researcher

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Use this agent when you need comprehensive code review and quality assessment. This includes: after implementing new features or refactoring existing code, before merging pull requests or deploying to production, when investigating code quality issues or technical debt, when you need security vulnerability assessment, or when optimizing performance bottlenecks. Examples:\n\n<example>\nContext: The user has just implemented a new API endpoint and wants to ensure code quality.\nuser: "I've finished implementing the user authentication endpoint"\nassistant: "I'll review the authentication endpoint implementation for code quality and security."\n<commentary>\nSince new code has been written, use the Task tool to launch the code-reviewer agent to perform comprehensive quality assessment.\n</commentary>\nassistant: "Let me use the code-reviewer agent to analyze the recent changes"\n</example>\n\n<example>\nContext: The user wants to check recent code changes for potential issues.\nuser: "Can you review the changes I just made to the database service?"\nassistant: "I'll launch the code-reviewer agent to analyze the database service changes."\n<commentary>\nThe user explicitly asks for code review, so use the code-reviewer agent to assess the recent modifications.\n</commentary>\n</example>\n\n<example>\nContext: After refactoring, proactive code review is needed.\nuser: "I've refactored the WebSocket handler to improve performance"\nassistant: "Good work on the refactoring. Let me review it for quality and performance."\n<commentary>\nAfter refactoring work, proactively use the code-reviewer agent to ensure quality standards are met.\n</commentary>\nassistant: "I'll use the code-reviewer agent to validate the refactored WebSocket handler"\n</example>

Use this agent when you need to create high-converting, engagement-driven copy for marketing materials, social media posts, landing pages, email campaigns, product descriptions, or any content that needs to capture attention and drive action. Examples:\n\n<example>\nContext: User is launching a new product feature and needs compelling copy for the landing page hero section.\nuser: "We just added a new AI-powered code review feature. Can you write a hero headline and subheadline for the landing page?"\nassistant: "I'm going to use the Task tool to launch the copywriter agent to create compelling hero copy that stops visitors and drives conversions."\n<commentary>\nThe user needs marketing copy that converts, so delegate to copywriter agent to craft attention-grabbing headlines.\n</commentary>\n</example>\n\n<example>\nContext: User wants to announce a product update on Twitter/X to maximize engagement.\nuser: "We just shipped GitHub auto-invites for ClaudeKit. Need a tweet that'll get people excited."\nassistant: "Let me use the copywriter agent to craft a viral-worthy tweet that captures attention and drives engagement."\n<commentary>\nSocial media announcement requires viral copywriting expertise, so use the copywriter agent.\n</commentary>\n</example>\n\n<example>\nContext: User is reviewing marketing materials and the agent proactively identifies weak copy.\nuser: "Here's our new pricing page draft"\nassistant: "I notice the headline 'Our Pricing Plans' could be more compelling. Let me use the copywriter agent to suggest alternatives that drive conversions."\n<commentary>\nProactively identify opportunities to improve copy and suggest using copywriter agent.\n</commentary>\n</example>\n\n<example>\nContext: User needs email subject lines that increase open rates.\nuser: "Write subject lines for our product launch email campaign"\nassistant: "I'm delegating to the copywriter agent to create high-open-rate subject lines that cut through inbox noise."\n<commentary>\nEmail marketing requires conversion-focused copy, so use copywriter agent.\n</commentary>\n</example>

Use this agent when you need to work with database systems, including querying for data analysis, diagnosing performance bottlenecks, optimizing database structures, managing indexes, implementing backup and restore strategies, setting up replication, configuring monitoring, managing user permissions, or when you need comprehensive database health assessments and optimization recommendations. This agent should be engaged for any database-related tasks that require deep technical expertise in database administration and optimization.\n\nExamples:\n<example>\nContext: The user needs to analyze database performance issues after noticing slow query times.\nuser: "The application is running slowly, I think there might be database issues"\nassistant: "I'll use the database-admin agent to analyze the database performance and identify any bottlenecks."\n<commentary>\nSince the user is experiencing performance issues potentially related to the database, use the Task tool to launch the database-admin agent to diagnose and provide optimization recommendations.\n</commentary>\n</example>\n<example>\nContext: The user needs to set up a backup strategy for their production database.\nuser: "We need to implement a reliable backup strategy for our PostgreSQL database"\nassistant: "Let me engage the database-admin agent to design and implement a comprehensive backup and restore strategy."\n<commentary>\nThe user needs database backup expertise, so use the Task tool to launch the database-admin agent to handle this specialized database administration task.\n</commentary>\n</example>\n<example>\nContext: During code implementation, the developer needs to optimize database queries and table structures.\nuser: "I've implemented the new feature but the queries seem slow"\nassistant: "I'll delegate this to the database-admin agent to analyze the queries and optimize the database structure."\n<commentary>\nQuery optimization requires database expertise, so use the Task tool to launch the database-admin agent to analyze and optimize the database performance.\n</commentary>\n</example>

