Search and analyze development logs captured by logifai. Use when investigating errors, debugging runtime issues, or reviewing recent application activity.
Logistics domain odaklı Laravel modüllerinde (Order, Shipment, Delivery, Warehouse, Vehicle, Employee, Customer vb.) geliştirme yaparken modül yapısı, servis katmanı ve test…
Optimize and stress-test a logistics system end-to-end — chains route optimization, warehouse operations review, inventory demand forecasting, supply chain risk analysis, and…
Manage car logo fetching, scraping, and Vercel Blob storage in the logos package. Use when adding new car brand logos, updating logo sources, debugging brand name normalization,…
Design-only architecture skill for Bible reading systems. Use when (1) designing verse reference data models, (2) planning reader component hierarchies, (3) architecting audio…
Implements session replay and error tracking with LogRocket for debugging user issues. Use when adding session recording, error monitoring, and performance tracking to React…
Configure Lokalise CI/CD integration with GitHub Actions and automated sync. Use when setting up automated translation sync, configuring CI pipelines, or integrating Lokalise into…
Diagnose and fix Lokalise common errors and exceptions. Use when encountering Lokalise errors, debugging failed requests, or troubleshooting integration issues.
Collect Lokalise debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information…
Deploy Lokalise integrations to Vercel, Netlify, and Cloud Run platforms. Use when deploying apps with Lokalise translations to production, configuring platform-specific secrets,…
Create a minimal working Lokalise example. Use when starting a new Lokalise integration, testing your setup, or learning basic Lokalise API patterns.
Configure Lokalise across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment secrets, or…
Optimize Lokalise API performance with caching, pagination, and bulk operations. Use when experiencing slow API responses, implementing caching strategies, or optimizing request…
Execute Lokalise production deployment checklist and rollback procedures. Use when deploying Lokalise integrations to production, preparing for launch, or implementing go-live…
Implement Lokalise rate limiting, backoff, and request queuing patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for…
Implement Lokalise reference architecture with best-practice project layout. Use when designing new Lokalise integrations, reviewing project structure, or establishing…
Guide for implementing Grafana Loki - a horizontally scalable, highly available log aggregation system.
Query and analyze logs using Loki and LogQL. Provides patterns for correlation ID tracing, error investigation, and service debugging using HuleEdu's structured logging.
Help craft efficient Grafana Loki / LogQL queries for debugging logs — with label‑based filtering, narrow time windows, and best‑practice guidance to avoid expensive or overly…
Use when a shared interface needs consumer, compatibility, error, permission, or migration design before implementation, including REST, GraphQL, CLI, event, module, component,…
Document REST APIs with OpenAPI/Swagger specifications, endpoint references, authentication flows, error handling, and SDK guides.
Improve architecture and interface seams. Use when refactoring module boundaries, reducing coupling, designing APIs or adapters, making code more testable, or turning codemap…
Use when architecture work is about increasing module depth, leverage, locality, test seams, or caller simplicity in tangled or shallow code, not local readability cleanup.
Use when a browser-run UI or client claim needs real runtime observation: visual state, DOM, accessibility tree, console, network, CORS, viewport, screenshot, or browser…
Caching strategies for performance optimization — cache-aside, write-through, write-behind, TTL policies, eviction, and stampede prevention.
Design, repair, or interpret automated quality and deployment gates. Use when CI/CD, test pipelines, lint/type/build checks, preview deploys, branch protection, generated…
Use when changing pipeline or automation behavior itself: CI gates, build/deploy workflows, release automation, preview/staging/prod environments, credentials, artifacts, or…
Run multi-axis implementation review through Loom critique. Use before merge, after feature or bug-fix implementation, when receiving review feedback, when reviewing AI/human…
Use when a code diff, branch, PR, worker output, or implementation-complete ticket needs a code-focused quality review across correctness, tests, architecture, security,…
Use when an unfamiliar code area needs a reusable map of modules, callers, interfaces, data flow, constraints, and related records before safe implementation, review, debugging,…
Concurrency and parallelism patterns for multi-threaded and async code. Use when implementing async/await, parallel processing, thread safety, worker pools, channels, or debugging…
Run reproduce-first debugging. Use when tests fail, builds break, behavior regresses, errors occur, flaky behavior appears, performance drops unexpectedly, root cause is unknown,…
Use when an unexpected or unexplained failure needs diagnosis before fixes: failing tests/builds/CI/runtime/UI behavior, bug reports, regressions, intermittent failures,…
Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines.
