Mattakushi432
- 357 skills
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- 1 day ago last updated
- ▌ Python Security · mattakushi432When to activate: Python security review, OWASP, SQL injection, secrets management, authentication, cryptography
- ▌ Risk Management · mattakushi432When to activate: risk register, risk matrix, risk mitigation, business continuity, enterprise risk management, operational risk, risk owners, risk assessment
- ▌ Security Review · mattakushi432When to activate: security review, SAST, static analysis, Semgrep, Bandit, CodeQL, dependency audit, secrets detection, vulnerability triage, AppSec
- ▌ Social Strategy · mattakushi432When to activate: social media strategy, Twitter X LinkedIn Instagram TikTok content, posting cadence, community building, social listening, organic social
- ▌ Spring Security · mattakushi432When to activate: Spring Security, authentication, authorization, OAuth2 resource server, custom filters, UserDetailsService, security context
- ▌ Sqlite Patterns · mattakushi432When to activate: SQLite, WAL, FTS5, JSON1, pragma, in-memory database, embedded, WASM, SQLite3
- ▌ Swift Protocols · mattakushi432When to activate: Swift protocols, protocol extensions, associated types, protocol composition, existentials, primary associated types, opaque types
- ▌ Talent Strategy · mattakushi432When to activate: talent strategy, talent philosophy, employer brand, executive hiring, retention strategy, compensation philosophy, culture performance, EVP, workforce planning
- ▌ Threat Modeling · mattakushi432When to activate: threat modeling, STRIDE, PASTA, attack tree, DFD, security design review, threat analysis
- ▌ Widget Patterns · mattakushi432When to activate: WidgetKit, widget timelines, AppIntents, interactive widgets, widget configuration, SwiftUI widget views
- ▌ Alembic Patterns · mattakushi432When to activate: Alembic, database migrations, schema changes, migration scripts, rollback, multi-head
- ▌ Ansible Patterns · mattakushi432When to activate: Ansible, playbook, inventory, role, handler, template, vault, task, module, idempotent
- ▌ Bundler Patterns · mattakushi432When to activate: Bundler, Gemfile, Gemfile.lock, pessimistic version operator, bundle groups, bundle audit, gemspec, private gem sources, Ruby dependency management
- ▌ Combine Patterns · mattakushi432When to activate: Combine framework, publishers, subscribers, sink, flatMap, debounce, merge, PassthroughSubject, CurrentValueSubject
- ▌ Content Calendar · mattakushi432When to activate: content calendar, editorial calendar, content planning, publishing schedule, content pillars, content strategy, repurposing, distribution
- ▌ Customer Journey · mattakushi432When to activate: customer journey mapping, touchpoint audit, moments of truth, experience map, persona journey, friction analysis, CSAT by stage, NPS by stage
- ▌ Customer Success · mattakushi432When to activate: customer success, onboarding, health score, QBR, churn prevention, expansion, NPS, escalation, customer retention, renewal
- ▌ Fastapi Advanced · mattakushi432When to activate: FastAPI advanced patterns, middleware, lifespan, OpenAPI customization, rate limiting, CORS, file uploads
- ▌ Fastapi Patterns · mattakushi432When to activate: FastAPI, Pydantic v2, dependency injection, async endpoints, middleware, background tasks, OpenAPI
- ▌ Flutter Patterns · mattakushi432When to activate: Flutter widget patterns, StatelessWidget, StatefulWidget, BuildContext, InheritedWidget, key usage, widget composition
- ▌ Flutter Platform · mattakushi432When to activate: Flutter platform channels, method channels, FFI, platform-specific code, plugins, MethodChannel, EventChannel, native code
- ▌ Grafana Patterns · mattakushi432When to activate: Grafana, dashboard, panel, variable, annotation, alert, data source, provisioning, Loki, tempo
- ▌ Java Concurrency · mattakushi432When to activate: Java concurrency, CompletableFuture, ExecutorService, virtual threads, synchronized, ReentrantLock, atomic, thread safety
- ▌ Laravel Patterns · mattakushi432When to activate: Laravel, Eloquent ORM, service container, middleware, form requests, resource controllers, artisan, queues, events and listeners, service providers, policies
- ▌ Logging Patterns · mattakushi432When to activate: logging, structured logs, ELK, EFK, fluentd, fluent bit, log aggregation, correlation ID, log levels, Loki
