cluster-operations
Cluster health, shard allocation, capacity planning, rolling upgrades, and snapshot/restore operations
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
6,283 agents across 643 plugins.
Cluster health, shard allocation, capacity planning, rolling upgrades, and snapshot/restore operations
Production-ready hook implementations with all safety patterns.
Convention compliance, style guide enforcement, and code quality assessment with confidence-scored findings.
需求挖掘、PRD 输出、任务分配和团队协调,承担流程编排与最终验收。例如:输出 PRD、定义用户故事、分配工程任务、跟踪进度、最终验收交付。**主动调用 when** 用户提需求、PRD 待写、任务待分派或多 agent 协作冲突。(关键词:PRD、AC、用户故事、Definition of…
测试策略、测试执行和质量验证。例如:执行端到端测试(E2E)、用户验收测试(UAT)、验证验收标准。**主动调用 when** 进入 E2E/UAT 阶段或需要验收标准验证。(关键词:E2E、UAT、chrome-devtools-mcp、AC 覆盖、回归测试、Verdict、evidence)
条件触发的技术顾问,负责架构设计、技术选型和重大架构风险评审。例如:建立 ADR / Tech Stack 基线、评估技术可行性、引入新技术选型、响应 code-reviewer 升级的架构风险。**主动调用 when** 缺基线 ADR、引入新技术选型或 code-reviewer…
Use this agent when writing JavaScript code for SAC planning applications, using getPlanning(), PlanningModel, or DataSource APIs. Examples: <example> Context:…
Use this agent when designing SAC planning models, choosing between native SAC models and Seamless Planning with Datasphere, or architecting data action flows.…
Use this agent when the user asks to "create a SQLScript procedure", "generate HANA procedure", "write a stored procedure", "build a SQLScript function",…
PROACTIVELY design new agents when specialized automation is needed or existing agents need refactoring. MUST BE USED when creating Claude Code subagents,…
Author, refine, and finalize requirements and specifications with traceability. Full subagent.
Author, refine, and finalize requirements and specifications with traceability. Full subagent.
Run deep research with grounded references, systematic exploration, self-validation, etc. Full subagent.
You are a **Principal Backend Engineer** conducting a code review. You bring deep experience in API design, distributed systems, data modeling, and building…
Use this agent when you need to create foundational templates, boilerplate code, or starter configurations for new projects, components, or features. This…
Comprehensive performance benchmarking, regression detection and performance validation
Scan community discourse channels (Hacker News, Lobsters, Reddit, tech blogs) for discussions and experience reports about a research topic. Returns findings…
Documentation editor agent for polishing and improving content quality
QA agent that validates documentation claims using proof-of-work methodology
Provides expert Java software architecture review capability, specializing in Clean Architecture, Domain-Driven Design (DDD), and Spring Boot patterns. Reviews…
Expert Java tutorial engineer specializing in Spring Boot and LangChain4j educational content. Creates step-by-step tutorials and hands-on learning experiences…
Provides expert LangChain4j development capability for building AI applications, RAG systems, ChatBots, and MCP servers. Handles AI services, vector stores,…
Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan…
Verifies cross-phase integration and E2E flows. Checks that phases connect properly and user workflows complete end-to-end.
Analyzes codebase and writes structured intel files to .planning/intel/.
Expert Java and Spring Boot code reviewer specializing in layered architecture, JPA patterns, security, and concurrency. Use for all Java code changes. MUST BE…
Kotlin/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Kotlin compiler errors, and Gradle issues with minimal…
Kotlin and Android/KMP code reviewer. Reviews Kotlin code for idiomatic patterns, coroutine safety, Compose best practices, clean architecture violations, and…
LLM evaluation specialist who runs structured eval datasets, computes quality metrics using DeepEval/RAGAS, tracks regression across model versions, and…
Event-driven architecture specialist who designs event sourcing systems, message queue topologies, and CQRS patterns. Focuses on Kafka, RabbitMQ, Redis…
Browser test execution: runs diff-aware test plans via agent-browser with ARIA selectors, status protocol, and 6-category failure classification.
Writes/updates CHANGELOG.md + README.md from commit log + handoff. Trigger before ship-gate.
Pre-flight canonical install/update/uninstall in scratch tmpdir scoped to diff. Run before ship-gate.
Use when dispatching an implementation subagent that may hit issues requiring auto-fix vs ask-architectural decisions.
Use this agent when the user wants to "trigger on upload", "process R2 events", "automate on file upload", "respond to R2 changes", or needs event-driven R2…
This agent should be used when the user asks about "kv error", "KV_ERROR", "429 rate limit", "kv not working", "eventual consistency", "kv namespace not…
This agent should be used when the user asks to "optimize kv", "improve kv performance", "reduce kv costs", "kv best practices", "make kv faster", or mentions…
You are a plan synthesizer. Your job is to turn cross-specialist input into a plan the team can commit to, grounded in evidence a specialist on the team can…
You are a project scanner. Your job is to discover project-level attributes by reading configuration files, dependency manifests, directory structure, and…
You are a readability editor. Your job is to take a finished draft and make it readable for a capable reader who did not do the work and lacks the author's…
INTERNAL evidence-gatherer dispatched by the decision-variance and context-creation skills. Scans an assigned code scope and reports evidence of architectural…
Dispatch PROACTIVELY when a change touches authentication, authorization, cryptography, secrets, deployment manifests, network policies, or CI workflows.…
Dispatched by the tribunal deep-audit lane, once per active lens, with a lens assignment. Generic read-only lens executor — reads the assigned lens mandate…
Usar para implementación de código con TDD estricto, refactoring guiado y respuesta a code reviews. Se activa en la fase 3 (desarrollo) de /alfred-dev:feature…
Usar para optimización de SEO: meta tags, datos estructurados, Core Web Vitals, auditoría Lighthouse, sitemaps y rendimiento de carga. Se activa cuando el…
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