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model-creator
Specialist in creating new knowledge models from scratch. Defines core classes, relationships, and taxonomies.
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testing security llm ai AI Skills
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fastapi-backend-builder
Comprehensive FastAPI backend development with full codebase documentation, architecture planning, router design, endpoint specification, and automated error resolution. Use when building FastAPI applications f...
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human-docs-generator
Generates role-based human documentation (
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autonomous-agent-readiness
Assess a codebase's readiness for autonomous agent development and provide tailored recommendations. Use when asked to evaluate how well a project supports unattended agent execution, assess development practic...
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main-orchestrator
Decomposes requirements into executable tasks and coordinates domain orchestrators (frontend, backend, data, test, devops). Use when receiving PRDs, user requirements, or feature requests that span multiple dom...
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mcp-server
Generic MCP (Model Context Protocol) server development patterns. Provides reusable architecture and best practices for building MCP servers that expose any domain-specific operations as tools for AI agents. Fr...
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cross-task-learning
Pattern for aggregating insights across multiple tasks to enable data-driven evolution.
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ai-architecture-patterns
Enterprise AI design patterns for production systems - RAG, Multi-Agent, AI Gateway, LLMOps, and more
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GitHub
sunset-pipeline-rtx3060-optimized
Optimize Sunset Pipeline Moonshot Integration for 32GB RAM + RTX 3060 GPU environment with practical scaling, resource-efficient implementations, and achievable milestones. Use when implementing AI development...
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logic-engine
Engine for complex algorithmic thinking. Transforms vague problems into executable pseudo-code before resolution.
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GitHub
algorithm-builder
Guide for building professional, high-accuracy algorithms with a focus on documentation verification and error-free execution. Use this skill when the user asks for "algorithms", "complex logic", "robust functi...
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GitHub
greatest-seller
AI sales agent that generates optimal responses based on customer profile, product information, and sales strategies. Use when assisting with sales conversations, generating responses to customer messages, or p...
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GitHub
thread-spawning
Spawn new Claude/Gemini threads in specific folders. Use this when users want to work on specific projects.
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GitHub
so8t-nobel-fields-inference
Enable Nobel Prize and Fields Medal level mathematical reasoning and breakthrough capabilities in SO8T models through alpha gate sigmoid control, golden ratio phi^(-2) convergence, and induced grokking phenomen...
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GitHub
so8t-thinking-plan-mode
Develop comprehensive evolution plan for Qwen2.5-7B to SO8T/thinking model with advanced Japanese capabilities, mathematical reasoning at Nobel/Fields medal level, and integration of 2024-2026 LLM breakthroughs...
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GitHub
sunset-pipeline-integration
Integrate DeepSeek-R1 GRPO, mHC manifold constraints, geometric scaling, and SO8T quadrality inference into Sunset Pipeline for advanced LLM evolution. Use when implementing cutting-edge mathematical reasoning...
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GitHub
sunset-pipeline-plan-mode
Create comprehensive implementation plans for integrating GRPO, mHC manifold constraints, geometric scaling, SO8T quadrality inference, and imatrix quantization into Sunset Pipeline for advanced LLM evolution....
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GitHub
compound
Capture learnings from current session for future knowledge compounding
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GitHub
skill-creator
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
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GitHub
session-management
This skill should be used when the user asks to "resume session", "save state", "restore context", "view session history", "create checkpoint", or when the /resume command is invoked. Provides session state tra...
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GitHub
using-ultralytics
Expert system for Ultralytics YOLOv8/v9/v10. Provides documentation on training, detection, segmentation, and deployment.
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GitHub
wisdom
Query CYNIC's philosophical wisdom across 19 domains and 73 engines. Use when asked philosophical questions, need cross-domain synthesis, want philosophical grounding for decisions, or seek wisdom from multiple...
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GitHub
brainstorming-product-design
Acts as a Socratic Product Manager to explore, clarify, and define new application ideas. Use when the user has a vague idea, wants to "brainstorm", or asks to "design this app".
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GitHub
skills-index
LUTAGU 技能索引。當用戶提到專案開發、介面設計、交通票價、 醫療查詢等主題時，作為一級路由引導 AI 載入具體 Skill。
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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.