GitHub
deep-analysis
Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with extended thinking support.
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research llm ai AI Skills
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prompt-caching
Prompt caching for Claude API to reduce latency by up to 85% and costs by up to 90%. Activate for cache_control, ephemeral caching, cache breakpoints, and performance optimization.
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GitHub
performance-oracle
Use this agent when you need to analyze code for performance issues, optimize algorithms, identify bottlenecks, or ensure scalability. This includes reviewing database queries, memory usage, caching strategies,...
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GitHub
creating-agent-skills
Expert guidance for creating, writing, and refining Antigravity Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices...
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GitHub
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Antigravity's capabilities with specialized knowledge, workflows,...
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GitHub
best-practices-researcher
Use this agent when you need to research and gather external best practices, documentation, and examples for any technology, framework, or development practice. This includes finding official documentation, com...
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GitHub
coding-tutor
Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetiti...
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GitHub
agent-native-architecture
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 a...
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GitHub
dspy-ruby
This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications. Use this when implementing predictable AI features, creating LLM signatures and modules...
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GitHub
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...
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GitHub
claude-code-skills
Guide for Claude Code skills installation, usage, and development. Use when working with Claude Code specific features, paths, and conventions.
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GitHub
ai-llm-skills-guide
Guide for AI Agents and LLM development skills including RAG, multi-agent systems, prompt engineering, memory systems, and context engineering.
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GitHub
skill-creation-guide
Guide for creating Agent Skills: structure, best practices, and SKILL.md format for Claude Code, Codex, Gemini CLI, and other AI agents.
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GitHub
agent-platforms
Guide for multi-platform skill compatibility across Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, and other AI coding agents.
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GitHub
llm-attacks-security
Guide for LLM security attacks: prompt injection, jailbreaking, data extraction, and where to place resources in README.md.
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GitHub
llm-code-docs
Centralized AI-readable documentation repository with 245+ frameworks and tools. Use to find documentation, add new sources, or update existing docs. Located at ~/github/llm-code-docs.
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GitHub
instruction-writer
Knowledge for writing effective Claude Code instructions. Auto-triggers for CLAUDE.md, SKILL.md, command files.
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GitHub
startup
Review essential documentation and context at session start. Use when beginning a new session to load AI rules, git state, and pending tasks.
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GitHub
historian
Invoke HISTORIAN for session documentation, historical records, and continuity. Creates human-readable narratives for non-technical stakeholders. Not invoked for routine work - only for poignant, significant se...
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GitHub
context-aware-delegation
Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.
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GitHub
bootstrapping-claudecode
Claude Code ベストプラクティスの対話形式セットアップウィザード。Use PROACTIVELY when setting up new projects, configuring Claude Code, adding agents/rules/hooks, or when user mentions "bootstrap", "setup claude...
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GitHub
startupo
Initialize session as ORCHESTRATOR agent with multi-agent coordination capability. Use for complex tasks requiring parallel agent spawning and result synthesis.
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GitHub
creating-commands
Create effective Claude Code custom commands for workflow automation. Use when creating new custom commands, understanding YAML frontmatter structure (description, allowed-tools, argument-hint, model, disable-m...
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GitHub
agent-factory
Create new PAI agents using AGENT_FACTORY.md patterns. Guides through archetype selection (Researcher, Validator, Generator, Critic, Synthesizer), validates against CONSTITUTION.md, and generates agent specific...
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