dispatching-parallel-agents
Dispatch multiple agents in parallel for independent problems. Use when (1) 3+ test files failing with different root causes, (2) multiple modules broken independently, (3) multiple components need separate fix...
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Dispatch multiple agents in parallel for independent problems. Use when (1) 3+ test files failing with different root causes, (2) multiple modules broken independently, (3) multiple components need separate fix...
Orchestrate implementation through fresh subagents per task with two-stage review (spec compliance then code quality). Use when (1) executing a plan with multiple independent tasks, (2) staying in current sessi...
Expert code review for Python, microservices, security, and production best practices. Automatically activated when code review is needed to identify bugs, security issues, and quality problems.
Process tasks autonomously with automated PR reviews and gap analysis after each PR creation/commit.
Monitor PR for code review, analyze feedback with AI, implement fixes, and merge when approved with CI green.
Generate comprehensive E2E test plans from PRDs, task lists, or descriptions with environment-aware prerequisites and issue tracking.
Generate comprehensive E2E test plans from PRDs, task lists, or descriptions with environment-aware prerequisites and issue tracking.
Process tasks autonomously with automated PR reviews and gap analysis after each PR creation/commit.
Monitor PR for code review, analyze feedback with AI, implement fixes, and merge when approved with CI green.
Process tasks autonomously with automated PR reviews and gap analysis after each PR creation/commit.
Monitor PR for code review, analyze feedback with AI, implement fixes, and merge when approved with CI green.
Generate comprehensive E2E test plans from PRDs, task lists, or descriptions with environment-aware prerequisites and issue tracking.
Generate operational runbooks documenting what needs to be running locally and in production for effective system testing and deployment.
Analyze and improve the AI agent workforce system, ensuring compatibility across environments (CLI, IDE, GitHub) and leveraging emerging technologies.
CLI toolkit for infrastructure, development, and system administration. Use when Claude needs to execute git operations or GitHub CLI commands, provision AWS/GCP/Azure/DigitalOcean infrastructure, build or debu...
Create git commits with Conventional Commits format. Analyzes changes to write meaningful messages. Use when committing changes, committing staged files, creating commits, making commits, or writing git commit...
Design Guardian that reviews UI implementations for alignment with Billboard's visual language. Use for design review, UI consistency checks, component approval, visual troubleshooting, layout feedback.
Specification-driven development workflow for AI agents. Use when tasks are too large for a single session, require multi-step implementation, span multiple files/features, or need persistent requirements track...
Spawns subagents with configurable tool access that return just the answers without flooding your context. Use for summarizing extensive git history, comparing across multiple repositories in parallel, or proce...
Run code quality checks including duplication detection (jscpd), unused dependency analysis (depcheck), and complexity metrics. Use when the user asks to check code quality, find duplicate code, detect copy-pas...
Use when needing to get the default branch, detect repository settings, fetch available labels, get repo info for API calls, or when any gh-workflow command needs dynamic repository configuration instead of har...
Deploys to archivist@194.163.189.144 VPS and iteratively debugs until successful. Use when deploying to VPS, debugging deployment failures, investigating container issues, checking health endpoints, or fixing O...
Complete guide for using OtterStack - a Git-driven Docker Compose deployment tool with zero-downtime deployments. Use when deploying Docker Compose apps, managing projects, configuring environment variables, or...
Analyzes a codebase and prepares it for OtterStack deployment. Use when preparing docker-compose projects, checking OtterStack compatibility, scanning for environment variables, validating compose files, or set...
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