Expert game server scaling — zone sharding, stateless services, state persistence, region/edge routing, observability and capacity/autoscaling orchestration.
Master the NVIDIA virtual instruction set (PTX), focusing on register allocation, barrier synchronization (`bar.sync`), and explicit memory space pointers.
Cross-chain protocols, IBC, LayerZero, Wormhole, Axelar, CCIP, bridges, atomic composability, shared sequencer, cross-chain message passing.
Zero-knowledge proofs, zk-rollup, zkEVM, Circom, Noir, Halo2, proof systems, Groth16, PLONK, STARK, recursive proofs, circuit optimization, zkSync, StarkNet, Scroll, Polygon…
Hardware meta-skill detailing Google's TPU architecture, specifically the Matrix Multiplication Unit (MXU) and Systolic Arrays.
Manage endpoint detection and response, EDR/XDR platforms, detection rules, and incident investigation.
Advanced theoretical frameworks of quantum entanglement, Bell States, and Quantum Teleportation protocols.
Integrating Stable Diffusion for vision generation and Whisper for audio/multimodal tasks.
Strategies to maintain high quality and avoid search engine penalties when using AI generation.
Expert game audio engine — DSP graph, buses and mixing, spatialization/HRTF, streaming decode, ducking, effects (reverb/delay) and voice/performance budgets.
First principles of AI societal structures and multi-agent interaction paradigms.
Comprehensive skill for designing, implementing, and operating durable execution environments with microVM isolation, snapshotting, forking, and secure agent runtime sandboxes.
Enforce SMS and messaging patterns including Twilio/AWS SNS/Vonage integration, WhatsApp Business API, 2FA OTP delivery, TCPA compliance, message templates, rate limiting, and…
Blockchain indexing covering The Graph subgraphs, Dune Analytics, Goldsky pipelines, ChainIndex custom indexers, and ETL event-warehousing patterns for blockchain data.
Use when the user asks about code refactoring, refactoring strategies, code smells, improving code structure, extracting functions/classes, or legacy code modernization.
Deep dive into React Fiber Architecture, reconciliation algorithm, work loops, rendering phases, and concurrent mode mechanics.
Expert render graph architecture — command lists and queues, resource lifecycle, passes, barriers, synchronization and GPU-driven rendering for real-time engines.
Use when the user asks about shopping cart, checkout flow, cart management, order management, discount/coupon system, tax calculation, shipping logic, or e-commerce backend…
Manage SOC operations, tiered analyst workflows, shift handovers, and security incident escalation. Use when the user asks about SOC, security operations center, SOC analyst, SOC…
Use when the user asks about GTK (GTK3, GTK4) application development, GtkWidget, GtkBuilder UI files, CSS styling for GTK, or cross-platform GTK development.
Use when the user asks about cross-platform Qt application development with QtWidgets, QtQuick/QML, Qt Creator, signals and slots, or Qt deployment.
Use when the user asks about GNOME desktop development, GNOME Shell extensions, GTK under GNOME, GNOME Builder, or GNOME platform libraries (GLib, GIO, GSettings, GNOME Settings).
Design SIEM architecture, onboard log sources, create correlation rules, manage use cases, and tune detection.
Advanced mechanics of compiler design including LLVM IR passes, Lexical/Syntax analysis, and AST generation.
Use this skill when asked about smart contract development, Solidity, Vyper, Rust smart contracts (Solana, NEAR, Polkadot), Haskell/Plutus (Cardano), Cairo/StarkNet, dApp backend…
Use this skill when the user says 'CSS strategy', 'CSS Modules', 'CSS-in-JS', 'utility-first CSS', 'Tailwind CSS', 'styled-components', 'Emotion', 'CSS organization', 'CSS…
Use this skill when the user says 'camera', 'photo', 'video', 'image picker', 'gallery', 'photo library', 'camera capture', 'media picker', 'QR code scanner', 'barcode scanner',…
Use this skill when asked about data mesh, data product, domain ownership, self-serve data platform, federated governance, data-as-a-product, compute-plane architecture, or data…
Use this skill when designing distributed compute for Hadoop MapReduce, Spark, Dask, Ray, YARN, or K8s resource management.
Use this skill when defining SLAs, SLOs, error budgets, and service reliability targets. This skill enforces: SLO definition, error budget calculation, burn rate alerts,…
Use this skill when the user asks about microfrontend, Module Federation, Web Components, iframe integration, shared dependencies, or cross-app communication between frontend…
Use this skill when building Oak backend applications — Deno native HTTP framework, middleware context, composable middleware.
