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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slavasexton Skill KreaUse when a task names Krea or Krea 2, when choosing between Krea's hosted API and its open weights, when wiring the Krea 2 Image or Krea 2 Style Reference API nodes, when building with FLUX.1 Krea Dev, when someone asks about Krea Realtime or realtime or streaming video generation, or when a Krea 2 job needs ControlNet, instruction editing, identity preservation or per-layer conditioning control that core ComfyUI does not provide.
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trustwallet Bundle Trust Wallet CLITrust Wallet CLI (`twak`) — install, create wallets, check balances, send tokens, swap, view history, set price alerts, DCA automations, limit orders, manage ERC-20 approvals, check token risk, browse trending/DApps, and run x402 micropayments. Use whenever the user wants to use the twak CLI, manage a crypto wallet from the terminal, send or swap tokens via command line, check portfolio, create price alerts, set up DCA, create limit orders, approve ERC-20 spenders, or interact with Trust Wallet from a shell. Also covers MCP server setup for AI agents.
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gabrielmoreira Skill CoreCore agent-browser usage guide. Read this before running any agent-browser commands. Covers the snapshot-and-ref workflow, navigating pages, interacting with elements (click, fill, type, select), extracting text and data, taking screenshots, managing tabs, handling forms and auth, waiting for content, running multiple browser sessions in parallel, and troubleshooting common failures. Use when the user asks to interact with a website, fill a form, click something, extract data, take a screenshot, log into a site, test a web app, or automate any browser task.
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wordpress Bundle Wp REST APIUse when building, extending, or debugging WordPress REST API endpoints/routes: register_rest_route, WP_REST_Controller/controller classes, schema/argument validation, permission_callback/authentication, response shaping, register_rest_field/register_meta, or exposing CPTs/taxonomies via show_in_rest.
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zafer-liu Skill Data查看数据结构、质量和可分析性(schema 数据概览 profiling)
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zafer-liu Skill Tree使用决策树识别影响目标变量的关键规则(decision tree 决策树)
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agent0ai Bundle A0 Create AgentCreate a new Agent Zero agent profile (subordinate). Covers where profiles live (user / plugin-distributed / project-scoped), the agent.yaml schema, the prompt inheritance & override model, and optional profile-specific tools and extensions. Use for any "create/add/new agent profile" request.
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agent0ai Bundle Scheduled TasksUse for complex Agent Zero scheduler work, including creating, updating, deleting, running, waiting for, timezone-correcting, or auditing scheduled, planned, and adhoc tasks.
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anbeime Bundle Agent Team产品经理与项目管理专家在应对复杂项目时,使用此技能可动态组建包含“执行、指挥、评审”的专属AI团队。实时查看多智能体辩论与决策全过程,共享统一上下文记忆,一键完成从会议决策到系统构建的全流程高效协同!
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ar9av Skill Session SearchFind a past agent session by topic and load its context into the current conversation. Searches the session-brain topic graph, ranking by relevance, topic membership, and time decay, then loads the winning transcript. Use when the user says "/wiki-sessions <topic>", "which session did I do X in", "find the session where I fixed X", "when did I last work on Y", "what was that session about Z", "load the session where I set up X", "have I done this before". Read-only — never writes to the vault. Requires a graph built by the session-brain skill.
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asheshgoplani Bundle Agent DeckTerminal session manager for AI coding agents. Use when user mentions "agent-deck", "session", "sub-agent", "MCP attach", "git worktree", or needs to (1) create/start/stop/restart/fork sessions, (2) attach/detach MCPs, (3) manage groups/profiles, (4) get session output, (5) configure agent-deck, (6) troubleshoot issues, (7) launch sub-agents, or (8) create/manage worktree sessions. Covers CLI commands, TUI shortcuts, config.toml options, and automation.
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bgauryy Bundle Octocode MannequinUse when posing, animating, or explaining a 3D human skeleton/manikin: anatomical joints, ROM clamps, walk/run/dance/backflip sequences, Three.js viewer, or agent-driven WebMCP figure control (reach/look_at). Phrases like pose the manikin, skeleton scheme, animate a walk cycle. Not for general 3D scenes, physics/ragdoll, IK foot-locking, or mocap import.
