spec-interview

Claude AI Engineering Toolkit

A curated collection of 18 Claude Code plugins featuring skills, agents, and multi-agent workflows — from solo developer productivity tools to full business automation pipelines.

Plugins

Business & Product

Plugin	Description	Agents	Key Feature
business-avengers	AI partner organization for solo entrepreneurs	23	Full business lifecycle: idea to revenue with sprint cycles
planning-interview	Adaptive product planning interviews	1	Generates Lean Canvas / Product Brief / Full PRD
spec-interview	AI-driven requirements gathering	1	Deep Q&A to comprehensive specifications
future-architect	Thought organization to actionable plans	1	Conversational interviews with Mermaid diagrams

Development & Quality

Plugin	Description	Agents	Key Feature
project-insight	Multi-agent project analysis	4	Tech stack, structure, docs review with health scoring
competitive-agents	Dual-agent competitive generation	7	Alpha vs Beta, cross-review, judge, fusion
spec-validator	Validate code against specs	1	YAML checklists with 4-dimension scoring

Content & Learning

Plugin	Description	Agents	Key Feature
learning-summary	Capture learnings from conversations	1	Structured markdown with git integration
ai-digest	Digest AI/tech articles	1	URL fetch to structured learning documents
ai-news-digest	AI news aggregation	1	Multi-source RSS to curated Top 5 digest
blog-generator	Technical notes to blog posts	1	Narrative flow with SEO optimization

Finance & Investment

Plugin	Description	Agents	Key Feature
market-pulse	Financial market analysis dashboard	5	Graham/Lynch/Buffett analysis + safety margin
portfolio-analyzer-fused	Multi-agent portfolio management	5	Stock scoring, risk analytics, AI advisor
portfolio-copilot	Portfolio tracking with dashboards	1	P&L tracking, comprehensive stock scoring
factor-lab	Quantitative stock screening	2	Multi-factor backtesting + systematic strategies
rich-guide	Personalized wealth strategy system	6	Financial diagnosis to expert-matched roadmap (Korean)

Career

Plugin	Description	Agents	Key Feature
career-compass	AI-powered career path analysis	8	Resume analysis, market trends, skill gap, roadmap
jd-analyzer	Job description analysis	3	Multi-source JD collection + skill matching

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Quick Start

Install via npx

# Install all plugins
npx github:JayKim88/claude-ai-engineering

# Install specific plugin
npx github:JayKim88/claude-ai-engineering business-avengers
npx github:JayKim88/claude-ai-engineering market-pulse

# List available plugins
npx github:JayKim88/claude-ai-engineering --list

Local Development

git clone https://github.com/JayKim88/claude-ai-engineering.git
cd claude-ai-engineering
npm run link    # Symlink all plugins to Claude Code

Edit files in plugins/ — changes reflect immediately in Claude Code.

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Repository Structure

claude-ai-engineering/
├── plugins/                    # 18 self-contained plugins
│   ├── business-avengers/     #   23-agent business pipeline
│   ├── planning-interview/    #   PRD generation
│   ├── project-insight/       #   Multi-agent project analysis
│   ├── competitive-agents/    #   Dual-agent generation
│   ├── market-pulse/          #   Financial market dashboard
│   ├── career-compass/        #   8-agent career analysis
│   ├── rich-guide/            #   6-agent wealth strategy
│   └── ...                    #   11 more plugins
├── templates/                  # Plugin creation templates
│   ├── plugin-template/
│   └── NEW_PLUGIN_GUIDE.md
├── projects/                   # Skill execution outputs
├── scripts/
│   └── link-local.sh
├── bin/
│   └── install.js             # npx installer
└── .claude-plugin/
    └── marketplace.json       # Plugin registry

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Plugin Patterns