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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agentoshi Bundle Apow MiningThis skill teaches your agent how to mine $AGENT coin via the apow-cli.
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cjke84 Bundle Memory SystemUse when setting up or improving an agent memory workflow for OpenClaw, Codex, or Obsidian with MEMORY.md, daily notes, session recovery, and optional OpenViking support.
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sametbrr Bundle LLM Wiki ManagerBuild, maintain, and query a personal LLM-managed wiki — a markdown knowledge base where the LLM owns all writing, cross-referencing, and bookkeeping while the user curates sources. Use this skill when the user wants to (1) bootstrap a new wiki, second brain, or research notebook; (2) ingest a new source (article, PDF, paper, transcript) and update relevant entity/concept pages, the index, and log; (3) query an existing wiki and synthesize an answer with citations, filing it back if useful; (4) update the wiki when a new source supersedes a claim across multiple pages (diff-before-write sweep); (5) lint the wiki for orphan pages, broken links, index drift, or stub pages — auto-dated reports. Trigger this when the user mentions a "second brain", "research wiki", "knowledge base", or "Memex", or asks Claude to track sources across sessions. Bundles four idempotent scripts and enforces the bookkeeping discipline that makes wikis compound rather than rot.
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dimgouso Bundle Adi Decision EngineStructured multi-criteria decision analysis for ranking options with weights, constraints, confidence, tradeoff reasoning, sensitivity analysis, and explainable recommendations. Use when the user asks for decision support, MCDA, weighted scoring, prioritization, vendor selection, route planning, hiring shortlist ranking, tool comparison, procurement decisions, or auditable agent decision logic.
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echoofzion Bundle Little Steve Agent GuardLittle Steve Agent Guard: a self-evolving security system for agent skills. Wraps all skill commands with risk assessment, audit logging, approval levels, and continuous rule evolution. / 小史安全卫士:面向 Agent Skill 的自进化安全系统。为所有技能命令提供风险评估、审计日志、分级审批和持续规则进化。
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flap-builder Bundle Flapskill创建 V5 代币(0 税或税收,四档分配);USDT 买入、按数量或按比例卖出;做市刷量(每轮 5 买 5 卖,启动销毁 5 万枚,无 USDT 时卖回 funder 后继续,日志北京时间)。说「蝴蝶技能」触发。依赖 BNB Chain MCP。
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vsevolodustinov Bundle Worker RelayRun Codex CLI, Claude Code, or another supported external agent as a supervised asynchronous worker with strict OpenClaw routing, progress notifications, result delivery, session resume, optional provider fallback, and multi-turn supervisor ownership. Always use whenever the user asks to call, run, invoke, use, ask, or delegate to Codex or Claude, even for a small task; also use for substantial background work, automations, worker-session continuation, and chat notification on completion. Never substitute a native OpenClaw subagent or raw CLI. Direct interactive CLI is allowed only when the user explicitly asks to bypass Worker Relay and run it directly.
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williamneves Bundle Facebook Ads ManagerOrquestra planejamento, operacao e otimizacao de campanhas Meta Ads usando MCP tools com seguranca de escrita, cobertura completa de endpoints e carregamento progressivo de contexto.
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olelehmann100kmrr Bundle AutoresearchAutonomously optimize any Claude Code skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Use when: optimize this skill, improve this skill, run autoresearch on, make this skill better, self-improve skill, benchmark skill, eval my skill, run evals on. Outputs: an improved SKILL.md, a results log, and a changelog of every mutation tried.
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vrtalex Bundle Bitrix24 AgentDesign, implement, debug, and harden integrations between AI agents and Bitrix24 REST API (webhooks, OAuth 2.0, scopes, events, batch, limits, REST 3.0). Use whenever the user wants to connect an AI assistant or agent to a Bitrix24 portal or act on one — for example create or update a lead, deal, contact or company; find duplicate contacts; log a call or activity; move a deal stage; generate a quote or invoice; attach products; send a chat message or user notification; build a chat-bot; manage tasks, projects or templates; upload files; run a business process; sync offline events; pick webhook or OAuth; or resolve Bitrix24 API errors (WRONG_AUTH_TYPE, QUERY_LIMIT_EXCEEDED, expired_token) and performance issues — even if Bitrix24 is not named explicitly. Do NOT use for other CRMs (Salesforce, HubSpot, amoCRM, Pipedrive, Zoho) — those have their own skills.
