Essential command-line tools and system utilities.
Standard format for ALL GitHub issues created by SpecWeave. Ensures checkable acceptance criteria, task connections, working links, and consistent metadata. Activates for create GitHub issue, sync to GitHub, format GitHub issue, standardize issue.
Copilot agent that assists with comprehensive code review focusing on code quality, SOLID principles, security, performance, and best practices Trigger terms: code review, review code, code quality, best practices, SOLID principles, code smells, refactoring suggestions, code analysis, static analysis Use when: User requests involve code reviewer tasks.
Sync SpecWeave increments with JIRA epics/stories. Content flows SpecWeave→JIRA, status flows JIRA→SpecWeave. Activates ONLY when user asks questions about JIRA integration or needs help configuring JIRA sync. Does NOT activate for slash commands. For syncing, use /sw-jira:sync command instead. Coordinates with jira-mapper agent.
Intelligent increment archiving expert. Analyzes increment age, status, and activity to recommend archiving strategy. Keeps workspace clean while preserving history. Activates for archive increments, clean workspace, too many increments, archive old, archive completed, preserve history, _archive folder.
Debugger Specialist. Use this for Root Cause Analysis (RCA), reproduction scripts, and scientific debugging protocols. Follows the Iron Law "No Fix Without Root Cause".
Validates Azure DevOps projects and resources exist, creates missing resources automatically. Smart enough to prompt user to select existing or create new projects. Supports multiple projects for project-per-team strategy, area paths for area-path-based strategy, and teams for team-based strategy. NEW - Per-project configuration support - AZURE_DEVOPS_AREA_PATHS_{ProjectName} and AZURE_DEVOPS_TEAMS_{ProjectName} for hierarchical organization. Activates for ado setup, ado validation, ado configuration, missing ado project, azure devops .env setup, per-project area paths, per-project teams.
Validates Jira projects and boards exist, creates missing resources automatically. Smart enough to prompt user to select existing or create new projects. For boards, accepts either IDs (validates existence) or names (creates boards and updates .env with IDs). NEW - Per-project configuration support - JIRA_BOARDS_{ProjectKey} for hierarchical board organization across multiple projects. Activates for jira setup, jira validation, jira configuration, missing jira project, missing jira boards, jira .env setup, per-project boards.
Bidirectional synchronization between SpecWeave increments and Azure DevOps work items (two-way sync by default). Activates ONLY when user asks questions about Azure DevOps integration or needs help configuring ADO sync. Does NOT activate for slash commands. For syncing, use /sw-ado:sync command instead.
Copilot agent that assists with comprehensive code review focusing on code quality, SOLID principles, security, performance, and best practices Trigger terms: code review, review code, code quality, best practices, SOLID principles, code smells, refactoring suggestions, code analysis, static analysis Use when: User requests involve code reviewer tasks.
Task-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for task tracking, GitHub comments, issue updates, task progress, team collaboration, granular tracking.
Getting started guides for BlazeMeter, including onboarding, migration guides, continuous testing journey, glossary, and mobile testing. Use when getting started with BlazeMeter for (1) Navigating BlazeMeter University onboarding, (2) Migrating from Runscope or JMeter, (3) Understanding the continuous testing journey, (4) Referencing BlazeMeter terminology, (5) Testing mobile sites and apps, or any other getting started tasks.
Expert in Metro bundler configuration, optimization, troubleshooting, caching strategies, custom transformers, asset management, source maps, bundling performance. Activates for metro, metro bundler, metro.config.js, bundler, bundle, cache, transformer, asset resolver, metro cache, bundling error, unable to resolve module, port 8081.
Backend Engineer Specialist. Use this for API design, business logic, integrations, and database interactions.
Expert in building scalable design systems with Atomic Design, design tokens, theming, and component libraries. Activates for design system, design tokens, atomic design, component library, design patterns, theming, brand consistency, UI library, Storybook, design system architecture, make it sleeky, premium design, modern aesthetic, beautiful UI, redesign, UI overhaul, improve design, visual refresh, sleek look, polished design, professional appearance, design refresh, modernize UI, elegant design, clean design, minimalist design, luxury aesthetic, high-end design, corporate design, brand design, visual identity.
生成可读性报告。当用户请求为项目源代码生成可读性报告时，使用此功能。输出名为 readability-report.html 的单页 HTML 文件作为可读性报告，该报告集成了 Node.js 脚本和 HTML 模板。
Process CSV data files by cleaning, transforming, and analyzing them. Use this when users need to work with CSV files, clean data, or perform basic data analysis tasks.
Comprehensive guide for BlazeMeter Test Data Management, including data entities, parameters, generation, orchestration, and management operations. Use when working with test data for (1) Creating and managing data entities and parameters, (2) Generating synthetic test data with seed lists and functions, (3) Using test data in tests (CSV, Data Entities), (4) Managing test data (backup, import/export, sharing), (5) Using Test Data Orchestration and Profiler, (6) Working with Test Data Pro, or any other Test Data Management tasks.
Schema Registry expert for Avro, Protobuf, and JSON Schema management. Covers schema evolution strategies, compatibility modes, validation, and best practices for managing schemas in Confluent Cloud and self-hosted Schema Registry. Activates for schema registry, avro, protobuf, json schema, schema evolution, compatibility modes, schema validation.
Python backend developer for FastAPI, Django, Flask APIs with SQLAlchemy, Django ORM, Pydantic validation. Implements REST APIs, async operations, database integration, authentication, data processing with pandas/numpy, machine learning integration, background tasks with Celery, API documentation with OpenAPI/Swagger. Activates for: Python, Python backend, FastAPI, Django, Flask, SQLAlchemy, Django ORM, Pydantic, async Python, asyncio, uvicorn, REST API Python, authentication Python, pandas, numpy, data processing, machine learning, ML API, Celery, Redis Python, PostgreSQL Python, MongoDB Python, type hints, Python typing.
Infrastructure as Code (IaC) deployment expert for Apache Kafka. Guides Terraform deployments across Apache Kafka (KRaft mode), AWS MSK, Azure Event Hubs. Activates for terraform, iac, infrastructure as code, deploy kafka, provision kafka, aws msk, azure event hubs, kafka infrastructure, terraform modules, cloud deployment, kafka deployment automation.
n8n workflow automation with Kafka integration expert. Covers Kafka trigger node, producer node, event-driven workflows, error handling, retries, and no-code/low-code event processing patterns. Activates for n8n kafka, kafka trigger, kafka producer, n8n workflows, event-driven automation, no-code kafka, workflow patterns.
Agent assistance skill that provides stuck detection, memory management, and session learning capabilities for AI agents Trigger terms: agent stuck, loop detected, session memory, agent learning, condense memory, stuck detection, agent memory, session learnings, extraction Use when: User reports agent is stuck, looping, or needs memory/learning management
Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error investigation, fix bug, resolve issue, error analysis, stack trace Use when: User requests involve bug hunter tasks.
Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error investigation, fix bug, resolve issue, error analysis, stack trace Use when: User requests involve bug hunter tasks.