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chatboxai Skill Session RAG EvalRun and debug Chatbox session attachment RAG model evaluation with synthetic and real long-file fixtures.
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datadog-labs Skill Dd Account SetupEnsure the user has an authenticated Datadog account with a valid DD_API_KEY on the right region before any Datadog setup or instrumentation. Detects existing DD_API_KEY / DD_APP_KEY / DD_SITE, validates them against the Datadog API, and fixes the common wrong-region 403. If no usable key exists, signs the user in (OAuth) or creates a new account, then obtains and validates a key. Use this whenever a user needs a Datadog account or API key, hits a 403 / wrong-region error, or is about to run any Datadog *-setup or instrumentation skill.
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daymade Skill Auto Repo SetupDiagnose, repair, and standardize repository setup and safe Git workflows for Claude Code or Codex. Use when a repository will not run, a collaborator is onboarding, dependencies or credentials are missing, the user wants startup sync, SessionStart output is duplicated, project instructions or hooks need auditing, or commit/push/conflict/history-cleanup needs a guarded workflow. Route ordinary startup behavior through project instructions or a natural language request; use lifecycle hooks only when behavior must occur before the first prompt and the target runtime has been verified.
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disler Skill DriveTerminal automation CLI for AI agents. Use drive to create tmux sessions, execute commands, send keystrokes, read output, poll for patterns, run commands in parallel across sessions, and manage processes. Always use --json for structured output.
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disler Skill SteermacOS GUI automation CLI. Use steer to see the screen, click elements, type text, send hotkeys, scroll, drag, manage windows and apps, run OCR on Electron apps, and wait for UI conditions.
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dtsola Bundle Xiaoyao Search小遥搜索 MCP 工具 - 本地文件智能搜索(语义/全文/图像/语音/混合搜索)
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fengshao1227 Bundle Ccg SkillsCCG Skills - Quality gates, documentation generator, and multi-agent orchestration. Auto-installed by CCG workflow system.
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ferminrp Bundle Dub Links APIIntegrates Dub Links API endpoints to create, update, delete, retrieve, list, count, and run bulk operations on short links. Use when the user asks for "dub links api", "create link dub", "upsert link dub", "list links", "count links", "bulk links", or lookups by linkId/domain+key/externalId.
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firecrawl Bundle Firecrawl BuildIntegrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser interaction. Use when building any feature that needs data from the web in code, even if the user does not mention Firecrawl explicitly and only describes wanting web data, website content, search, scraping, or interaction in an application. Trigger for Firecrawl requests, "fire girl" shorthand, and generic app-level web-data needs that should map to `/scrape`, `/search`, or `/interact`. Do not use this skill for one-off terminal-only web tasks during the current session; use `firecrawl/cli` for those.
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first-fluke Bundle Oma BackendBackend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.
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first-fluke Bundle Oma DeepsecDrive Vercel's `deepsec` agent-powered vulnerability scanner end-to-end: installing the `.deepsec/` workspace, bootstrapping `INFO.md`, running cost-aware `scan` / `process` / `triage` / `revalidate` / `export` passes, gating PRs with `process --diff`, writing custom matchers, and triaging findings. Use whenever the user mentions deepsec, asks an agent to scan a repo for vulnerabilities, runs into `pnpm deepsec` / `bunx deepsec` commands, wants a CI-based PR security review, sees a `.deepsec/` directory, or asks about `INFO.md` / matchers / `process --diff` / `revalidate`, even when the tool name is not spoken. Deepsec scans are expensive (a single full scan can cost hundreds to tens of thousands of dollars) so the skill exists in part to keep the user from getting surprised.
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first-fluke Bundle Oma ScholarScholarly research companion using Knows sidecar spec (.knows.yaml). Generates, validates, reviews, queries, and compares structured research-paper sidecars, and fetches them from knows.academy. Use for academic literature search, survey synthesis, paper authoring assistance, and peer review with token-efficient claim/evidence/relation access.