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dazeb Bundle Moltex ProUniversal agent skill for interacting with the MOLTEX PRO Agent Memecoin Exchange. Enables autonomous agents to manage $MOLT wallets, trade bonding curve tokens, mint new assets, and participate in bounties and duels. Works with any agent framework — Hermes, Claude Code, Codex, OpenClaw, Cursor, or raw terminal.
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transluceai Bundle DocentDocent is a platform for analyzing AI agent behavior. Always load this skill before interacting with the Docent platform.
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ratacat Bundle PairLaunch a pair programming agent to watch your work and catch issues
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adampaulwalker Bundle CodexReview code changes, implementation plans, or specific files using OpenAI Codex CLI. Triggers on "review", "check", "validate", "codex". Perfect for maker-checker workflows where you want a second AI agent to review Claude's work before committing. Requires the Codex CLI to be installed (brew install codex-cli or from https://codex.storage.googleapis.com).
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app-incubator-xyz Bundle Skill VetterMulti-scanner security gate. TRIGGER when: user mentions installing, adding, or reviewing a skill to Claude Code, OpenClaw, or any other AI agent. Detects malicious code, vulnerabilities, and suspicious patterns.
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hahwul Bundle DalfoxUse when scanning a URL or parameter for XSS (reflected, DOM, stored, blind), enumerating reflected parameters, or when the user explicitly mentions "dalfox" or "XSS scan". Runs as CLI (`dalfox scan`) or MCP server (6 tools). Authoritative workflows for dalfox v3 (Rust). Not for non-XSS vulnerabilities.
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ngmeyer Skill LibrarianOrchestrate vault knowledge workflows using the Librarian MCP server. Ingest solutions, search prior art, explore the knowledge graph, log daily learnings.
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takechanman1228-claude-persona Skill PersonaBuild a persona panel, explore customer motivations through open-ended questions, and pressure-test product concepts before spending on fieldwork. Generates diverse AI persona panels, runs agent-separated interviews (qualitative ask or structured concept test), analyzes results with theme synthesis, cross-tabs, and charts, and delivers executive research reports. Use when the user wants to ask a panel about motivations or barriers, which concept to launch, who to target first, which message resonates, whether a value proposition works, or needs a reusable persona panel.
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sunweb3sec Bundle LLM Sast ScannerGeneral-purpose Static Application Security Testing (SAST) skill for code vulnerability analysis. Trigger when the user asks to: "analyze code for vulnerabilities", "review code security", "find security bugs", "do a SAST scan", "check for [vulnerability type] in code", "audit source code", or requests a security code review of any language or framework. Covers 34 vulnerability classes across web, API, auth, mobile, and logic layers.
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imran-siddique Bundle Agentmesh GovernanceAI agent governance, trust scoring, and policy enforcement powered by AgentMesh. Activate when: (1) user wants to enforce token limits, tool restrictions, or content policies on agent actions, (2) checking an agent's trust score before delegation or collaboration, (3) verifying agent identity with Ed25519 cryptographic DIDs, (4) auditing agent actions with tamper-evident hash chain logs, (5) user asks about agent safety, governance, compliance, or trust. Enterprise-grade: 1,600+ tests, merged into Dify (65K★), LlamaIndex (47K★), Microsoft Agent-Lightning (15K★).
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bekservice Skill Famulor Assistants HistoryRead Famulor assistant configurations, versions, catalogs, and omnichannel conversation history through the restricted Assistant & History MCP profile. Use for reviewing assistants or finding and summarizing call, messaging, or email history; never use it to change resources, send messages, place calls, run campaigns, manage telephony, or access billing.
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tjamescouch Bundle AgentchatReal-time agent-to-agent communication via the AgentChat WebSocket protocol. Connect to AgentChat servers, join channels, send and receive messages, and coordinate with other agents.
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redis-ioredis Bundle Docs SyncKeep ioredis documentation synchronized with code behavior. Use when an agent changes public APIs, options, Redis command support, examples, generated typings, connection behavior, Cluster/Sentinel behavior, Pub/Sub, pipelines, transactions, scan streams, reconnect behavior, TypeScript usage, or release-facing behavior that may require README or docs updates.
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redis-ioredis Skill Code Change VerificationVerify ioredis code changes before handoff. Use when an agent changes or reviews runtime TypeScript, Redis command support, generated typings, tests, docs tied to behavior, build tooling, release-sensitive files, or any task that needs choosing and running the right local validation commands.
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phantom Skill New CLI ActionScaffold a new CLI action for the internal-connect-sdk. Use when the user asks to add a new command, tool, or action to the Phantom CLI/MCP. Guides through creating the action file, registering the command in the appropriate CLI group, and adding the tool to the OpenClaw registry.