- ▌ Model Evaluation · mattakushi432When to activate: model evaluation, metrics, AUC-ROC, F1, RMSE, SHAP, calibration, fairness, confusion matrix, bootstrap
- ▌ Mongodb Patterns · mattakushi432When to activate: MongoDB, mongoose, aggregation pipeline, mongo, NoSQL, document database, Atlas
- ▌ Network Security · mattakushi432When to activate: network security, firewall rules, VPC security groups, NACLs, WAF, DDoS protection, VPN, network segmentation, zero trust network
- ▌ Pentest Patterns · mattakushi432When to activate: penetration testing, pentest, OWASP testing, Burp Suite, web vulnerabilities, SQLi, XSS, IDOR, security assessment, ethical hacking
- ▌ Pricing Strategy · mattakushi432When to activate: pricing strategy, pricing model, freemium, usage-based pricing, per-seat, value metric, pricing research, Van Westendorp, packaging, price increase
- ▌ Pytorch Patterns · mattakushi432When to activate: PyTorch, nn.Module, DataLoader, training loop, mixed precision, DDP, distributed training, torch.compile, model export, CUDA, MPS, checkpointing, transformer classifier
- ▌ Quarkus Patterns · mattakushi432When to activate: Quarkus, native image, CDI, Panache, reactive, RESTEasy, GraalVM, health checks, Quarkus config
- ▌ Roadmap Planning · mattakushi432When to activate: roadmap, product roadmap, planning, Now Next Later, theme-based roadmap, outcome roadmap, prioritization, quarterly planning
- ▌ Ruby Performance · mattakushi432When to activate: Ruby performance, rack-mini-profiler, stackprof, fragment caching, Marshal serialization, GC tuning, memoization, Rails performance, N+1 queries, Ruby profiling
- ▌ Rust Concurrency · mattakushi432When to activate: Rust threads, concurrency, Arc, Mutex, RwLock, channels, rayon, crossbeam, shared state, parallel processing
- ▌ Rust Performance · mattakushi432When to activate: Rust performance, profiling, zero-cost abstractions, iterators, SIMD, memory layout, flamegraph, allocation optimization
- ▌ Sidekiq Patterns · mattakushi432When to activate: Sidekiq, background jobs, idempotent jobs, sidekiq_retry_in, job retries, unique jobs, ActiveJob, queue monitoring, Ruby background processing
- ▌ Sklearn Patterns · mattakushi432When to activate: scikit-learn, sklearn, Pipeline, ColumnTransformer, GridSearchCV, cross-validation, custom transformers, feature importance, classification, regression
- ▌ State Management · mattakushi432When to activate: Zustand, Jotai, XState, TanStack Query, URL state, Redux, state management, client state, server state
- ▌ Swift Animations · mattakushi432When to activate: SwiftUI animations, keyframe animations, phase animations, spring animations, UIKit animations, Core Animation layers
- ▌ Swift Networking · mattakushi432When to activate: URLSession, async networking, REST API clients, JSON decoding, multipart uploads, WebSocket in Swift
- ▌ Swiftui Patterns · mattakushi432When to activate: SwiftUI views, layouts, state management, view modifiers, navigation, lists, animations in SwiftUI
- ▌ Testing Patterns · mattakushi432When to activate: Vitest, Testing Library, MSW, Playwright, visual regression, a11y testing, component tests, E2E tests
- ▌ Watchos Patterns · mattakushi432When to activate: watchOS app development, WatchConnectivity, complications, Health data, always-on display, SwiftUI on watchOS
- ▌ Audit Preparation · mattakushi432When to activate: audit preparation, audit readiness, evidence collection, control documentation, auditor management, compliance audit, SOC audit, ISO audit, external audit
- ▌ Change Management · mattakushi432When to activate: change management, organizational change, ADKAR, Kotter 8-step, resistance to change, change communication, adoption, transformation
- ▌ Composer Patterns · mattakushi432When to activate: Composer, composer.json, composer.lock, PSR-4 autoloading, semantic versioning constraints, dev dependencies, composer audit, private package repositories, PHP dependency management
- ▌ Contract Patterns · mattakushi432When to activate: MSA, SOW, NDA, contract negotiation, redlines, contract lifecycle management, approval workflows, key contract clauses, legal review process
- ▌ Coredata Patterns · mattakushi432When to activate: Core Data, NSManagedObject, NSFetchRequest, NSPersistentContainer, background contexts, migrations
- ▌ Dynamodb Patterns · mattakushi432When to activate: DynamoDB, single table design, GSI, LSI, DynamoDB streams, DAX, capacity, AWS NoSQL
