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.
-
impertio-studio Bundle Mariadb Core Security ModelUse when creating users, granting privileges, choosing an authentication plug-in, enabling roles, setting up encryption at rest or TLS, or migrating user schema from MySQL. Prevents the common mistake of using mysql_native_password instead of ed25519, forgetting to enable encryption on binlog / tmp / redo as well as tables, or losing access after upgrading mysql.user to mysql.global_priv. Covers authentication plug-ins (mysql_native_password, ed25519, gssapi, pam, unix_socket), CREATE USER and GRANT model, roles since 10.0.5, encryption at rest via file-key-management plug-in, TLS for client and replication, mysql.user vs mysql.global_priv shift in 10.4+. Keywords: mariadb security, CREATE USER, GRANT, REVOKE, roles, SET DEFAULT ROLE, ed25519, mysql_native_password, gssapi, pam, unix_socket, encryption at rest, file-key-management, TLS, SSL, REQUIRE SSL, mysql.user, mysql.global_priv, access denied, authentication failure, how do I add a user, secure mariadb, file_key_management_use_pbkdf2, file_key_managemen
- impertio-studio Bundle Mariadb Core Replication Model
Use when designing a MariaDB replication topology, choosing between async, semi-sync, or parallel-applier, configuring GTID, migrating replication from MySQL, or debugging replication lag at the model level. Prevents the common mistake of mixing MariaDB GTID with MySQL GTID, choosing STATEMENT binlog with non-deterministic functions, or running parallel-applier without understanding conflict semantics. Covers asynchronous replication (default), semi-sync built-in 10.3+, parallel-applier with slave_parallel_mode optimistic/conservative/aggressive/minimal/none, MariaDB GTID format domain-server-sequence, binlog formats ROW/STATEMENT/MIXED, multi-source named-connection replication. Keywords: mariadb replication, master slave, primary replica, async replication, semi-sync, semi-synchronous, parallel applier, slave_parallel_threads, slave_parallel_mode, GTID, domain-server-sequence, gtid_strict_mode, binlog format, ROW STATEMENT MIXED, binlog_row_image, NOBLOB, multi-source, replication lag, Seconds_Behind_Master
-
l-x-t Bundle Grill MeInterview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when the user wants to stress-test a plan, get grilled on their design, or mentions "grill me". For a grilling anchored to the project's domain model and style guides use grill-with-style instead.
- l-x-t Skill Handover
Compact the current conversation into a handover document for another agent to pick up. Use when the user wants to hand work over to a new session, says "handover", "hand off", or asks to summarise the session for the next agent.
- l-x-t Bundle Ng Prototype
Build a throwaway Angular prototype to flesh out a design before committing – either a runnable terminal app for state/business-logic questions, or several radically different UI variations on one route, switchable from a floating bar. Use when the user wants to prototype an Angular feature, mock up a screen, sanity-check a data model or state machine, explore design options, or says "prototype this", "try a few designs", or "let me play with it".
- l-x-t Bundle Create A Skill
Create, edit, and improve agent skills with the right invocation, information hierarchy, leading words, and pruning so each skill runs predictably. Use when the user wants to create, write, edit, refactor, or review a skill, or asks what makes a skill good.
- l-x-t Skill Grill With Style
Grilling session that challenges your plan against the code's actual domain model and project style guide, and sharpens terminology. Use when the user wants to stress-test a plan against their project's language and style guide. For a plain design grilling without that lens use grill-me instead.
-
luokai0 Skill Oc Aetherlang StrategyAetherlang Strategy
10 - luokai0 Skill Flutter 2
Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing
10 - luokai0 Skill Oc Freelance Toolkit Fr
Freelance Toolkit Fr
10 - luokai0 Bundle Fal 3d 3
Generate 3D models from text or images. Use when the user requests "Create 3D model", "Text to 3D", "Image to 3D", "3D generation", "Generate mesh", "3D asset".
10 - luokai0 Bundle Fal Restore 3
Restore and fix image quality — deblur, denoise, dehaze, fix faces, restore documents. Use when the user requests "Fix blurry image", "Remove noise", "Fix face", "Restore photo", "Enhance document", "Deblur", "Denoise".
10 - luokai0 Bundle Fal Tryon 3
Virtual try-on — see how clothes look on a person. Use when the user requests "Try on clothes", "Virtual try-on", "How does this look on me", "Fashion try-on", "Garment transfer".
10 - luokai0 Bundle Ddg Web Search
Search the web with DuckDuckGo instant answer API and return concise results. Use when the user asks to look something up online, fetch quick facts, or do lightweight web search without browser automation.
10 - luokai0 Skill Grpc Expert
Expert-level gRPC and Protocol Buffers. Use when designing gRPC services, writing .proto files, streaming RPCs, or high-performance microservice communication.
10 - luokai0 Skill Oc Usdc
Usdc
10 - luokai0 Skill Gmail 2
Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send email, create email draft, mark as read, archive email, star email, or manage Gmail labels. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
10 - luokai0 Bundle Flatpak Builder
Flatpak Builder Skill
10 - luokai0 Skill Oc Moa
Moa
10 - luokai0 Skill Wallet
Vincent - A wallet for agents
10 - luokai0 Bundle Fal Generate 3
Generate images and videos using fal.ai AI models with queue support. Use when the user requests "Generate image", "Create video", "Make a picture of...", "Text to image", "Image to video", "Search models", or similar generation tasks.
10 - luokai0 Skill Oc Groq
Groq
10 - luokai0 Skill Oc Hackathon
Hackathon
10 - luokai0 Skill Oc Grago
Grago
10 - luokai0 Skill Oc Readx
Readx
10 - luokai0 Skill Oc Apiosk
Apiosk
10 - luokai0 Skill Create Pr 3
Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing workflow.
10 - luokai0 Skill Polymarket
Vincent - Polymarket for agents
10 - luokai0 Skill Score Eval
Score the eval diff at $ARGUMENTS against the eval rubric.
10 - luokai0 Skill Oc Sample Skill
Sample Skill
10 - luokai0 Skill Dev Browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
10 - luokai0 Skill Oc Clawgang
Clawgang
10 - luokai0 Bundle Customaize Agent Create Hook
Create and configure git hooks with intelligent project analysis, suggestions, and automated testing
10 - luokai0 Skill Oc Blankfiles
Blankfiles
10 - luokai0 Skill Oc Agentmesh
Agentmesh
10 - luokai0 Skill Oc Usdc Hackathon
Usdc Hackathon
10
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 mariadb-core-security-model, mariadb-core-replication-model, grill-me. 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.