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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tools-only Bundle 2440 Librarian 581cc0c9Smart file reading agent. Reads files intelligently, summarizes large content, extracts relevant sections. Git analysis (diffs, changelogs, detailed commits). Protects main context from raw file dumps.
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MCP Architecture Documentation Index
7 - tools-only Bundle 2498 Reasoning A05be33d
How to configure reasoning model settings from secondary providers.
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Aider works with LLM web chat UIs
7 - tools-only Bundle 2516 Basic RAG 3c589f00
Basic RAG Cookbook
7 - tools-only Bundle 2714 LLM Chat B4fec4c4
🚀 LLM Chat - Integrated MCP Client within ContextForge Gateway
7 - tools-only Bundle 756 Readme En 95b83a64
IDA Skill for AI Agent
7 - tools-only Bundle 528 LLM 1027c55b
IntentKit LLM Guide
7 - tools-only Bundle 528 LLM 9d6a4545
LLM Integration Guide for IntentKit
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Agent Management
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Interactive p5.js visualization showing p5.js architecture and execution model
7 - tools-only Bundle 2480 Gemini3 31010918
Gemini 3 is our most intelligent model family to date, built on a foundation of state-of-the-art reasoning. It is designed to bring any idea to life by mastering agentic workflows, autonomous coding, and complex multimodal tasks. This guide covers key features of the Gemini 3 model family and how to get the most out of it.
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<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
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Gemini 3 is our most intelligent model family to date, built on a foundation of
7 - tools-only Bundle Find Firebullets And Traceattack And Ctakedamageinfo 2
Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
7 - tools-only Bundle Find Ctriggerpush Touch 2
Find and identify the CTriggerPush_Touch (CTriggerPush::Touch) virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the CTriggerPush touch handler function by using vtable information and the inherited vtable index from CBaseEntity::Touch.
7 - tools-only Bundle Write Vfunc As YAML 2
Write virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
7 - tools-only Bundle Find Cbasetrigger Starttouch And Cbasetrigger Endtouch 2
Find and identify CBaseTrigger_StartTouch and CBaseTrigger_EndTouch virtual functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CBaseTrigger touch handler functions by using vtable information and inherited vtable indices from CBaseEntity.
7 - tools-only Bundle Write Func As YAML 2
Write function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing function identification and signature generation to persist the results in a standardized YAML format. For virtual functions with known vtable index, use write-vfunc-as-yaml instead.
7 - tools-only Bundle Find Firebullets And Traceattack And Ctakedamageinfo 3
Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
7 - tools-only Bundle Find Firebullets And Traceattack And Ctakedamageinfo 4
Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
7 - tools-only Bundle Write Structoffset As YAML 2
Write struct member offset analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after identifying a struct member offset and optionally generating a signature for it to persist the results in a standardized YAML format.
7 - tools-only Bundle Sf AI Agentforce 2
Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
7 - tools-only Bundle Sf AI Agentforce 3
Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
7 - tools-only Bundle Find Cbaseplayerpawn Removeplayeritem 2
Find and identify the CBasePlayerPawn_RemovePlayerItem function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the RemovePlayerItem function by searching for the "DestroyWeapon" string reference and analyzing cross-references.
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This quickstart guide shows you how to create your first basic Strands agent, add built-in and custom tools to your agent, use different model providers, emit debug logs, and run the agent locally.
7 - tools-only Bundle 264 Quickstart F05add62
This quickstart guide shows you how to create your first basic Strands agent, add built-in and custom tools to your agent, use different model providers, emit debug logs, and run the agent locally.
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Agent Loop and Orchestration
7 - tools-only Bundle 300 Agent Loop D8761318
Agent Loop and Orchestration
7 - tools-only Bundle 734 Narsil MCP 47b97e58
Narsil-MCP - Comprehensive Code Intelligence MCP Server
7 - tools-only Bundle 360 Faq 9ddd9bb3
Frequently asked questions about mcpbr, the MCP server benchmark runner. Covers setup, benchmarks, configuration, results, and troubleshooting.
7 - tools-only Bundle 360 Faq B12926e4
MCP Gateway & Registry - Frequently Asked Questions (FAQ)
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Frequently asked questions about mcpbr, the MCP server benchmark runner. Covers setup, benchmarks, configuration, results, and troubleshooting.
7 - tools-only Bundle 360 Faq Fa9a0dd4
Frequently asked questions about mcpbr, the MCP server benchmark runner. Covers setup, benchmarks, configuration, results, and troubleshooting.
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MCP (Model Context Protocol)
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Agent Skill: fecfile
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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 2440-librarian_581cc0c9, 2489-mcp-index_330937ca, 2498-reasoning_a05be33d. 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.