workflow-external-rese…
External research agent using Exa MCP for API details, design patterns, and technology evaluation
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
5,813 agents across 587 plugins.
External research agent using Exa MCP for API details, design patterns, and technology evaluation
Agent for diagnosing and optimizing MSBuild build performance. Runs multi-step analysis: generates binlogs, analyzes timeline and bottlenecks, identifies…
Learn how to use Microsoft Agent Framework with any IChatClient implementation.
Runs build/compile commands for any language and reports results. Use when: compiling code, running dotnet build, checking for compilation errors, verifying…
Code review specialist for identifying bugs, security vulnerabilities, and code quality issues. Use when reviewing pull requests, auditing code changes, or…
Implementation specialist for writing clean, well-structured code following established patterns and SOLID principles. Use when the task requires feature…
Legal and regulatory compliance specialist for privacy auditing, GDPR/CCPA compliance, cookie consent implementation, data handling documentation, open-source…
**Scope**: Label cardinality detection, TSDB analysis, and relabeling to prevent OOM **Version range**: Prometheus 2.0+ (TSDB analysis tools: 2.23+)…
**Scope**: AMQP channel lifecycle, pooling, error recovery. Does not cover connection management or queue topology. **Version range**: RabbitMQ 3.8+ (AMQP…
**Scope**: Detection commands for code clarity (Newcomer) and hidden assumptions (Contrarian). Load alongside respective reference. **Generated**: 2026-04-13
微信小程序开发,默认原生 WXML/WXSS/JS,Taro 仅在需要 Web 复用时使用。例如:实现页面与组件、接入 wx.* API、处理网络请求与状态、编写组件单测。**主动调用 when** 任务涉及小程序页面、组件、wx.* API…
微信小程序测试执行(DevTools 模拟器 + 真机),E2E/UAT 验证与审核前置检查。例如:跑真机 E2E、组织 UAT、检查隐私协议合规。**主动调用 when** 小程序提审前需 E2E/UAT 验证或合规检查。(关键词:DevTools 模拟器、真机调试、隐私协议、提审检查、wx.login、扫码上传)
多模态模型集成、推理服务接入和图像处理 Pipeline。例如:接入豆包 / 可灵 / MiniMax Video 等国内多模态服务、搭建文生图/文生视频处理管道、评估模型延迟与成本。**主动调用 when** 任务涉及文生图、文生视频或多模态推理服务接入。(关键词:豆包、可灵、MiniMax…
Use this agent when diagnosing hana-cli connectivity, inspecting SAP HANA objects, reviewing metadata, or planning safe database checks without mutating data.…
Use this agent when reviewing SAP Cloud Identity Services, IAS, IPS, BTP trust, SSO, role mapping, provisioning, certificates, and identity security controls.…
Use this agent when reviewing SAP Integration Suite iFlows, adapters, API Management, Event Mesh, mappings, security, error handling, observability, and…
Detailed checklists for complexity and concurrency review. Load when the review-robustness agent needs specific patterns to evaluate.
PROACTIVELY design and execute testing strategy across functional quality and performance resilience. MUST BE USED when features need validation, coverage is…
PROACTIVELY assess complexity and route work when facing multi-step tasks, unclear requirements, or cross-domain work. MUST BE USED before starting any feature…
Dispatches multiple worker agents in parallel based on DAG dependencies.
Ephemeral worker for executing a single task. Coordinates via message bus.
Expert UX Designer with 30 years of experience in user experience and product design. Provides UX strategy, design critique, and usability guidance. Advisory…
Plan execution: turn approved intent/specs into a sequenced plan scaled to size. Full subagent.
Author and adapt prompts — discover, draft, deliver — under HITL approvals. Full subagent.
Author and adapt prompts — discover, draft, deliver — under HITL approvals. Full subagent.
SPARC Architecture phase specialist for system design with self-learning
Flow Nexus authentication and user management specialist. Handles login, registration, session management, and user account operations using Flow Nexus MCP…
Intelligent agent coordination and dynamic spawning specialist
Evaluate generated text for craft depth across five dimensions -
Dependency analysis and update agent for multi-ecosystem repositories.
Autonomous desktop control agent using Claude's Computer Use API. Captures screenshots, executes mouse/keyboard actions, and runs multi-step GUI workflows in…
Provides expert Java documentation capabilities, creating comprehensive technical documentation from Spring Boot codebases. Analyzes architecture, design…
Expert Java and Spring Boot code refactoring specialist. Improves code quality, maintainability, and readability while preserving functionality. Applies clean…
Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling,…
Technical documentation researcher. Looks up API specs, official docs, error codes, version differences, and library usage. Search-only — never writes code,…
Investigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gsd-debug orchestrator.
Verifies factual claims in generated docs against the live codebase. Returns structured JSON per doc.
Writes and updates project documentation. Spawned with a doc_assignment block specifying doc type, mode (create/update/supplement), and project context.
Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED for Go…
Analyze and improve the local agent harness configuration for reliability, cost, and throughput.
Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Fixes build errors, Java compiler errors, and Maven/Gradle issues with…
Implements individual tasks from plans with TDD, skill application, verification, and git commits. Use when executing a specific task that requires writing,…
Use after final code review passes to validate test coverage against acceptance criteria and generate human test plans - reads test-requirements.md, verifies…
Design context extraction: analyzes screenshots, URLs, or live apps to extract color palettes, typography, spacing, and component patterns as structured design…
Design system architect: token hierarchies, theming strategies, component library design, Figma-to-code pipelines, and design governance.
Stateful API emulation via Vercel emulate. Seeds GitHub/Vercel/Google/Slack/Apple/Entra/AWS/MongoDB/Okta/Resend/Stripe/Clerk/Linear, webhooks, port isolation,…
Critique UI/visual design artefacts on hierarchy, contrast, alignment, consistency, and intent. Trigger per design review pass.
Use when a phase has ambiguities, gray areas, or unresolved decisions that need adaptive interrogation before SPEC can lock. Dispatched by ijfw-spec-phase, but…
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