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 191 Scembed 67dbcbfascEmbed: Single-Cell Embedding Generation
7 - tools-only Bundle 2565 Kanban B682c5f7
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 2570 Sankey 622a103a
<!-- Source: https://github.com/SuperiorByteWorks-LLC/agent-project | License: Apache-2.0 | Author: Clayton Young / Superior Byte Works, LLC (Boreal Bytes) -->
7 - tools-only Bundle 271 Metrics 2d8815c0
View agent performance metrics and session history. Shows usage patterns, files changed, and session summaries.
7 - tools-only Bundle 119 Fn 15 96t 35b676a9
Plan-Sync Agent Specification
7 - tools-only Bundle 150 MCP Tools 972ad63e
🔧 MCP Tools
7 - tools-only Bundle 150 MCP Tools Cf051263
MCP Tool Usage Guide
7 - tools-only Bundle 1698 Refactor 1a6d950f
Quantitative benchmark of LLM code refactoring skill.
7 - tools-only Bundle 2477 Adapters 98b83b97
EvalView Adapters — Connect Any AI Agent to EvalView
7 - tools-only Bundle 2478 Proposal C67b1b6e
Change: Add chat orchestrator agent with MCP fallback
7 - tools-only Bundle 2489 LLM Chat Ac2f3d70
🚀 LLM Chat - Integrated MCP Client within ContextForge Gateway
7 - tools-only Bundle 097 Index 2e12c12a
Quantitative benchmarks of LLM code editing skill.
7 - tools-only Bundle 304 Graph 5f016311
Graph Multi-Agent Pattern
7 - tools-only Bundle 304 Graph Ac7a5a0a
Graph Multi-Agent Pattern
7 - tools-only Bundle 082 Claude 9b18cc61
config/ — Application Configuration & Prompt Templates
7 - tools-only Bundle 194 System 52cce97a
You are a precise browser automation agent that interacts with websites through structured commands.
7 - tools-only Bundle 194 System 6d66eb4d
You are a precise browser automation agent that interacts with websites through structured commands.
7 - tools-only Bundle 147 Workflow 6bb8c3b2
Agent and Skill Workflow
7 - tools-only Bundle 147 Workflow 9313af94
Agent and Skill Workflow
7 - tools-only Bundle 147 Workflow 9b59f15f
Agent and Skill Workflow
7 - tools-only Bundle 147 Workflow 9cb3bc5b
Agent and Skill Workflow
7 - tools-only Bundle 147 Workflow Ec10b6fc
Agent and Skill Workflow
7 - tools-only Bundle 147 Workflow Ed8d9ca1
Agentic InfraOps - Agent Workflow
7 - tools-only Bundle 2176 Phase 4 96365408
Phase 4 Agent: Verification with Script
7 - tools-only Bundle Write Vfunc As YAML 3
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 Ctriggerpush Touch 3
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 server.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 4
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 Igamesystem Looppostinitallsystems Peventdispatcher 2
Find and identify the IGameSystem_LoopPostInitAllSystems_pEventDispatcher and IGameSystem_LoopDestroyAllSystems_s_GameSystems global variable in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the event dispatcher pointer by searching for the "IGameSystem::LoopPostInitAllSystems(finish)" string reference and analyzing cross-references.
7 - tools-only Bundle Find Cbaseentity Starttouch And Cbaseentity Touch And Cb 2
Find and identify the CBaseEntity_StartTouch, CBaseEntity_Touch, and CBaseEntity_EndTouch virtual functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate these touch-related virtual functions by searching for the "INVALID CGameEventStartTouchCollideAdaptor" string reference and analyzing the touch event handler functions.
7 - tools-only Bundle Write Vfunc As YAML 5
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 Sf AI Agentforce 4
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 Write Globalvar As YAML 2
Write global variable analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing global variable identification and signature generation to persist the results in a standardized YAML format.
7 - tools-only Bundle Find Cbaseentity Gethammeruniqueid 2
Find and identify the CBaseEntity_GetHammerUniqueId virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the GetHammerUniqueId vfunc by searching for the "hammerUniqueId" string and identifying the function that calls a vtable method guarded by an OR condition, then writes the result to a CUtlString member.
7 - tools-only Bundle 010 Supervisor 73b7ed80
SUPERVISOR MODE (Multi-Agent QA)
7 - tools-only Bundle 1516 Librarian 76a52f68
Smart 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.
7 - tools-only Bundle 1559 MCP Guide 37caf1b2
MCP Usage Guide
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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 191-scembed_67dbcbfa, 2565-kanban_b682c5f7, 2570-sankey_622a103a. 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.