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testing security llm ai AI Skills

Discover testing security llm ai skills, compare source repositories and read the instructions for each workflow.

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GitHub

mcp-tool-developer

hammadurrehman2006

Expert in building MCP servers using the Official Python MCP SDK. Use this when defining tools, resources, and prompts that allow AI agents to manage application state.

GitHub

agent-memory

gtakairo

Retain and recall work context across sessions. Use when user asks to remember something, recall previous work, or reference past discussions. Triggered by phrases like 'remember this', 'save for later', 'recal...

GitHub

auto-generated-agent-orchestration-pattern

planetaryescape

Agent orchestration pattern for multi-step email processing pipeline. Cost tracking, circuit breakers, graceful degradation, specialized agents. Triggers on "agent", "orchestrator", "pipeline", "multi-step proc...

GitHub

microsoft-agent-framework

Salmanferozkhan

Expert guidance for building AI agents and multi-agent workflows using Microsoft Agent Framework for .NET. Use when (1) creating AI agents with OpenAI or Azure OpenAI, (2) implementing function tools and struct...

GitHub

fastapi

Salmanferozkhan

Expert guidance for building REST APIs with FastAPI framework in Python. Use when (1) creating new FastAPI projects from scratch, (2) implementing API endpoints with routing, (3) working with Pydantic models fo...

GitHub

openai-agents-sdk

Salmanferozkhan

Expert guidance for building multi-agent AI applications using the OpenAI Agents SDK for Python. Use when (1) creating agents with handoffs, tools, guardrails, or sessions, (2) implementing structured outputs w...

GitHub

chainlit

Salmanferozkhan

Expert guidance for building conversational AI applications with Chainlit framework in Python. Use when (1) creating chat interfaces for LLM applications, (2) building apps with OpenAI, LangChain, LlamaIndex, o...

GitHub

project-init

solstice035

Generate a project-specific CLAUDE.md file by auto-detecting tech stack and asking clarifying questions. Use when starting work on a new project or when a project lacks a CLAUDE.md.

GitHub

mcp-builder

SyntaxAsSpiral

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...

GitHub

academic-review

deanh

Interactive review sessions with academic PDFs (lectures, research papers, book chapters). Extract concepts, run Q&A sessions, generate quizzes with scoring. Preserves mathematical formulas in LaTeX format. Pri...

GitHub

agent-specification

MarkusDegen

This skill should be used when the user asks to "write agent spec", "define agent role", "specify an agent", "agent specification", "what should my agent do", "agent inputs outputs", "agent design discovery", "...

GitHub

coordination-patterns

MarkusDegen

This skill should be used when the user asks about "agent coordination", "MAS architecture", "blackboard pattern", "orchestrator pattern", "how agents communicate", "multi-agent workflow", "event-driven agents"...

GitHub

production-readiness

MarkusDegen

This skill should be used when the user asks about "MAS production", "agent observability", "MAS cost optimization", "agent monitoring", "multi-agent governance", "MAS compliance", "token budget", "ops runbook"...

GitHub

mas-decision-gate

MarkusDegen

This skill should be used when the user asks "should I use multi-agent", "MAS vs single agent", "when to use multiple agents", "do I need multi-agent", "single agent or multi-agent", "simplicity test", "agent n...

GitHub

template-skill

artefaritaKuniklo

Replace with a clear and informative description of what this skill does and when Claude should use it. Include specific scenarios and file types that trigger the skill.

GitHub

reflect

TobiasBak

Analyze and improve skills based on session outcomes. Use when: user says "reflect", "improve the skill", "what went wrong with the skill", "optimize skills", or wants to analyze skill effectiveness after using...

GitHub

interview-project

TobiasBak

Interview users in-depth about project requirements to create a comprehensive specification. Use when starting a new project, gathering requirements, or when user wants to document project decisions. Triggers o...

GitHub

agent-creator

TobiasBak

This skill should be used when the user asks to "create a new agent", "make a subagent", "build an agent for X", "generate agent configuration", or wants to create a new Claude Code sub-agent. Triggers on "agen...

GitHub

skill-creator

TobiasBak

Specialized skill for creating new OpenCode agent skills. Detailed instructions on triggers, structure, and best practices. Triggers: 'create a skill', 'make a new skill', 'add a skill', 'new skill'.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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