets, optimizer state, and artifacts.
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ax-llm Skill Ax Rust Playbook 2Use when writing Rust code with `axllm` for the playbook() context-engineering surface, agent-bound verified evolution, run-end learning, online updates, and rendering a playbook into a program.
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ax-llm Skill Ax Go Agent Context 2Use when writing Go code with `github.com/ax-llm/ax/packages/go` for deciding between context maps, trajectory context policy, offline optimization (ACE/GEPA), and memory recall for long-context agents.
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pedroiff0 Skill Computer UseDrive the user's desktop in the background — clicking, typing, scrolling, dragging — without stealing the cursor, keyboard focus, or switching virtual desktops / Spaces. Cross-platform: macOS, Windows, Linux. Works with any tool-capable model. Load this skill whenever the `computer_use` tool is available.
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pedroiff0 Skill Agy CustomizationsComprehensive guide and reference for the Antigravity Customization System. Use to author skills, contextual rules, plugins, hooks, and MCP servers with correct priority loading.
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pedroiff0 Skill Skills Sh RegistryDiscover, query, evaluate, and fetch skills from the open skills.sh ecosystem (Vercel Labs) and global agent skill repositories.
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pedroiff0 Skill Awesome Skills MasterMaster catalog orchestrator and autonomous installer for AI agents. Use when exploring, cloning, discovering, or installing skills, plugins, or MCP servers from awesome-skills without using interactive CLI tools. Guides environment detection, rule adaptation (.mdc/CLAUDE.md), MCP configuration, and strict author attribution.
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pedroiff0 Bundle Obscure Tool Install LookupUse when a user asks how to install or use an obscure CLI tool, agent, or package and search engines are blocked, CAPTCHA-walled, or unhelpful. Resolves canonical install commands via GitHub repo search, raw README fetches, and official docs — without relying on web_search or bot-walled search engines.
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openaeon Skill OracleBest practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
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openaeon Skill ClawhubUse the ClawHub CLI to search, install, update, and publish agent skills from clawhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawhub CLI.
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openaeon 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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openaeon Skill PeekabooCapture and automate macOS UI with the Peekaboo CLI. General desktop automation: screenshots, UI maps, app/window control, UIAX vs synthetic input, typing, menus, clipboard, permissions, MCP, and local validation.
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openaeon Skill Gh IssuesFetch GitHub issues, spawn sub-agents to implement fixes and open PRs, then monitor and address PR review comments. Usage: /gh-issues [owner/repo] [--label bug] [--limit 5] [--milestone v1.0] [--assignee @me] [--fork user/repo] [--watch] [--interval 5] [--reviews-only] [--cron] [--dry-run] [--model glm-5] [--notify-channel -1002381931352]
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openaeon Skill Native MCPNative MCP Notes
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openaeon 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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openaeon Skill Coding AgentDelegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (for example spawn/run Codex or Claude Code in a Discord thread; use sessions_spawn with runtime:"acp"), or any work in ~/clawd workspace (never spawn agents here). Requires a bash tool that supports pty:true.
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openaeon Skill Peekaboo WechatAutomate WeChat on macOS strictly using the native 'wechat' agent tool. Never fallback to raw Peekaboo CLI commands or individual keyboard simulations.
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openaeon Skill Acp RouterRoute plain-language requests for Pi, Claude Code, Codex, OpenCode, Gemini CLI, or ACP harness work into either OpenAEON ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation.
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openaeon Bundle ProseOpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
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iapro-community Skill Skill MCP BuilderProjeta e implementa MCP servers seguros, com schemas claros, autenticação mínima, tratamento de erros, testes e documentação operacional.
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iapro-community Skill Skill AI OrchestrationUse for server-side AI orchestration in SaaS products, including OpenAI, Gemini, Claude, ElevenLabs, streaming, transcription, structured extraction, prompt contracts, token budgets, model routing, queues, retries, observability, consent, validation, and safe API key handling.
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iapro-community Skill Skill Agent ObservabilityDefine observabilidade para agentes e aplicações de IA com eventos, tracing, custos, latência, qualidade, regressões e privacidade.
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iapro-community Skill Skill Smart Clip DetectionUse for AI-assisted clip detection from transcripts, livestreams, videos, podcasts, calls, or long-form content, including scored candidates, timestamps, batching, validation, prompt versioning, review queues, idempotent reprocessing, consent, and publishing-ready metadata.
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williamzujkowski Bundle Gemini CLI Delegation Large Context RoutingFast delegation of large-context tasks to Gemini CLI via MCP when file size exceeds 100KB or task requires analysis/review.
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williamzujkowski Bundle Mlops Lifecycle ManagerManage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.
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tomevault-io Bundle Test Skill 23Use when testing per-client skill rules
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tomevault-io Bundle AgentfuzzAutomatic detection of taint-style vulnerabilities in LLM-based agents Use when this capability is needed.
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tomevault-io Bundle Vulnllm RSpecialized reasoning LLM with agent scaffold for vulnerability detection Use when this capability is needed.
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tomevault-io Bundle Doc Verify 2Verify documentation accuracy against code reality and external claims — runs as a fresh agent after /doc-rigor to prevent confirmation bias Use when this capability is needed.
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tomevault-io Bundle U9401066 Automl Stat MCP Code Refactor程式碼重構技能
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tomevault-io Bundle U9401066 Automl Stat MCP Test Generator測試生成技能
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tomevault-io Bundle Django Creator 2This project eliminates the time wasted on creating virtual Use when this capability is needed.
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tomevault-io Bundle Openclaw Agent Token OptimizerOptimize an OpenClaw agent setup (model routing, context management, delegation, rules, memory). Use when asked about optimizing agents, improving OpenClaw setup, or agent best practices. Use when this capability is needed.
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tomevault-io Bundle Performance Testing Review Multi Agent Review 2Use when working with performance testing review multi agent review
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felvieira Skill Research PrepColeta e organiza informacao tecnica multi-fonte antes de escrever docs, PRDs, ADRs ou artigos. Busca em: docs oficiais, GitHub (repos + issues), Stack Overflow, papers e blogs de referencia. Ranqueia fontes por autoridade (oficial 40% + recencia 30% + profundidade 20% + comunidade 10%). Output: memory/research/<slug>.md pronto para alimentar as skills documenter, po-feature-spec, prompt-engineer ou blog-publisher. Trigger em: "pesquisa tecnica", "levanta informacao", "coleta docs", "busca referencias", "preciso de fontes", "research antes de escrever", "levanta o que existe sobre", "benchmark de solucoes", "o que existe sobre X", "quero entender o estado da arte", "compara abordagens", "levanta referencias", "faz um research de", "coleta fontes sobre", "pesquisa sobre", "quero saber o que existe de", "monta um dossie tecnico", "background tecnico", "due diligence tecnica", "levantamento de alternativas".
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 ax-python-flow, ax-python-gepa, ax-rust-playbook. 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.