4. ארכיטקט תשתיות ו-DevOps (The Cloud & Pipeline Architect) סקיל קלאסי כשאתה מתחיל סרביס חדש, או רוצה לארוז סוכן AI שירוץ בסביבה מבודדת משלו.
Git operations, shell scripting, CI/CD pipelines, and terminal automation. Use for conventional commits, PowerShell/Bash scripting, configuring GitHub Actions, or automating…
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. — from new-career-begin/QueryWeaver
Usar cuando se conecta un proyecto nuevo a Azure DevOps para validar su configuración Agile.
Use when designing GitHub Actions workflows, creating CI/CD pipelines, planning multi-environment deployments, optimizing pipeline cost and execution time, or implementing…
Implements CI/CD pipelines, Dockerfiles, IaC templates, Kubernetes manifests, and deployment configs. Local model for token-efficient infrastructure work.
Enter codebase mastery mode before implementation. Use when the user asks to DEVOUR a repo or codebase, learn everything, deeply onboard, map architecture, trace runtime flows,…
Answer questions about speakers, talks, and schedules for any Devoxx or VoxxedDays conference by querying the event's public CFP API at [event-slug].cfp.dev.
Design stable APIs and interface contracts before implementation — REST/GraphQL endpoints, module boundaries, type contracts, FE/BE splits.
Debug systematically when tests, builds, or runtime/browser checks fail — deterministic feedback loop, reproduce, 3-5 ranked hypotheses, instrument, fix root cause,…
Guide for working with DevSpace, a Kubernetes development tool that automates building, deploying, and developing applications.
Chrome DevTools MCP setup and live-browser debugging for visual app inspection, console/network/performance triage, and automation.
MCP server for comprehensive Node.js debugging via Chrome DevTools Protocol with breakpoints, stepping, variable inspection, and source maps
TanStack DevTools patterns for debugging and development. Activates when setting up development tools, debugging queries, or configuring developer experience in React applications.
Designs the pricing and packaging architecture of a developer tool - the value metric (seats, consumption, capacity, outcome, or a hybrid), free-tier limits, the tier ladder up to…
Svelte 5 adapter for the json-render devtools inspector. Use whenever the user wants to add, configure, or troubleshoot @json-render/devtools-svelte in a Svelte json-render app,…
Toolkit para interagir e testar aplicações web locais usando Chrome DevTools MCP. Suporta verificação de funcionalidade frontend, debugging de UI, captura de screenshots, análise…
Ferramentas de administração para a API do DEXboard. Use para gerenciar usuários em lote (ativar/inativar), extrair logs de acesso completos e interagir com relatórios, pastas e…
Dexie IndexedDB caching layer with Convex sync for local-first architecture. Covers sync hooks, optimistic updates (React state only), cascade deletes, orphan detection, SSR…
Safely bump the Dexie IndexedDB schema version in apps/web/src/db/dbService.ts. Guides through adding tables/columns, upgrade callbacks, TypeScript interfaces, and table exports.
通用 Jimmer ORM 工作流与语言路由器。当 Codex 修改 JVM 项目中的 Jimmer 实体、编译期生成源码、SQL DSL 查询、fetcher、DTO language 文件、graph save、repository、Spring Boot 集成或持久化测试时使用。Kotlin-first Jimmer 项目继续使用…
Read market data for a known Kalshi prediction market on DFlow — orderbook, trades, top-of-book prices, candlesticks, forecast-percentile history, and Kalshi in-game live data —…
Monetize a DFlow integration by collecting a builder-defined fee on trades your app routes through the Trade API — either a fixed percentage (spot + PM) via `platformFeeBps`, or a…
Complete DFlow trading protocol SDK - the single source of truth for integrating DFlow on Solana. Covers spot trading, prediction markets, Swap API, Metadata API, WebSocket…
Guia obrigatório de Clean Architecture do backend do DGNotas (plataforma de emissão de NF-e e NFS-e).
Expert at writing and reviewing Rails code following DHH's style as practiced at 37signals. Use when writing new Rails code, reviewing Rails code, making architectural decisions…
Use this agent when you need a brutally honest Rails code review from the perspective of David Heinemeier Hansson.