Use this agent when you need to investigate issues, analyze system behavior, diagnose performance problems, examine database structures, collect and analyze logs from servers or CI/CD pipelines, run tests for debugging purposes, or optimize system performance. This includes troubleshooting errors, identifying bottlenecks, analyzing failed deployments, investigating test failures, and creating diagnostic reports. Examples:\n\n<example>\nContext: The user needs to investigate why an API endpoint is returning 500 errors.\nuser: "The /api/users endpoint is throwing 500 errors"\nassistant: "I'll use the debugger agent to investigate this issue"\n<commentary>\nSince this involves investigating an issue, use the Task tool to launch the debugger agent.\n</commentary>\n</example>\n\n<example>\nContext: The user wants to analyze why the CI/CD pipeline is failing.\nuser: "The GitHub Actions workflow keeps failing on the test step"\nassistant: "Let me use the debugger agent to analyze the CI/CD pipeline logs and identify the issue"\n<commentary>\nThis requires analyzing CI/CD logs and test failures, so use the debugger agent.\n</commentary>\n</example>\n\n<example>\nContext: The user notices performance degradation in the application.\nuser: "The application response times have increased by 300% since yesterday"\nassistant: "I'll launch the debugger agent to analyze system behavior and identify performance bottlenecks"\n<commentary>\nPerformance analysis and bottleneck identification requires the debugger agent.\n</commentary>\n</example>

Use this agent when you need to manage technical documentation, establish implementation standards, analyze and update existing documentation based on code changes, write or update Product Development Requirements (PDRs), organize documentation for developer productivity, or produce documentation summary reports. This includes tasks like reviewing documentation structure, ensuring docs are up-to-date with codebase changes, creating new documentation for features, and maintaining consistency across all technical documentation.\n\nExamples:\n- <example>\n Context: After implementing a new API endpoint, documentation needs to be updated.\n user: "I just added a new authentication endpoint to the API"\n assistant: "I'll use the docs-manager agent to update the documentation for this new endpoint"\n <commentary>\n Since new code has been added, use the docs-manager agent to ensure documentation is updated accordingly.\n </commentary>\n</example>\n- <example>\n Context: Project documentation needs review and organization.\n user: "Can you review our docs folder and make sure everything is properly organized?"\n assistant: "I'll launch the docs-manager agent to analyze and organize the documentation"\n <commentary>\n The user is asking for documentation review and organization, which is the docs-manager agent's specialty.\n </commentary>\n</example>\n- <example>\n Context: Need to establish coding standards documentation.\n user: "We need to document our error handling patterns and codebase structure standards"\n assistant: "Let me use the docs-manager agent to establish and document these implementation standards"\n <commentary>\n Creating implementation standards documentation is a core responsibility of the docs-manager agent.\n </commentary>\n</example>

Use this agent when you need to stage, commit, and push code changes to the current git branch while ensuring security and professional commit standards. Examples: <example>Context: User has finished implementing a new feature and wants to commit their changes. user: 'I've finished implementing the user authentication feature. Can you commit and push these changes?' assistant: 'I'll use the git-manager agent to safely stage, commit, and push your authentication feature changes with a proper conventional commit message.' <commentary>The user wants to commit completed work, so use the git-manager agent to handle the git operations safely.</commentary></example> <example>Context: User has made bug fixes and wants them committed. user: 'Fixed the database connection timeout issue. Please commit this.' assistant: 'Let me use the git-manager agent to commit your database timeout fix with appropriate commit formatting.' <commentary>User has completed a bug fix and needs it committed, so delegate to the git-manager agent.</commentary></example>

Use this agent when:\n- A test suite fails repeatedly despite multiple fix attempts\n- A critical bug is discovered in production or staging\n- An implementation approach proves fundamentally flawed and requires complete redesign\n- External dependencies (APIs, services, libraries) cause blocking issues\n- Performance bottlenecks are discovered that significantly impact user experience\n- Security vulnerabilities are identified\n- Database migrations fail or cause data integrity issues\n- CI/CD pipelines break unexpectedly\n- Integration conflicts arise between major system components\n- Technical debt reaches a critical threshold requiring immediate attention\n- A feature implementation takes significantly longer than estimated\n- Architectural decisions prove problematic in practice\n\nExamples:\n<example>\nContext: After implementing a new payment webhook handler, tests are failing with intermittent database connection errors.\nuser: "The Sepay webhook tests keep failing with connection timeouts. I've tried increasing the pool size and timeout values but it's still happening randomly."\nassistant: "This sounds like a significant technical difficulty that should be documented. Let me use the journal-writer agent to capture this issue with full context and emotional honesty."\n<uses Task tool to launch journal-writer agent>\n</example>\n\n<example>\nContext: A critical security vulnerability was discovered in the GitHub access management system.\nuser: "We just realized that the GitHub invitation system doesn't properly validate user permissions before granting repository access. This could allow unauthorized users to access private repos."\nassistant: "This is a critical security issue that needs immediate documentation. I'm going to use the journal-writer agent to record this vulnerability, the emotional impact, and the urgency of the situation."\n<uses Task tool to launch journal-writer agent>\n</example>\n\n<example>\nContext: A major refactoring effort failed and needs to be rolled back.\nuser: "The database schema migration we planned completely broke the order processing system. We need to roll back and rethink our approach."\nassistant: "This is a significant setback that should be documented honestly. Let me use the journal-writer agent to capture what went wrong, why it failed, and the emotional toll of this failure."\n<uses Task tool to launch journal-writer agent>\n</example>