curiositech/windags-skills - Page 10

incident-command-decisions

Decision-making patterns in incident command and emergency management leadership contexts

indie-monetization-strategist

Monetization strategies for indie developers, solopreneurs, and small teams. Covers freemium models, SaaS pricing, sponsorships, donations, email list building, and passive income for developer tools, content sites, and educational apps. Activate on…

intercultural-discourse

Cross-cultural communication frameworks for understanding discourse patterns across cultures

interior-design-expert

Expert interior designer with deep knowledge of space planning, color theory (Munsell, NCS), lighting design (IES standards), furniture proportions, and AI-assisted visualization. Use for room layout optimization, lighting calculations, color palette…

interview-loop-strategist

Orchestrates end-to-end interview preparation for senior ML/AI engineers targeting Anthropic and peer companies. Use for prep timeline generation, story coherence across rounds, mock scheduling, and debrief analysis. Activate on "interview prep", "interview…

interview-simulator

Designs and orchestrates a realistic interview simulation platform with voice AI, whiteboard evaluation, gaze-tracking proctoring, and mobile spaced repetition. Use for building mock interview infrastructure, configuring sessions, and adaptive difficulty.…

ios-app-beauty

Makes iOS apps feel premium, polished, and unmistakably native — SF Symbols mastery, SwiftUI spring animations, haptic feedback choreography, blur/vibrancy materials, Dynamic Type, color system design, and the specific spacings and radii Apple uses. This is…

ios-core-data-architect

iOS Core Data architect for persistent storage, CloudKit sync, schema migrations, and SwiftData migration. Activate on: Core Data, NSManagedObject, CloudKit sync, Core Data migration, NSFetchedResultsController, NSPersistentContainer, SwiftData migration…

ipc-communication-patterns

Comprehensive reference for inter-process communication mechanisms -- every way processes can talk on a computer. Covers sockets (TCP, UDP, Unix domain), WebSockets, SSE, pipes (named/anonymous), shared memory (mmap, shm_open), message queues, signals, D-Bus,…

jetpack-compose-navigation-expert

Jetpack Compose navigation expert with type-safe routes, Hilt DI, and MVVM/MVI architecture. Activate on: Jetpack Compose navigation, Compose type-safe routes, Hilt dependency injection, MVVM Android, MVI pattern, Compose state management, NavHost, ViewModel.…

job-application-optimizer

Strategic job application planning and Resume SEO optimization. Approaches applications like marketing campaigns with market research, opportunity qualification, and content optimization. Activate on 'optimize resume', 'tailor resume', 'ATS optimization',…

jungian-psychologist

Expert in Jungian analytical psychology, depth psychology, shadow work, archetypal analysis, dream interpretation, active imagination, addiction/recovery through Jungian lens, and the individuation process - grounded in primary sources and clinical…

kahneman-klein-expertise

Integration of Kahneman's heuristics research with Klein's expertise studies on intuitive decision-making

kephart-chess-2003-autonomic-computing

IBM's autonomic computing vision for self-managing systems with self-configuration, healing, optimization, and protection

khattab-2023-dspy

Declarative programming framework for optimizing LLM prompts through compilation and automatic tuning

kieras-goms-for-task-analysis

GOMS cognitive modeling methodology for analyzing human-computer interaction task performance

klein-1998-sources-of-power

Naturalistic decision-making research showing how experts make decisions through recognition-primed processes

kleppmann-data-intensive

Comprehensive guide to designing reliable, scalable data systems covering databases, streaming, and consistency

knot-theory-educator

Expert in visualizing and explaining braid theory, knot mathematics, and topological concepts for educational purposes. Use for creating interactive visualizations, explainer cards, step-wise animations, and translating abstract algebra into intuitive…

knowledge-distillation-deep

Deep analysis of knowledge distillation techniques for compressing large models into smaller efficient ones

knowledge-distillation-survey

Comprehensive survey of knowledge distillation methods, architectures, and applications in neural network compression

kubernetes-manifest-generator

Kubernetes manifest and Helm chart generator for production workloads. Activate on: K8s config, Deployment YAML, HPA autoscaling, PodDisruptionBudget, Ingress rules, NetworkPolicy, Helm chart, Kustomize. NOT for: Docker image building (use…

