Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
Comprehensive architecture patterns, methodologies, quality frameworks, and evaluation methods for solution architects.
F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions
Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
Enhanced Mikado Method for complex architectural refactoring - systematic dependency discovery, tree-based planning, and bottom-up execution
25 real-world system design case studies condensed from Alex Xu's System Design Interview Vol 1 and 2 - requirements, architecture, deep dive insights, key takeaways
Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict…
Deep knowledge for Outside-In TDD - double-loop architecture, ATDD integration, port-to-port testing, walking skeletons, and test doubles policy
CI/CD workflows with Nx affected commands. Use when setting up pipelines, debugging CI failures, or optimizing builds.
Monitor Nx Cloud CI pipeline status and handle self-healing fixes automatically. Use when user says "watch CI", "monitor pipeline", "check CI status", "fix CI failures", or…
使用本地 BiRefNet GGUF 模型完成图片或视频抠图、人物抠图、主体分割和背景移除，并输出透明 PNG、MOV 或 WebM。适用于用户提到图片抠图、照片去背景、人像透明图、视频抠图、透明视频、BiRefNet、JPG/PNG/BMP/WebP 图片，或 MP4/MOV/WebM 视频的场景；无需 Python、PyTorch 或 CUDA。
Provides comprehensive Nx monorepo management guidance for TypeScript/JavaScript projects. Use when creating Nx workspaces, generating apps/libraries/components, running affected…
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
Receive and verify Nylas webhooks. Use when setting up Nylas webhook handlers, debugging x-nylas-signature verification, completing the challenge handshake, or handling email and…
Structured thought partner for consequential decisions, running John Boyd's OODA loop plus the prescriptive decision corpus: decision theory, game theory, mechanism design,…
Help developers build on Oasis Network: Sapphire confidential EVM, ROFL off-chain apps, CLI operations, SDK patterns (Rust, Go, TypeScript, Python), and ParaTime development.
Auditing regulatory compliance and mapping business requirements (SOC2/PCI-DSS/HIPAA/ISO 27001), checking control implementations, designing audit trails, and implementing Policy…
Design the OAuth2 authorization-server surface a B2B SaaS offers third-party apps - the OAuth 2.1 protocol baseline (PKCE for every client, no implicit or password grants, exact…
Oban job processing — workers, perform/1 (OSS) and process/1 (Pro), queues, cron, retries, unique jobs, idempotency, Oban Pro (Workflow, Batch, Chunk, Smart Engine), Testing.
Writing unit tests for obelisk using the test-helpers library. Covers test helper crud-txn, expected result construction, and failure testing patterns.
Identify database objects that can be excluded from migration (temporary/staging, deprecated/legacy, testing, duplicates, version conflicts) by running the SCAI assessment…
Object-oriented design principles, patterns, and practices. Use when working with object-oriented languages (Java, C#, C++, Python, Ruby, Swift, etc.) without language-specific…
Pravidla pro zobrazování obrázků, fotek, diagramů, skenů a galerií v Astro monorepu orlojWeb (hodinarium-eu, horologie-cz).
Enforces observability rules (OBS-1 through OBS-5). Loaded by the conductor for review, incident response, and new service scaffolding.
Manage recording sessions through OBS via obs-mcp (OBS WebSocket) — start/stop recording, switch scenes, check audio levels, verify output files.
Use OBS as a generic screenshot API. List scenes, inspect scene sources, and capture still images from scenes or sources via obs-websocket.
Instrument code with structured logs, metrics, and distributed traces. Use when adding observability to services, debugging production issues, or setting up monitoring.
LiteLLM-RS Observability Architecture. Covers Prometheus metrics, OpenTelemetry tracing, structured logging, health checks, and alerting integration.
Observability baseline for Rails 8 production apps — lograge for structured single-line logs, request tagging (request_id, user_id), error tracking via Sentry / Honeybadger /…
Observability and debug skill. Updated for Module Separation & Runtime Redesign.
Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs.
First principles behind observability — wide events, high cardinality, the core analysis loop, events vs metrics vs logs, and how instrumentation connects to debugging outcomes.
Unified observability toolkit — Prometheus/Grafana/alerting/SLOs, OpenTelemetry instrumentation (traces, metrics, spans, exporters, distributed tracing), Sentry error tracking…
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production — from…
Use when designing telemetry semantics before or during implementation: logs, metrics, traces, events, spans, attributes, correlation IDs, SLOs, alert signals, and diagnostic…
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datase — from…
Production-grade observability for Rails — RED + USE metrics, SLO / SLI / error budgets, multi-window multi-burn-rate alerting (Google SRE workbook), exemplars linking metrics to…
Automated LGTM + Alloy observability stack deployment using Docker Compose. Use when setting up Claude Code observability infrastructure locally.
Observability and monitoring validation patterns for dashboards, alerting, log aggregation, APM traces, and SLA/SLO verification.
Triage OpenSEO production errors in Cloudflare Workers Observability — verified query recipes, counting gotchas, a known-noise filter list applied automatically, and the on-demand…
Check actual system outputs before editing code to fix bugs -- outputs don't lie, assumptions do. Use when debugging unexpected behavior.
Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates p — from…
Record an Architecture Decision Record (ADR) in the Vault Core Obsidian vault (vault-obsidian/Architecture Decisions).
Programmatically create and manipulate Obsidian Canvas (.canvas) files using JSON Canvas Spec 1.0. Enables agents to generate visual flowcharts, architecture diagrams, and…
Set up GitHub Actions CI/CD for Obsidian plugin development. Use when automating builds, tests, and releases for your plugin, or setting up continuous integration for Obsidian…
Diagnose and fix common Obsidian plugin errors and exceptions. Use when encountering plugin errors, debugging failed operations, or troubleshooting Obsidian plugin issues.
Collect Obsidian plugin debug evidence for support and troubleshooting. Use when encountering persistent issues, preparing bug reports, or collecting diagnostic information for…
Publish Obsidian plugins to the community plugin directory. Use when releasing your first plugin, updating existing plugins, or managing the community plugin submission process.
Create a minimal working Obsidian plugin with commands, settings, modals, and ribbon icons. Use when building your first plugin feature, testing your setup, or learning basic…
Set up Obsidian plugin development environment with Node.js and TypeScript. Use when starting a new plugin project, configuring the dev environment, or initializing Obsidian…
Configure multiple Obsidian environments for development, testing, and production. Use when managing separate vaults, testing plugin versions, or establishing a proper development…
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more.
Obsidian plugin development patterns, API usage, manifest configuration, settings management, testing, and build pipeline.
Set up, migrate, or operate an Obsidian vault as an LLM Wiki — a persistent, compounding knowledge base maintained by Claude Code.
Esta skill deve ser usada quando o usuario diz "abre meu pulse", "mostra o dashboard", "o que ta acontecendo no vault", "ve os padroes", "sugere o que eu devo fazer agora", ou…
Handle Obsidian file system operations and throttling patterns. Use when processing many files, handling bulk operations, or preventing performance issues from excessive…
Implement Obsidian reference architecture with best-practice project layout. Use when designing new plugins, reviewing project structure, or establishing architecture standards…
Service blueprint for OpenClaw SRE support: health checks, connectivity repair, execution stabilization, and hardening guidance.
Guide to OpenConstructionERP: architecture, modules, API surface and quick start. Use when starting any OpenConstructionERP work, onboarding a user to the platform, or deciding…