容器 OOM 全链排查。从 dmesg OOM killer → cgroup memory limits → Docker/Compose memory 配置 → swap → 应用内存分析，定位根因并输出修复建议。
K8s 节点资源压力排查。CPU/Memory/Disk/PID Pressure 全链诊断： kubectl top → describe node → conditions → eviction events → 调度分析， 输出结构化报告与缓解建议。
K8s Pod CrashLoopBackOff 全链排查。从 kubectl describe → events → logs → restart policy → resource limits → liveness/readiness probe → image pull → configmap/secret 挂载，定位根因并输出修复建议。
MySQL 死锁全链诊断。捕获 InnoDB 死锁状态，解析锁链（谁持有什么、谁等待什么）， 分类死锁模式（AB-BA / Gap Lock / FK cascade / Auto-Inc），查找当前锁等待和长事务， 输出结构化报告并给出修复建议。支持 MySQL 5.7+ performance_schema 与 5.6 兼容回退。
MySQL 主从延迟全链诊断。检查 replication 状态、定位延迟根因（大事务/网络/从库负载/ binlog 格式/并行复制配置），输出结构化报告与修复建议。支持异步/半同步/GTID 复制。
MySQL 慢查询全链诊断。开启/分析 slow query log，定位 Top-N 慢 SQL， 用 EXPLAIN 检查执行计划，识别缺失索引、全表扫描、大结果集、锁等待， 输出结构化报告与优化建议。支持 MySQL 5.7+ 与 8.0 performance_schema。
Use for debugging or remediation work when reported symptoms may not be the true root cause; verify the cause independently before applying fixes, even when the user suggests one.
Diagnose CI failures for a PR using the GitHub CLI, extract error logs, and generate a plan to fix them.
Surfaces PAC CLI upload errors and Dataverse async operation errors, pattern-matches against a known failure catalog, and optionally auto-fixes identified issues.
Investigates errors across network failures, JavaScript errors, and error clicks to identify what's broken, where, and why.
Debug failures systematically by freezing feature work, reproducing the issue, testing hypotheses, applying the smallest fix, and rerunning verification.
Diagnoses failed Maestro cluster deployments by analyzing Helm releases, pod status, and resource conflicts
Guides an agent through the exact route, pairing, and auth checks needed when an OpenClaw companion node fails to connect over LAN, Tailscale, or a public URL.
Uses git-sizer to identify the specific size and history characteristics that make a repository painful to clone, fetch, repack, or work in.
Diagnose Python uv sync, lock, import, test, Ruff, mypy, FastAPI, FastMCP, packaging, and CI failures with concrete phase classification and next checks.
Use tunnel-doctor in Claude Code when Tailscale partially works but SSH, browser, git, or Docker paths fail because proxy, route, or double-tunneling conflicts need a structured…
Collect and analyze OADP diagnostic data using oadp-must-gather to troubleshoot backup, restore, and deployment issues.
Matches Azure deploy / CI / runtime failures against 37+ documented gotchas with verified fixes (BCP258, AADSTS70021, sqlcmd-not-found, FC1-CLI-silent-fallback, ACS dataLocation…
Diagnoses CI and pull-request pipeline health for a GitHub repo using the engineering analytics MCP tools — pull-requests (PR list with CI status), workflow-health (per-workflow…
Diagnose why a data warehouse sync is failing and recommend the right recovery action. Use when the user asks "why isn't my Stripe/Postgres/Hubspot sync working?", "this — from…
Analyze TypeScript errors and provide detailed diagnostics with root cause analysis and specific fix recommendations
Use when the user asks why something happened, what’s wrong, root cause analysis, debugging, or incident explanation. — from engineering/engineering-misc
Diagnostyka konfiguracji Claude Code: co faktycznie się załadowało (/context, /status, /hooks, /mcp, /permissions, /skills, /memory), claude doctor i /doctor, /debug, --debug i…
Generate Mermaid architecture diagrams from your codebase. Produces C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and…
Identify the scope, boundary context, and necessary components before drawing an architecture diagram.
Generate, validate, and refresh @brainwav/diagram architecture artifacts when repo diagrams, context packs, PR impact, or CI drift evidence is needed.
Create professional diagrams using Mermaid, PlantUML, and other text-based diagram tools. Generate flowcharts, sequence diagrams, architecture diagrams, and more.
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Generate Mermaid diagrams from your codebase. Use when you need architecture visualizations.
Multi-format diagram generation from text descriptions. Create Mermaid, PlantUML, D2, and Graphviz diagrams including flowcharts, sequence diagrams, architecture diagrams (C4),…
Create SVG/HTML or Excalidraw diagrams for concepts, architecture, flows, and whiteboards.
Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, system architecture, state…
Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more.