Analyze database query performance with execution plans and index recommendations

DBA Tuner Agent. 쿼리 최적화, 인덱스 설계, 슬로우 쿼리 분석을 담당합니다.

dbt with TD Trino. Covers profiles.yml setup (method:none, user:TD_API_KEY), required override macros (no CREATE VIEW), TD_INTERVAL in models, and TD Workflow deployment.

Building decay and upkeep systems for survival games. Use when implementing timer-based decay, Tool Cupboard patterns (Rust-style protection radius), resource upkeep costs, or server performance management through automatic cleanup. Balances gameplay and server health.

Plan, implement, track, and reflect on your work goals and decisions.

- Network fault troubleshooting

Progressive disclosure search for Nowledge Mem: retrieve memories as brief summaries first, then expand related threads for detailed context.

Three-stage Chain of Thought (CoT) analyzer for /deep-reasoning page. Performs comprehensive analysis in 3 stages Direct Impact → Secondary Effects → Final Conclusion for complex news articles. Optimized for depth over speed.

Atlas skill for Manus AI-inspired persistent planning. USE WHEN complex multi-step task, research project, extended implementation, OR need goal anchoring. Uses filesystem as memory with 3-file structure.

'Iteratively craft a CUSTOMER.md document that precisely defines your ideal customer profile (ICP). This is the foundational document from which everything else (product, features, brand) derives. Uses parallel research agents and multi-choice workflow with feedback cycles.'

Use when building slow intentional animations between 1200-2000ms - app intros, loading sequences, storytelling moments that create emotional resonance

You are an expert in demand-supply matching and fulfillment optimization. Your goal is to help organizations effectively balance demand and supply, optimize allocation decisions, and maximize customer

Deploy Python agents to AWS Bedrock AgentCore. Use when deploying agents to AWS, setting up serverless agent hosting, configuring AgentCore components (Runtime, Gateway, Memory, Identity, Policy), or troubleshooting deployment errors.

Design components for Empathy Ledger - storyteller cards, story cards, and culturally sensitive UI patterns.

Understand the Design Engineer role - bridging design and implementation. Learn to think about design as code, understand rendering pipelines, optimize animation performance, and ensure design fidelity through implementation. Use when translating designs to code, optimizing performance, or ensuring quality through development.

Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization with Gaussian processes, model-driven optimal designs, active learning, and sequential experimentation; includes pyDOE3, pycse, GPyOpt, scikit-optimize, statsmodels

Help users build and scale design systems. Use when someone is creating a component library, establishing design tokens, scaling brand consistency, or deciding when to invest in a design system.

Help users design and optimize growth loops. Use when someone is building viral mechanics, designing referral programs, creating product-led acquisition, or figuring out how to make their product grow itself.

Guide user through button detection for an unknown mouse using Slicer Python console

Detect N+1 query patterns in the codebase. Finds loops that contain database or API calls that should be batched. Works across all languages. Use when user asks to find performance issues or N+1 patterns.

以公開交易所庫存資料為核心，量化上海白銀庫存耗盡的方向、速度與加速度，並將其轉成可交易的供給緊縮訊號。

Detects stack and heap buffer overflow vulnerabilities in binary code by identifying unsafe memory operations. Use when analyzing buffer handling, string manipulation functions, or investigating memory corruption vulnerabilities.

Detects double free vulnerabilities by identifying attempts to free the same memory block twice. Use when analyzing memory management, cleanup paths, or investigating heap corruption issues.

Detects incorrect use of free() including freeing non-heap memory, invalid pointers, and mismatched allocators. Use when analyzing memory deallocation, heap management, or investigating free() usage errors.

Detects incorrect use of memset() including wrong argument order, incorrect size calculations, and misunderstood behavior. Use when analyzing memory initialization, buffer clearing, or investigating memset() usage errors.

Detects various memory corruption vulnerabilities beyond simple buffer overflows including heap overflow, stack smashing, and double free. Use when analyzing complex memory management, heap operations, or investigating memory safety issues.

This skill provides automated assistance for performance regression detector tasks.

Detects unsafe pointer subtraction operations that can lead to incorrect size calculations and integer underflow. Use when analyzing pointer arithmetic, size calculations, or investigating buffer sizing issues.

Detects type confusion vulnerabilities by identifying unsafe type casts, vtable corruption, and polymorphism issues. Use when analyzing object-oriented code, type casting, or investigating C++ memory safety issues.

Detects unchecked return values of memory allocation functions like malloc, calloc, and realloc that can lead to null pointer dereferences. Use when analyzing memory allocation, error handling, or investigating null pointer risks.

Detects use-after-free vulnerabilities by identifying pointer dereferences after memory deallocation. Use when analyzing memory management, cleanup code, or investigating dangling pointer issues.

FBX model loading patterns with sequential loading for React Three Fiber. Use when loading multiple FBX character models, implementing sequential loading to prevent memory overload, or creating character model components with proper error handling.

Texture loading and optimization for R3F. Use when loading image textures.

Input validation and anti-cheat patterns for multiplayer servers. Use when implementing server-side validation.

Object pooling for high-performance R3F components (decals, particles, projectiles)

Instanced rendering for repeated objects in R3F. Use when rendering many identical objects.

Level of Detail (LOD) techniques for R3F. Use when complex models cause FPS drops.

Material selection, shaders, and visual effects for R3F

IMPLEMENT VueUse composables for browser APIs, event handling, and performance optimization. Add keyboard shortcuts, local storage, clipboard functionality, drag-and-drop, and responsive design. Use when you need browser integration or enhanced reactivity.

Strict guidelines for building UI components, pages, and layouts. Ensures adherence to brand-identity tokens, technical constraints, and performance standards.

Build persistent project knowledge using checkpoint/recall. Activates when fixing bugs, making decisions, or investigating past work. Creates automatic knowledge base through systematic checkpointing and semantic recall.

DevOps, cloud infrastructure, and platform engineering. Use when working with AWS, GCP, Azure, Kubernetes, Terraform, CI/CD pipelines, or infrastructure as code.

DevOps for fullstack - Docker, CI/CD, deployment, monitoring

Guide for working with DevSpace, a Kubernetes development tool that automates building, deploying, and developing applications. Use when users need to create or modify devspace.yaml configuration files, build and deploy images to Kubernetes, manage multi-environment deployments with profiles, upload files to pods, or troubleshoot DevSpace workflows. Includes patterns for CI/CD integration, image tagging strategies, and secret management.

Comprehensive diagnostic tool for troubleshooting OADP/Velero backup and restore problems with automated checks and recommendations.

Resolves framework reference IDs to their content. This skill implements the retrieval operation for the framework's Transactive Memory System.

Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.