- ▌ Energy Management · mattakushi432When to activate: energy management, ultradian rhythms, peak performance, cognitive load, recovery, sustainable productivity, burnout prevention, chronotype
- ▌ Kotlin Coroutines · mattakushi432When to activate: Kotlin coroutines, suspend functions, Flow, Channel, StateFlow, SharedFlow, structured concurrency, async, launch, coroutineScope
- ▌ Onboarding Design · mattakushi432When to activate: employee onboarding, 30/60/90 day plans, new hire experience, buddy programs, knowledge transfer, ramp metrics, remote onboarding, role readiness
- ▌ Postgres Patterns · mattakushi432When to activate: PostgreSQL, JSONB, pg, psql, indexes, CTEs, window functions, partitioning, VACUUM, pg_stat, postgres
- ▌ Privacy By Design · mattakushi432When to activate: privacy by design, PbD, DPIA, data minimization, purpose limitation, privacy impact assessment, privacy engineering, pseudonymization
- ▌ Product Analytics · mattakushi432When to activate: product analytics, funnel analysis, cohort analysis, retention curves, DAU WAU MAU, activation metrics, event tracking, Mixpanel, Amplitude
- ▌ Pydantic Patterns · mattakushi432When to activate: Pydantic v2, data validation, serialization, settings management, pydantic-settings, field validators
- ▌ Python API Client · mattakushi432When to activate: httpx, API clients, retry logic, auth headers, rate limiting client-side, OpenAPI client generation
- ▌ Python Websockets · mattakushi432When to activate: WebSockets, real-time, FastAPI WebSocket, websockets library, broadcasting, connection management
- ▌ React Performance · mattakushi432When to activate: React performance optimization, bundle size, code splitting, lazy loading, profiler, memoization, concurrent features
- ▌ Referral Programs · mattakushi432When to activate: referral program, referral marketing, word of mouth, viral coefficient, refer-a-friend, double-sided rewards, referral funnel, growth loops
- ▌ Riverpod Patterns · mattakushi432When to activate: Riverpod, Provider, StateNotifier, AsyncNotifier, ref.watch, ref.listen, ref.read, family, keepAlive, flutter_riverpod
- ▌ Swift Concurrency · mattakushi432When to activate: async/await, actors, tasks, structured concurrency, MainActor, async sequences in Swift
- ▌ Swift Performance · mattakushi432When to activate: Swift performance optimization, value types, COW, ARC, Instruments profiling, memory layout, compile-time optimization
- ▌ Vendor Management · mattakushi432When to activate: vendor selection, RFP process, contract negotiation, SLA monitoring, vendor risk assessment, supplier relationship management, third-party governance
- ▌ Vision Frameworks · mattakushi432When to activate: vision, mission, values, long-range planning, strategic narrative, company direction, north star vision, galvanizing teams, cascading strategy
- ▌ AI Agents Patterns · mattakushi432When to activate: AI agents, LLM agents, ReAct, LangChain agents, tool use, memory, multi-agent, CrewAI, AutoGen, agent orchestration
- ▌ Animation Patterns · mattakushi432When to activate: CSS animations, GSAP, Framer Motion, scroll-driven animations, Web Animations API, transitions, motion
- ▌ Build Optimization · mattakushi432When to activate: Vite config, bundle optimization, tree shaking, code splitting, module federation, CDN, bundle analysis
- ▌ Cassandra Patterns · mattakushi432When to activate: Cassandra, CQL, partition key, wide row, Cassandra cluster, eventual consistency, Scylla
- ▌ Community Building · mattakushi432When to activate: community strategy, Discord, Slack community, Circle, Reddit, community metrics, community management, member engagement, superuser program
- ▌ Container Security · mattakushi432When to activate: container security, Docker hardening, image scanning, Trivy, Grype, Falco, runtime security, seccomp, non-root container
- ▌ Financial Modeling · mattakushi432When to activate: financial model, P&L, cash flow projection, unit economics, SaaS metrics, ARR, MRR, churn, scenario analysis, sensitivity table, revenue forecast
- ▌ Flutter Animations · mattakushi432When to activate: Flutter animations, AnimationController, Tween, Hero, PageRoute, implicit animations, explicit animations, Lottie, Rive
- ▌ Flutter Navigation · mattakushi432When to activate: Flutter navigation, GoRouter, Navigator 2.0, deep linking, shell routes, redirects, routing, go_router