End-to-end testing for web applications with Playwright, Cypress, Selenium, and Puppeteer. Use for setting up E2E tests, debugging failures, improving reliability, and…
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas.
Go language expertise for idiomatic, production-quality code. Use for Go development, concurrency patterns with goroutines and channels, error handling, testing, and module…
Implement changes in small verified slices. Use when a feature, refactor, migration, or bug fix touches multiple files, feels too large to land at once, needs feature flags, or…
Maintain strategic outcome framing. Use when a product, architecture, migration, quality, cleanup, or modernization effort spans tickets, needs success metrics, delegated…
Kubernetes node autoscaling and cost optimization with Karpenter. Use for node provisioning, spot instance management, cluster right-sizing, node consolidation,…
Performance and load testing with k6, locust, JMeter, Gatling, and artillery. Use for load/stress/spike/soak tests, API and database benchmarking, profiling, p95/p99 latency…
Decompose high-level work into ticket-ready execution units and maintain execution strategy. Use when a feature, refactor, migration, architecture change, or multi-step objective…
Python language expertise for idiomatic, production-quality code. Use for web frameworks (FastAPI, Django, Flask), data processing (pandas, numpy), ML patterns (sklearn, pytorch),…
Run Ralph implementation packets. Use for larger feature, refactor, test, migration, or cleanup slices when a Ralph-ready ticket needs fresh context, explicit write scope,…
API rate limiting and quota management. Use when implementing request throttling, API quotas, backpressure handling, or abuse protection.
Full-text search and search engine implementation. Use when implementing search functionality, autocomplete, faceted search, relevance tuning, or working with search indexes like…
Use when implementation should be driven by test-first verification: a focused executable check can fail before the change, pass after it, and provide evidence for a behavior,…
Test strategy guidance — test pyramid design, coverage goals, categorization, flaky test diagnosis, infrastructure architecture, and risk-based prioritization.
Maintain bounded execution and acceptance. Use when adding or changing code, tests, docs, config, refactors, migrations, cleanup, blockers, evidence/review disposition, or any…
TypeScript language expertise for type-safe, production-quality code. Use for advanced type system features (generics, discriminated unions, conditional and mapped types), strict…
Maintain accepted explanation. Use when architecture, workflow, troubleshooting, domain terminology, shared language, reference knowledge, or recurring how-to context should…
provides expert guidance on lord, a minimalist paas cli tool for deploying docker containers via ssh.
The Lossless Group's extended-markdown flavor — what LFM is, when to use it, how its directives normalize across syntaxes (CommonMark, GFM, Obsidian callouts, remark-directive,…
Integration skill for Lovable.dev projects. Activates when working with: - Lovable.dev projects with GitHub sync - Supabase Edge Functions that need deployment - Database…
Integração entre projetos Lovable e Supabase, guiando conexão, auth, storage, Edge Functions e segurança (RLS) conforme documentação oficial do Lovable.
PaperBanana-inspired (Retriever→Planner→Stylist→Critic) prompt-only workflow that outputs ONE paste-ready Gemini Web prompt for: (1) a publication-ready methodology diagram, or…
Evaluate architecture and module boundaries for volatility-based decomposition using Juval Lowy's framework (from "Righting Software", building on Parnas 1972).
Control and monitor a Loxone Miniserver (smart home) via HTTP API and real-time WebSocket. Use for querying room/device status (temperatures, lights), watching live events, and…
USE FOR: Full-text search indexing and querying, faceted search, autocomplete and suggestion systems, document search with relevance ranking, and applications requiring embedded…
Triage and analyze any LUCI build results (including tests and compile). Supports finding builds by CL, failure listing, and log fetching.