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buildkite Skill Release NotesDraft and update GitHub release notes for this repository. Use when preparing, reviewing, or revising a versioned buildkite-mcp-server release. Do not use for changelog files or ordinary pull request descriptions.
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buildkite Skill Tool Parameter DescriptionsWrite or review concise MCP tool parameter descriptions that add only information needed to construct correct calls.
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asif2bd-jarvis-mission-control-openclaw Bundle Jarvis Mission ControlSet up JARVIS Mission Control v2.1.0 — a free, open-source AI agent coordination hub by MissionDeck.ai. Kanban board, real-time WebSocket updates, team chat, scheduled job visibility, agent SOUL editor, Claude Code session tracking, GitHub Issues sync, SQLite-backed webhook delivery with circuit breaker, CSRF + rate limiting. Fork the repo, start the server, open the dashboard. No cloud account required. Instruction-only skill — all code runs on YOUR server from open-source GitHub repo. No code execution in skill. Security-audited: 0 HIGH, 0 CRITICAL. See SECURITY.md for full audit.
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nityeshaga Bundle Prompt EngineerExpert prompt engineering for AI systems. Use when the user wants to write or review prompts for AI, create instructions for AI systems, build system prompts, review or improve existing prompts, optimize AI instructions, or create any form of written communication intended for AI consumption (Claude, GPT, or other LLMs).
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nityeshaga Bundle AI Tool DesignerGuide for designing effective tools for AI agents. Use when creating tools for custom agent systems or any AI tool interfaces. Provides principles for tool naming, input/output design, error handling, and evaluation methodologies that maximize agent effectiveness.
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nityeshaga Skill Chad ReviewStrip the showing-off from any artifact — code, a prompt, a skill, a doc, prose, a landing page, a diagram — by making it survive Chad: its intended audience with the personality of the guy from the "Chad vs Virgin" memes, who only cares about the job and refuses to be impressed. Chad meets the artifact cold the way a real user does — the whole bundle first, walked in reading order (so cross-file bullshit gets caught: the same thing told in three files, files that contradict each other), then each file on its own — and leaves the dumbest honest feedback comments he has, always ending with a bird's-eye comment on the whole thing; a defender who treats him as an asset addresses every comment — edits the clone or rejects the comment with a reason — and the same Chad re-reviews, round after round (default 3). Whatever they can't settle comes to you as unresolved tension. Use to remove over-smartness, purple prose, gold plating, caveat padding, beating around the bush, over-explaining, self-narration, or padded pu
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nityeshaga Skill Elon AlgorithmAggressively simplify any artifact — code, a prompt, a skill, a doc, or prose — by running Elon's algorithm (question every requirement → delete → simplify) on a clone of it via an agent swarm, then returning a reviewable cut-plan. Use whenever you want to cut AI slop, trim bloat, de-pad a file, make something leaner/denser, "delete what isn't load-bearing", or shrink an over-engineered artifact without losing what matters. Especially for AI-generated output, which is *additive* by nature (padded, over-explained, over-built) — this is the subtractive antidote. Triggers: "cut the slop", "make this leaner", "trim this skill/prompt", "this is over-engineered", "run the Elon algorithm on X".
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metaphorics Bundle AgnoAgno AI agent framework. Use for building multi-agent systems, AgentOS runtime, MCP server integration, and agentic AI development.
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fpl9000 Skill AI MessagingCommunicate with the local stateful agent system via the GitHub relay. Use this skill when the user wants to interact with their local machine remotely — reading memory files, running shell commands, or delegating tasks to the local Claude Desktop agent. Triggers include phrases like: "on my local machine", "check my local files", "run this on my home computer", "ask my local Claude", "read my memory files", "what's in my core memory", "what's on my home machine", "run this locally". Requires the github skill for relay transport scripts.
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giskard-ai Bundle Giskard Checks New CheckGuides implementation of new or changed eval checks in the giskard-checks package—Check subclasses, discriminated kind registration, public exports, and tests. Use when adding or modifying built-in checks, LLM-based judges, @Check.register kinds, serialization of TestCase or Scenario, or when editing files under libs/giskard-checks/src/giskard/checks related to checks.
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growilabs Skill Growi MCP SetupSet up and connect the GROWI MCP server so GROWI tools become available to the agent. Use this skill when the user asks to "set up GROWI", "connect GROWI", "configure the GROWI MCP server", or when GROWI tools (such as suggestPath, searchPages, createPage) are expected but not available. Also use this right after the user has installed the GROWI plugin/skill and needs to finish wiring up the connection.
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-sast-scanner, pair, dalfox. 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.