- ▌ Flutter Networking · mattakushi432When to activate: Flutter networking, dio, http, retrofit, interceptors, error handling, API client, REST, JSON parsing, caching
- ▌ Golang Concurrency · mattakushi432When to activate: goroutines, channels, select, sync.WaitGroup, sync.Mutex, context cancellation, worker pools, rate limiting in Go
- ▌ Hibernate Patterns · mattakushi432When to activate: Hibernate, session, query optimization, batch processing, second level cache, envers, auditing, Hibernate statistics
- ▌ Investor Relations · mattakushi432When to activate: investor relations program, shareholder communications, quarterly reporting, earnings calls, analyst relations, investor FAQ, IR calendar, cap table communications
- ▌ Product Led Growth · mattakushi432When to activate: PLG, product-led growth, self-serve, freemium, PQL, product qualified lead, bottoms-up GTM, expansion revenue, free trial, viral coefficient
- ▌ Project Management · mattakushi432When to activate: personal project management, project tracking, project kickoff, milestone tracking, scope creep, project retrospective, getting projects done
- ▌ Python Concurrency · mattakushi432When to activate: multiprocessing, threading, concurrent.futures, ProcessPoolExecutor, GIL, CPU-bound tasks
- ▌ Python Dataclasses · mattakushi432When to activate: dataclasses, attrs, msgspec, frozen dataclasses, slots, inheritance, value objects
- ▌ Python Performance · mattakushi432When to activate: Python profiling, cProfile, memory profiling, optimization, numba, Cython, bottlenecks
- ▌ Query Optimization · mattakushi432When to activate: slow query, EXPLAIN ANALYZE, N+1, index, query plan, performance, pagination, query tuning
- ▌ Research Synthesis · mattakushi432When to activate: research synthesis, thematic analysis, insight triangulation, research presentation, executive summaries, actionability, qualitative coding, findings communication
- ▌ Rust Observability · mattakushi432When to activate: Rust tracing, logging, metrics, spans, instruments, OpenTelemetry, tracing-subscriber, prometheus, structured logging
- ▌ Secondary Research · mattakushi432When to activate: secondary research, desk research, industry reports, data sources, Statista, Gartner, IBISWorld, citation validation, source credibility, research methodology
- ▌ Secrets Management · mattakushi432When to activate: secrets, API keys, environment variables, Vault, AWS Secrets Manager, .env, secret rotation, credentials
- ▌ Swift Architecture · mattakushi432When to activate: iOS/macOS app architecture, MVVM, TCA, Clean Architecture, dependency injection, modular design in Swift apps
- ▌ Swift Localization · mattakushi432When to activate: Swift localization, String Catalogs, NSLocalizedString, pluralization, date/number formatting, multi-language apps
- ▌ Swiftdata Patterns · mattakushi432When to activate: SwiftData, @Model, @Query, ModelContainer, ModelContext, relationships, migrations in SwiftData
- ▌ Talent Development · mattakushi432When to activate: career ladder, performance review, feedback frameworks, development plans, succession planning, L&D, learning and development, employee growth, performance management
- ▌ Terraform Patterns · mattakushi432When to activate: Terraform, HCL, infrastructure as code, IaC, tf, tfvars, module, state, provider, workspace
- ▌ Vector DB Patterns · mattakushi432When to activate: vector database, Pinecone, Weaviate, Qdrant, Chroma, HNSW, similarity search, metadata filtering, hybrid search, embeddings storage
- ▌ Board Communication · mattakushi432When to activate: board deck, board meeting, board of directors, board reporting, consent agenda, executive session, investor relations, governance
- ▌ Clickhouse Patterns · mattakushi432When to activate: ClickHouse, columnar, analytics, OLAP, MergeTree, materialized view, dictionaries, CHProxy
- ▌ Competitive Product · mattakushi432When to activate: competitive analysis, competitive product, feature comparison, positioning, differentiation, competitive moat, battle cards, win loss analysis
- ▌ Database Migrations · mattakushi432When to activate: Flyway, Liquibase, Alembic, migrations, schema changes, zero-downtime migration, rollback, database versioning
- ▌ Decision Frameworks · mattakushi432When to activate: decision frameworks, RAPID, RACI, decision matrix, reversible decisions, pre-mortem, second-order thinking, decision making, prioritization