10. Education & Learning

Guides learners in understanding walkerOS architecture and the Source→Collector→Destination data flow pattern for event pipeline design.

Personalizes nutrition advice, meal suggestions, and dietary plans using stored user preferences (allergies, restrictions, goals).

Interactive onboarding for Axiom that recommends relevant skills based on user's project and current focus.

Guides users on creating, updating, and understanding Claude Code slash commands, including syntax and best practices.

Teaches the syntax basics of Syzkaller's syzlang for describing ioctl system call interfaces in kernel fuzzing.

Validates tutorial instructions through step-by-step execution, ensuring educational content is accurate and complete.

Analyzes coding patterns from chat history, identifies development gaps, and curates personalized learning resources from HackerNews for Slack-delivered growth reports.

Comprehensive guide for configuring Git beyond basic setup, including aliases, performance tuning, credential management, and cross-platform setup.

Enables interactive learning checkins by loading institutional knowledge, golden rules, and session history for reflective review and context-aware guidance.

Comprehensive guide to sub-agent patterns in Claude Code, covering built-in agents, custom creation, configuration, and delegation strategies for AI-driven workflows.

Step-by-step guide for creating or updating Claude skills to extend capabilities with custom knowledge, workflows, and tool integrations.

Step-by-step guide for securely integrating new MCP tools into the AI Counsel server environment.

Step-by-step guide for creating or updating Claude skills to extend capabilities with specialized knowledge, workflows, and tool integrations.

Converts educational content like tutorials and articles into structured learning quests and actionable implementation plans using the Ship-Learn-Next framework.

Guide for creating, improving, and troubleshooting Claude Code Agent Skills to extend Claude's capabilities with specialized workflows and tool integrations.

Guides users on the Cursor and Claude Code 2-agent workflow for collaborative coding, explaining process and collaboration without implementation details.

Guides non-technical users through natural language development tasks, offering step-by-step assistance for system navigation and problem resolution.

Generates structured teaching notes from links, documents, or code, transforming complex material into zero-to-expert learning pathways.

Step-by-step guide for creating and updating AI skills to extend agent capabilities with specialized knowledge and tool integrations.

Provides a basic hello world example via uloop CLI to test the MCP tool system and demonstrate custom tool implementation for learning purposes.

Sample Hello World tool via uloop CLI for testing MCP tool system and demonstrating custom tool implementation examples.

Explains the four-layer caching architecture in Next.js, including Memoization, Data Cache, Full Route, and Router Cache.

Creates dynamic, randomized 50-question quizzes with immediate feedback for end-of-chapter assessments, displaying 15-20 questions per session.

Analyzes educational chapters from student and teacher perspectives, identifying content gaps and providing structured improvement recommendations.