npx claudepluginhub v1truv1us/ai-eng-system --plugin ai-eng-contentEnhance any content type using research-backed techniques for prompts, code, queries, documentation, and communication
Full-cycle feature development with continuous iteration through all spec-driven workflow phases (Research → Specify → Plan → Work → Review) until feature is complete.
Run SEO audit on a page or site
Integrate applications with Slack for notifications, commands, and team collaboration
Enhance LLM response diversity using Verbalized Sampling prompting strategies
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.mdPerformance optimization suite with profiling, bundle analysis, and speed improvement tools
Uses power tools
Uses Bash, Write, or Edit tools
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
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Complete 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
Context-Driven Development plugin that transforms Claude Code into a project management tool with structured workflow: Context → Spec & Plan → Implement