Use this skill when the user says 'CDN', 'edge', 'content delivery', 'CloudFront', 'Cloud CDN', 'Azure CDN', 'Akamai', 'Fastly', 'Cloudflare', 'edge computing', 'edge functions',…
Use this skill when the user says 'ABAC', 'attribute-based access control', 'fine-grained permissions', 'policy-based access control', 'OPA', 'Rego', 'XACML', 'attribute…
Use this skill when architecting end-to-end high-availability systems combining database replicas, load balancers, slave/standby nodes, application version sync across nodes, data…
Use this skill when asked about blockchain fundamentals, consensus mechanisms, PoW, PoS, gas, staking, blockchain data structures, DAG consensus, Avalanche, MEV, PBS, economic…
Use this skill when asked about Bitcoin internals, Bitcoin Core, Bitcoin Script, Taproot, mining, Proof of Work, Lightning Network, BIP standards, Ordinals, BRC-20, Runes, Bitcoin…
Use this skill when the user says 'in-app purchase', 'IAP', 'subscription', 'consumable', 'StoreKit', 'Play Billing', 'receipt validation', 'restore purchase'.
Use this skill when the user asks about team rules, collaboration, code review, branch strategy, PR templates, git flow, RFC process, incident response, on-call, or decision…
Use this skill when designing or operating production network infrastructure: BGP, anycast, ECMP, leaf-spine fabric, EVPN/VXLAN, MPLS, SD-WAN, VRRP/HSRP/CARP, jumbo frames, QoS,…
Use this skill when the user says 'Cilium', 'eBPF', 'BPF', 'Hubble', 'service mesh', 'network policy', 'cluster mesh', 'eBPF observability', 'kube-proxy replacement',…
Use this skill when asked about Solana blockchain, Solana architecture, Proof of History, Solana programming, Anchor framework, Solana runtime, Solana CLI tools, Solana DeFi,…
Use this skill when implementing identity provider solutions: SSO, federation, directory sync, and access governance.
Use this skill when the user says 'start', 'help me build', 'initialize', 'I want to build X', 'where do I start', 'what should I do next', 'what skill should I use', or any…
Use this skill when the user says 'biometrics', 'Face ID', 'Touch ID', 'fingerprint', 'fingerprint auth', 'biometric auth', 'face unlock', 'local authentication', 'biometric…
Use this skill when the user says 'ArgoCD', 'Argo CD', 'GitOps', 'ApplicationSet', 'Sync Policy', 'Sync Wave', 'Application Controller', 'argocd CLI', 'Declarative GitOps',…
Use this skill when planning or executing legacy system migrations using strangler fig, parallel run, or big bang strategies.
Use this skill when the user says 'cron', 'schedule', 'scheduled task', 'cron job', 'job scheduling', 'distributed cron', 'cron expression', 'timezone', 'scheduler', 'background…
Use this skill when designing API response contracts — Response<T>, exception handling, error codes, pagination envelopes, standardized payload contracts.
Use this skill when the user says 'hybrid cloud', 'hybrid-cloud', 'cloud burst', 'on-prem to cloud', 'cloud repatriation', 'hybrid connectivity', 'express route', 'direct…
Use this skill when asked about Ethereum internals, EVM deep dive, Ethereum consensus layer, execution clients, staking, EIPs, layer-2 scaling, account abstraction, PBS/MEV-Boost,…
Use this skill when asked about cryptographic primitives in blockchain, elliptic curve cryptography, hash functions, Merkle trees, digital signatures, zero-knowledge proofs, key…
Use this skill when establishing or operating architecture governance including review boards, decision rights, and architecture principles.
Use this skill when designing lakehouse architectures with medallion layers (bronze/silver/gold), Databricks Unity Catalog, Delta Sharing, Apache Paimon, or multi-cloud lakehouse.
Use this skill when running data workloads on Kubernetes: Spark on K8s, Airflow on K8s, Kafka on K8s, Strimzi, Spark Operator, Volcano, GPU scheduling, node pools, Karpenter, CSI…
Use this skill when asked about SAST, DAST, static analysis, dynamic analysis, code scanning, SonarQube, Semgrep, Checkmarx, Fortify, OWASP ZAP, or Burp Suite.
Use this skill when the user asks about BDD, ATDD, behavior-driven development, acceptance test-driven development, Gherkin, Cucumber, SpecFlow, specification by example,…
Use this skill when asked about streaming, Kafka, Flink, Kinesis, stream processing, event stream, real-time, CDC, change data capture, message queue, or stream architecture.
Use this skill when asked about Neo4j, Amazon Neptune, JanusGraph, graph database, graph model, Cypher, Gremlin, RDF, SPARQL, graph traversal, property graph, or knowledge graph.
Use this skill when the user says 'Stencil', 'Stencil.js', 'Stencil component', 'Stencil web component', 'Stencil setup', 'Stencil compiler', 'Stencil design system', 'web…