Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
GitHub Copilot Skill 與 Agent 設計指導技能，協助開發者設計與實作高品質的 Skill 和 Agent，包含架構設計、最佳實踐、工作流程規劃與常見反模式識別。
Search library/framework documentation via llms.txt (context7.com). Use for API docs, GitHub repository analysis, technical documentation lookup, latest library features.
Guide users through creating Agent Skills for your coding agent. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
Provides comprehensive MCP integration guidance for Claude Code plugins. MUST Use when integrating databases via MCP, setting up MCP servers, or configuring connections. Do not use for API integration, web services, or general database access.
Export and analyze VS Code Copilot chat logs for retrospective metrics. Extracts model usage, tool invocations, approval patterns, and timing data.
Create a new Agent Skill following project standards and templates. Use this when you need to encapsulate a new capability or workflow.
Expert guidance for interacting with Azure AI Search using the REST API. Use this skill when you need to create, manage, or query search indexes, knowledge bases, knowledge sources, upload documents, perform full-text/vector/hybrid searches, or implement agentic retrieval via REST. Covers data plane operations for the 2025-11-01-preview API version.
Expert knowledge for Application Layer modeling in Documentation Robotics
IMPORTANT: Activate this skill BEFORE modifying any skill in ~/.claude/skills/. Guide for creating, updating, and maintaining Claude Code skills following best practices. Use proactively when: (1) creating a new skill, (2) modifying an existing skill in ~/.claude/skills/, (3) user requests to create, improve, update, review, or refactor a skill, (4) discussing skill quality or effectiveness. Always commit skill changes to the skills git repository after making modifications.
Provides System Authority on 2026 Universal Agentic Runtime standards for all plugin components. MUST Use when auditing or managing plugin components (Skills, Commands, Agents). Do not use for creating new components, development tasks, or routine maintenance.
Create new Claude Code skills with best practices. Use when user wants to create, extract, or build a new skill. Provides templates and GitHub automation. Trigger phrases include "create a skill", "build a skill", "extract a skill", "new skill", "/skill-builder".
Expert knowledge for API Layer modeling in Documentation Robotics
Jeff Su's AI-Native Workflow framework (4 Habits) mapped onto Nebuchadnezzar v3.4 pipeline infrastructure. Use when: (1) "swipe file" or "what worked before" - retrieve proven email patterns by stage (2) "task mapping" or "M/AI split" or "YOU vs AI" - get decisions for stage transitions (3) "breadcrumb" or "anchor this" - link conversations to HubSpot + Git deal folders (4) "prompt library" or "battle-tested" - access working slash commands (5) "Blue Pill" - customer-facing communication (emails, proposals) (6) "Red Pill" - internal analysis (PLD, Brand Scout, Deal Snapshot) (7) Stage transitions [00→01], [02→03], [04] follow-ups, [08→09] win-backs Triggers on: "ai-native", "4 habits", "swipe", "winning email", "what worked", "task mapping", "YOU vs AI", "blue pill", "red pill"
MUST USE when searching for official Claude Code or Anthropic platform documentation links (MCP, hooks, skills, CLI). Provides fast fuzzy-search CLI for authoritative Claude documentation.
Expert knowledge for Business Layer modeling in Documentation Robotics
Use when you need to communicate with Claude Code agents running in other repositories. Enables asynchronous messaging via NDJSON threads and file sharing via dropbox at C:\Users\Brahm\Git\.cross-agent\. Check for messages, send messages, share files, and coordinate cross-repo work.
This skill allows the agent to create new coding problems for the DerpCode platform. This skill should be used when asked to create new DerpCode coding problems.
Expert for creating and managing Claude Code Agent Skills. Create skills with git submodule + sparse-checkout for source references, write SKILL.md with proper frontmatter, and follow best practices. Use when creating new skills, adding source references to skills, or managing skill configurations.
