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start
Load context from previous sessions so you can pick up where you left off
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Testing & security AI Skills
Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Categories: Testing & security
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chaos-compounding
Iteration 2 of Multiplicity Cascade - Amplifies jank recursively through iterations
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openspec-agent
Implement features and tasks defined in openspec proposals.
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implementing-python
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
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add-new-aggregate-base-field
Add a new base field to an aggregate with clear rules for:
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echo
Go Echo framework skill with documentation, guides, and examples
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backend-rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search in FastAPI backends. Use when implementing knowledge-grounded AI, building document Q&A systems,...
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project-init
Use when a non-developer user wants to create a new automation tool project. Sets up Python environment, project structure, and CLAUDE.md context file. Guides through environment setup → context gathering → str...
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cva-overview
Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agents using Clojure as primary language, integrating Google ADK via Java SDK and Python librar...
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interaction-guidelines
ユーザーとの効果的な対話パターン、質問生成、曖昧さ解消、合意形成、ユーザー負担軽減のガイドラインを定義する。ユーザーに質問する際、要件を確認する際、フィードバックを収集する際、またはユーザーが対話改善、質問方法...
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GitHub
cva-patterns-cost
Cost optimization strategies for production AI pipelines in Clojure+Vertex AI. Covers multi-model routing (70% Gemini/20% Haiku/10% Sonnet), token optimization (prompt engineering, output constraints), aggressi...
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forecast-skill
Provides real-time weather forecasts using OpenWeatherMap API. Use when users ask about current or future weather conditions, temperature, precipitation, or weather-dependent planning for any location (e.g., 'W...
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GitHub
review
Centralizes persona-driven code reviews (Carmack, React core, Anders, React Router, etc.) so Claude can pick or combine expert viewpoints when the user asks for a code review or perspective-specific critique.
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GitHub
issue-detector
ペルソナの思い込みや真の課題を階層的に分析するSkill。課題分析、思い込み特定、問題深堀りの際に自動起動。
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GitHub
decision-tree-design
Systematic decision tree and epic generation through Socratic discovery
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GitHub
ai-integration
Use when integrating LLMs (OpenAI, Qwen, Claude), extracting structured data from text, building prompts, parsing AI responses, handling JSON output, or implementing multi-step AI workflows
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GitHub
using-superpowers
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWri...
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GitHub
add-awesome-tool
This skill should be used when analyzing a link to an AI tool and adding it to the awesome-ai-tools readme with proper categorization
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GitHub
quick-fix
當使用 test 開頭的 command、skill、agent 時，在執行過程中使用者提出改善建議，立即調整 .claude 目錄中對應的 md 檔案
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GitHub
quantum-memory
Manage persistent quantum memories across sessions. Use for storing, retrieving, organizing, and building upon past learnings and insights.
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GitHub
prompt-engineer
Expert prompt engineering for Claude 4 models (Sonnet 4.5). Use when crafting prompts, optimizing AI responses, implementing chain-of-thought, or improving prompt clarity and effectiveness. Specializes in Claud...
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GitHub
novel-generator
智能小说生成器v2.0，支持长篇小说的断点续传、智能上下文管理、三层压缩机制、章节跳转、智能导入设定、AI辅助编辑和记忆管理。当用户需要创作长篇小说、管理复杂故事结构、从外部资源导入设定、或需要AI辅助进行持续性的创意...
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GitHub
lmstudio-orchestrator
Deterministic multi-agent orchestration system for LMStudio enabling constraint-driven agent composition, semantic field navigation, and thermodynamic resource allocation. Use when orchestrating local LLM swarm...
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GitHub
sayhello
Generate friendly greetings in multiple languages and styles. Use this skill when users request greetings, welcome messages, or multilingual hello messages for various contexts (formal, casual, cultural).
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