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gabrielmoreira Bundle Anti UI SlopStop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
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aibot88 Bundle Canvas AppCreates or edits a Power Apps Canvas App through the Canvas Authoring MCP coauthoring session. Handles new app generation from requirements, simple inline edits, and complex multi-screen changes with parallel screen builders. Triggers on requests to create, build, generate, modify, update, change, or edit a Canvas App or .pa.yaml files.
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aibot88 Bundle Cheez ReadThis skill should be used when the user asks to read, view, show, open, or display the contents of a file or directory — phrases like "read src/auth.ts", "show me this file", "what's in this directory", "view lines 44-89", "look at the imports". Replaces cat / head / tail / less / more / bat / ls / tree / eza / find / fd / Read / Glob with AST-aware tilth MCP reading and file listing. Use even when the user says "cat", "less", "bat", "tree", "ls", "find", "fd", or "open the file" — never call host Read, Glob, or any shell file viewer / lister directly. If tilth MCP is unavailable, stop and report rather than fall back. Do NOT use for searching symbols or text (use cheez-search), editing code (use cheez-write), or git/gh operations.
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aibot88 Bundle Claude OpsPROMETHEUS NEXUS v6.0 - Constitutional multi-agent framework with director domains, mutual accountability, and Teammate coordination. Use when spawning AI directors, coordinating multi-agent systems, establishing governance boundaries, or implementing hierarchical collaboration with constitutional compliance.
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aibot88 Bundle ClawdirectInteract with ClawDirect, a directory of social web experiences for AI agents. Use this skill to browse the directory, like entries, or add new sites. Requires ATXP authentication for MCP tool calls. Triggers: browsing agent-oriented websites, discovering social platforms for agents, liking/voting on directory entries, or submitting new agent-facing sites to ClawDirect.
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aibot88 Bundle Create BknGuides creation of BKN (Business Knowledge Network) definition files following v2.0.1 spec. Covers network, object_type, relation_type, action_type, concept_group. Use when creating knowledge networks, BKN files, object types, relation types, action types, concept groups, or when user asks to model business knowledge in BKN format. When kweaver-core is also loaded, use it to run kweaver CLI (auth, bkn push) after files exist.
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aibot88 Bundle Daemon OpsOperational commands for the AgentX daemon on the current host — restart, tail logs, hot-reload config, status, Claude-auth and overage-gate troubleshooting. Works on both macOS (launchd) and Linux (systemd). Intended for the devops / main agent on the host. Other agents should not use this.
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aibot88 Bundle Debug ZoomDebug a broken Zoom integration by isolating the failure point and routing into the right Zoom references. Use when auth, API, webhook, SDK, or MCP behavior is failing and you need a ranked hypothesis list plus verification steps.
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aibot88 Bundle DisciplineProof-based orchestration discipline for spec-compliant multi-agent systems. Five layers: DECOMPOSITION, COMPREHENSION, VERIFICATION, ENFORCEMENT, ACCOUNTABILITY. Use when: workers need discipline context, proof schemas, anti-rationalization guidance. Keywords: discipline, proof, verification, compliance, spec, acceptance criteria, rationalization, evidence, SOW, spec continuity
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aibot88 Bundle Eeat AuditUse when auditing a page for E-E-A-T signals. The agent reads the page and scores Experience, Expertise, Authoritativeness, and Trustworthiness — then tells you exactly what to add to each dimension.
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aibot88 Bundle Gemini CLI[Trigger] When PPT workflow needs SVG slide layout and aesthetic optimization via Gemini. [Output] Structured optimization suggestions with scores and concrete layout/style improvements. [Skip] For content authoring or SVG generation tasks (those are handled by Claude). [Ask] No user input needed; invoked by review-core agent. [Resource Usage] Use references/, scripts/ (`scripts/invoke-gemini-ppt.ts`).
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aibot88 Bundle Github MCPGitHub API operations - repositories, issues, pull requests, actions, code security, discussions, gists, and more. Use for GitHub-related tasks like managing PRs, issues, searching code, and monitoring workflows.
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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 core, anti-ui-slop, wp-rest-api. 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.