npx claudepluginhub v1truv1us/ai-eng-system --plugin ai-eng-qualityComprehensive API testing workflow including endpoint validation, load testing, and test generation
Advanced browser inspection and debugging using Chrome DevTools Protocol
Comprehensive automated code review and quality validation across security, performance, architecture, and best practices
Optimize database performance, analyze query patterns, and implement efficient data structures
Control iOS simulators for automated testing, app deployment, and device management
Automate web browser interactions, testing, and scraping using Playwright
Conduct comprehensive security audits, vulnerability assessments, and security best practices
Analyze npm package security and quality using Socket.dev to identify supply chain risks
Full Xcode development lifecycle automation for build, test, debug, deploy, and UI automation
Expert at building robust, scalable APIs with proper authentication, validation, rate limiting, and comprehensive documentation. Specializes in RESTful and GraphQL endpoints, OAuth2/JWT authentication, API documentation, rate limiting, caching, and performance optimization. Best for: new API development, API architecture review, authentication system design, and comprehensive documentation creation. Escalates to database-expert for complex queries, security-scanner for security review, and performance-engineer for optimization.
Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with 2024/2025 best practices. Use PROACTIVELY for code quality assurance.
Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.
Expert mobile application developer specializing in iOS (Swift/SwiftUI), Android (Kotlin/Jetpack Compose), React Native, and Flutter. Implements platform-specific patterns, state management, navigation, push notifications, and app store deployment. Use PROACTIVELY for any mobile development task, cross-platform apps, or mobile CI/CD.
Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, and performance monitoring.
Defensive application and platform security analysis agent. Performs structured security posture evaluation across code, configuration, and dependency layers to identify vulnerabilities and risks.
Automated test generation specialist focused on comprehensive test coverage.
AI engineering workflow toolkit for Claude Code and OpenCode with 42 commands, 32 specialized agents, and 12 reusable skills.
This repository ships three npm packages:
@ai-eng-system/core - shared library and content-loading helpers@ai-eng-system/toolkit - generated Claude Code, OpenCode, and marketplace assets@ai-eng-system/cli - executable installer and command-line workflowsThe repo root package is private and is never published.
npm install -g @ai-eng-system/cli
# Install commands, agents, and skills into the current project
ai-eng install --scope project
# Or install globally for OpenCode
ai-eng install --scope global
/plugin marketplace add v1truv1us/ai-eng-system
/plugin install ai-eng-system@ai-eng-marketplace
{
"$schema": "https://opencode.ai/config.json",
"plugin": ["opencode-skills", "ai-eng-system"]
}
| Phase | Command | Purpose |
|---|---|---|
| Research | /ai-eng/research | Multi-phase codebase and external research |
| Specify | /ai-eng/specify | Feature/spec generation with TCRO structure |
| Plan | /ai-eng/plan | Implementation planning |
| Work | /ai-eng/work | Guided execution with quality gates |
| Review | /ai-eng/review | Multi-agent code review |
Related commands:
/ai-eng/ralph-wiggum - iterative full-cycle workflow/ai-eng/simplify - code reuse, quality, and efficiency simplificationai-eng/ namespaceai-eng/simplify and workflow/ralph-wiggumSelected commands beyond the core workflow:
/ai-eng/create-plugin, /ai-eng/create-agent, /ai-eng/create-command, /ai-eng/create-skill, /ai-eng/create-tool/ai-eng/code-review, /ai-eng/agent-analyzer, /ai-eng/fact-check, /ai-eng/deep-research, /ai-eng/content-optimize/ai-eng/deploy, /ai-eng/docker, /ai-eng/cloudflare, /ai-eng/github, /ai-eng/k8s, /ai-eng/monitoring, /ai-eng/security-scan/ai-eng/context, /ai-eng/knowledge-capture, /ai-eng/init, /ai-eng/seoSee docs/reference/commands.md for the full command list.
The generated outputs now preserve namespaced skill paths.
Examples:
skills/ai-eng/simplify/SKILL.md -> /ai-eng/simplifyskills/workflow/ralph-wiggum/SKILL.md -> /ai-eng/ralph-wiggumskills/comprehensive-research/SKILL.md -> /ai-eng/researchSee docs/reference/skills.md for the full skill inventory.
The current coordinated release version is 0.6.0 for:
@ai-eng-system/core@ai-eng-system/toolkit@ai-eng-system/cliTrusted publishing runs through .github/workflows/publish-all-oidc.yml using GitHub OIDC.
bun install
bun run build
bun run build:toolkit
bun test
content/ Canonical command and agent docs
skills/ Canonical skill definitions
packages/core/ Published core library package
packages/toolkit/ Published toolkit assets package
packages/cli/ Published CLI package
plugins/ai-eng-system/ Marketplace plugin output
dist/ Generated root outputs
docs/getting-started/installation.mddocs/getting-started/quick-start.mddocs/reference/commands.mddocs/reference/skills.mddocs/architecture/marketplace.mdPUBLISHING.mdRELEASE.mdRELEASE_NOTES.mdComplete collection of battle-tested Claude Code configs from an Anthropic hackathon winner - agents, skills, hooks, rules, and legacy command shims evolved over 10+ months of intensive daily use
Uses power tools
Uses Bash, Write, or Edit tools
Complete collection of battle-tested Claude Code configs agents, skills, hooks, rules, and legacy command shims evolved over 10+ months of intensive daily use
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Comprehensive .NET development skills for modern C#, ASP.NET, MAUI, Blazor, Aspire, EF Core, Native AOT, testing, security, performance optimization, CI/CD, and cloud-native applications
Unity Development Toolkit - Expert agents for scripting/refactoring/optimization, script templates, and Agent Skills for Unity C# development
v9.29.2 — Model defaults refreshed: Opus 4.7 for planning/strategy/security-review, GPT-5.4 for code-review/implementation. New GPT-5.4 prompting guide. Set OCTOPUS_LEGACY_ROLES=1 to opt out. Run /octo:setup.