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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lord1egypt Skill System Prompt Scratchpad DirectoryInstructions for using a dedicated scratchpad directory for temporary files
2 - lord1egypt Skill Tool Description Agent Usage Notes
Usage notes and instructions for the Task/Agent tool, including guidance on launching subagents, background execution, resumption, and worktree isolation
2 - lord1egypt Skill Agent Prompt Simplify Slash Command
Instructions for the /simplify slash command that reviews changed code for reuse, simplification, efficiency, and altitude cleanups, then applies the fixes
2 - lord1egypt Skill Data Managed Agents Client Patterns
Reference guide of common client-side patterns for driving Managed Agent sessions, including stream reconnection, idle-break gating, tool confirmations, interrupts, and custom tools
2 - lord1egypt Skill System Prompt Autonomous Loop Check
Defines behavior for autonomous timer-based invocations, guiding Claude to continue established work, maintain PRs, and handle repeated idle checks while the user is away
2 - lord1egypt Skill Agent Prompt Auto Mode Rule Reviewer
Reviews and critiques user-defined auto mode classifier rules for clarity, completeness, conflicts, and actionability
2 - lord1egypt Skill Agent Prompt Review Pr Slash Command
System prompt for reviewing GitHub pull requests with code analysis
2 - lord1egypt Skill Data Knowledge MCP Search Strategies
Reference query patterns for using knowledge MCPs to discover organization-specific tool names, project identifiers, team names, and workflow details during plugin customization
2 - lord1egypt Skill Data Managed Agents Reference Python
Reference guide for using the Anthropic Python SDK to create and manage agents, sessions, environments, streaming, custom tools, files, and MCP servers
2 - lord1egypt Skill Data Managed Agents Tools And Skills
Reference documentation covering the Managed Agents SDK's tool types (agent toolset, MCP, custom), permission policies, vault credential management, and skills API for building specialized agents
2 - lord1egypt Skill Agent Prompt Agent Creation Architect
System prompt for creating custom AI agents with detailed specifications
2 - lord1egypt Skill Skill Loop Slash Command Dynamic Mode
Parses user input into an interval and prompt for scheduling recurring or dynamically self-paced loop executions
2 - lord1egypt Skill System Prompt Remote Planning Session
System reminder that configures a remote planning session to explore the codebase, produce an implementation plan via ExitPlanMode, and handle plan approval, rejection, or teleportation back to the user's local terminal
2 - lord1egypt Skill Tool Description Remotetrigger Prompt
Tool prompt for calling the claude.ai RemoteTrigger API to list, get, create, update, or run scheduled remote agent routines
2 - lord1egypt Skill System Prompt Skillify Current Session
System prompt for converting the current session in to a skill.
2 - lord1egypt Skill System Prompt Writing Subagent Prompts
Guidelines for writing effective prompts when delegating tasks to subagents, covering context-inheriting vs fresh subagent scenarios
2 - lord1egypt Skill Agent Prompt Conversation Summarization
System prompt for creating detailed conversation summaries
2 - lord1egypt Skill Agent Prompt Dream Memory Consolidation
Instructs an agent to perform a multi-phase memory consolidation pass — orienting on existing memories, gathering recent signal from logs and transcripts, merging updates into topic files, and pruning the index
2 - lord1egypt Skill Agent Prompt Onboarding Guide Generator
Co-authors a team onboarding guide (ONBOARDING.md) for new Claude Code users by analyzing the creator's usage data, classifying session types, and iterating on the draft collaboratively
2 - lord1egypt Skill Data Managed Agents Events And Steering
Reference guide for sending and receiving events on managed agent sessions, including streaming, polling, reconnection, message queuing, interrupts, and event payload details
2 - lord1egypt Skill Data Prompt Caching Design Optimization
Document on how to design prompt-building code for effective caching, including placement patterns and anti-patterns.
2 - lord1egypt Skill System Prompt Agent Memory Instructions
Instructions for including memory update guidance in agent system prompts
2 - lord1egypt Skill System Prompt Powershell Edition For 5 1
System prompt for providing information about Windows PowerShell 5.1
2 - lord1egypt Skill Data Managed Agents Reference Typescript
Reference guide for using the Anthropic TypeScript SDK to create and manage agents, sessions, environments, streaming, custom tools, file uploads, and MCP server integration
2 - lord1egypt Skill System Prompt Context Compaction Summary
Prompt used for context compaction summary (for the SDK)
2 - lord1egypt Skill System Prompt Dream Team Memory Handling
Instructions for handling shared team memories during dream consolidation, including deduplication, conservative pruning rules, and avoiding accidental promotion of personal memories
2 - lord1egypt Skill System Prompt Remote Plan Mode Ultraplan
System reminder injected during remote planning sessions that instructs Claude to explore the codebase, produce a diagram-rich plan via ExitPlanMode, and implement it with a pull request upon approval
2 - lord1egypt Skill Agent Prompt Recent Message Summarization
Agent prompt used for summarizing recent messages.
2 - lord1egypt Skill System Prompt Executing Actions With Care
Instructions for executing actions carefully.
2 - lord1egypt Skill Tool Description Agent Simple Usage Notes
Simplified usage notes for the Agent tool, including when to delegate, fork behavior, resumption, worktree isolation, background execution, parallel launches, and context restrictions
2 - lord1egypt Skill Agent Prompt Bash Command Prefix Detection
System prompt for detecting command prefixes and command injection
2 - lord1egypt Skill Agent Prompt Hook Condition Evaluator Stop
System prompt for evaluating hook conditions, specifically stop conditions, in Claude Code
2 - lord1egypt Skill Agent Prompt Security Review Slash Command
Comprehensive security review prompt for analyzing code changes with focus on exploitable vulnerabilities
2 - lord1egypt Skill System Prompt Insights At A Glance Summary
Generates a concise 4-part summary (what's working, hindrances, quick wins, ambitious workflows) for the insights report
2 - lord1egypt Skill Agent Prompt Managed Agents Onboarding Flow
Interactive interview script that walks users through configuring a Managed Agent from scratch — selecting tools, skills, files, environment settings — and emits setup and runtime code
2 - lord1egypt Skill Agent Prompt Prompt Suggestion Generator V2
V2 instructions for generating prompt suggestions for Claude Code
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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 System Prompt: Scratchpad directory, Tool Description: Agent (usage notes), Agent Prompt: /simplify slash command. 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.