lakatos

Philosophy of science methodology examining how research programs evolve through proofs and refutations

lakehouse-architect

Delta Lake, Apache Iceberg, Hudi for ACID transactions on object storage. Activate on: lakehouse, Delta Lake, Iceberg, Hudi, table format, ACID on S3, time travel, data lake, open table format. NOT for: warehouse query tuning (use data-warehouse-optimizer),…

large-scale-map-visualization

Master of high-performance web map implementations handling 5,000-100,000+ geographic data points. Specializes in Leaflet.js optimization, Supercluster algorithms, viewport-based loading, canvas rendering, and progressive disclosure UX patterns.

legal-tech-web-design

Web design for legal technology products — trust signals, authority indicators, compliance UI patterns, multi-step wizard flows for legal processes, and accessibility for government/legal contexts. Activate on 'legal website design', 'trust signals', 'legal…

liaison

Human interface agent that translates ecosystem activity into clear, actionable communication. Creates status briefings, decision requests, celebration reports, concern alerts, and opportunity summaries. Use for 'status update', 'brief me', 'what's…

liu-2023-agentbench

Comprehensive benchmark suite for evaluating LLM agents across diverse interactive environments

llm-as-judge-zheng-2023

Using LLMs as automated evaluators for comparing chatbot responses with Chatbot Arena methodology

llm-cost-optimizer

Track and reduce LLM API costs with per-request token tracking, model routing, budget alerts, and prompt compression. Activate on: reduce AI costs, token tracking, model routing, LLM budget, prompt compression. NOT for: general cloud cost optimization…

llm-evaluation-harness

Build automated LLM evaluation pipelines with benchmarks, regression tests, RAGAS, and human eval workflows. Activate on: LLM evaluation, benchmark testing, eval pipeline, RAGAS, model regression tests. NOT for: traditional software testing (testing-expert),…

llm-response-caching-layer

Implement semantic and exact-match caching for LLM responses to reduce cost 40-60% and latency. Activate on: LLM caching, semantic cache, reduce API costs, cache AI responses. NOT for: general web caching (caching-strategies), CDN config…

llm-router

Selects the optimal LLM model and provider for each task based on complexity, cost budget, and capability requirements. Routes cheap tasks to Haiku/GPT-4o-mini and complex tasks to Sonnet/Opus/o1. Use when deciding which model to call, optimizing LLM costs,…

llm-streaming-response-handler

Build production LLM streaming UIs with Server-Sent Events, real-time token display, cancellation, error recovery. Handles OpenAI/Anthropic/Claude streaming APIs. Use for chatbots, AI assistants, real-time text generation. Activate on "LLM streaming", "SSE",…

log-aggregation-architect

Centralized log pipeline architect with structured logging, Fluentd/Vector, and retention policies. Activate on: log aggregation, structured logging, Fluentd, Vector, Loki, ELK stack, log pipeline, log retention, centralized logging. NOT for: metrics and…

logging-observability

Structured logging, distributed tracing, and metrics for production applications. [What: OpenTelemetry setup, log level strategy, correlation IDs, SLI/SLO alerting thresholds, Grafana dashboard design, PagerDuty integration] [When: setting up production…

logical-fallacy-detector

Identify, label, and explain logical fallacies in arguments and discourse. Use when the user wants to analyze arguments, check reasoning, evaluate debate claims, spot weak arguments, do debate prep, policy writing, or conflict analysis. Triggers on 'fallacy',…

maximalist-wall-decorator

Expert in maximalist interior wall decoration including bold color choices, freehand paintings, statement wallpapers, eclectic lamp arrangements, gallery walls, and curated chaos. Embraces "more is more" philosophy with sophisticated color theory and…

maximalist-web-design

Maximalism as a web design philosophy — more is more. Dense information layouts, layered visual elements, mixed typography, bold color clashes, colliding grids, pattern-on-pattern, and the deliberate rejection of minimalist web conventions. Covers Bloomberg…

mcp-creator

Expert MCP (Model Context Protocol) server developer creating safe, performant, production-ready servers with proper security, error handling, and developer experience. Activate on 'create MCP', 'MCP server', 'build MCP', 'custom tool server', 'MCP…