MKT2700 — ProdDevIQ (Phase 1)

Spring 2026 | Product Design & Development | Northeastern University

Phase 1 Materials Archived

The Phase 1 AI-Augmented Product Development Pipeline materials have been archived.

If you need access to the Phase 1 lab files, please contact Professor Scheller via Canvas.

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Moving to Phase 2?

Phase 2 (PRD to Prototype) uses a new repository with updated tools:

ProdDevIQ2 — Download the Phase 2 lab files and follow the setup instructions on Canvas.

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© 2026 Brad Scheller · Northeastern University

GODMODEDEV is a bootstrap toolkit that sets up a complete Claude Code development environment including:

• Docker-based dev containers — isolated, reproducible environments with all tooling pre-installed
• Skillpository — registry of 489 installable items (350 skills + 139 agents) across 28 skill and 11 agent categories
• Multi-agent orchestration — unified orchestrator with 10 specialist agents, phase-gated workflows, and saga-pattern error handling
• Project scaffolding — /init a new project with level-appropriate phase gates (L0 quick fix through L4 enterprise)
• Agent templates — deployable .claude/agents/ configs for coder, architect, reviewer, TDD, researcher, debugger, documenter, security auditor, and deploy runner
• Context hygiene — patterns that keep your main context clean over long sessions via smart delegation and batch sizing

Quick Start

# 1. Clone and enter
git clone <repo-url> && cd GODMODEDEV

# 2. Start Docker environment (optional)
docker compose up -d

# 3. Open in Claude Code
claude

# 4. Initialize a project
/init

# 5. Deploy specialist agents
/agents-deploy

Project Structure

GODMODEDEV/
├── .orchestrator/           # Project tracking (auto-generated by /init)
│   ├── config.yaml          # Project config (name, type, level)
│   ├── status.yaml          # Phase progress & workflow tracking
│   └── saga-log.yaml        # Action log with rollback capability
├── .claude/
│   └── agents/              # Deployed specialist agent templates
├── docker/                  # Docker environment configs
│   ├── Dockerfile           # Dev container definition
│   └── compose.yaml         # Service orchestration
├── skillpository/           # Curated skill & agent registry
│   └── index.yaml           # 489 entries: name, type, category, description, source
├── IDETOOLS/                # Full skill & agent source library
│   ├── agents/              # 139 unique agent .md files
│   ├── skills/              # 350 unique skill directories
│   └── catalog.md           # Human-readable master catalog
├── templates/               # Project scaffolding templates
├── scripts/                 # Setup and utility scripts
├── docs/                    # Generated documentation
│   └── stories/             # Sprint stories
├── CLAUDE.md                # Claude Code guidance
└── README.md

Commands

Command	Description
/init	Initialize project — pick directory, set level, create config
/status	View phase progress, next recommended action
/delegate <type> "<task>"	Send work to specialist agent
/phase <N>	View or advance to phase N
/agents-deploy	Copy agent templates to .claude/agents/
/rollback	View saga log, compensate failed steps
/move	Relocate project directory

Specialist Agents

Agent	Purpose	Model
coder	Feature implementation (no Bash)	sonnet
architect	System design, ADRs, tech specs	sonnet
reviewer	Code review via git diff	inherit
tdd	Test-driven development, 90% coverage	sonnet
researcher	Research with web access (read-only)	sonnet
debugger	Root cause analysis, minimal fixes	sonnet
documenter	Documentation generation (no Bash)	sonnet
security-auditor	OWASP Top 10 assessment	sonnet
deploy-runner	Script execution only	haiku
orchestrator	Multi-agent coordinator	sonnet

Project Levels

Level	Scope	Required Phases
L0	Quick fix (1 story)	Tech Spec → Implement
L1	Small feature (1-10 stories)	Brief → Tech Spec → Sprint → Implement
L2	Medium (5-15 stories)	PRD → Architecture → Sprint → Implement → Review
L3	Complex (12-40 stories)	All phases + gate checks
L4	Enterprise (40+ stories)	All phases + Agent Teams

Skillpository

The skillpository/index.yaml is the master registry of all installable skills and agents. Each entry includes name, type, category, description, source path, tools, and model.

Skill Categories (350 skills)

Category	Count	Examples
scientific-biotech	78	AlphaFold, BioPython, PubChem, RDKit, UniProt
data-science-ml	37	scikit-learn, PyTorch, Plotly, statsmodels, SHAP
ai-llm	30	AgentDB, RAG, LangChain, prompt engineering, swarm orchestration
testing	19	Playwright, TDD, e2e testing, webapp testing, BATS
code-review	16	code review excellence, verification, SAST, linting
document-processing	14	PDF, DOCX, PPTX, XLSX processing
frontend-design	13	UI/UX, canvas design, brand guidelines, landing pages
bioinformatics	11	OmicVerse, single-cell, bulk RNA, spatial mapping
plugin-development	10	skill creation, agent development, MCP integration
productivity	10	brainstorming, planning, skill sharing, templates
+ 18 more	112	devops, security, database, git, Python, JS/TS, etc.

Agent Categories (139 agents)

Category	Count	Examples
language-specialist	29	Python, TypeScript, Rust, Go, React, Vue, Rails, etc.
infrastructure	14	cloud architect, Kubernetes, Terraform, DevOps, SRE
quality-security	12	code reviewer, penetration tester, chaos engineer
orchestration	12	workflow orchestrator, multi-agent coordinator, swarm
development	11	API designer, frontend dev, fullstack, mobile
business-product	11	product manager, scrum master, UX researcher
+ 5 more	50	data/AI, developer experience, research, specialized

Installing from the Registry

# Copy a skill to your Claude Code skills directory
cp -r IDETOOLS/skills/<skill-name> ~/.claude/skills/

# Copy an agent to your project
cp IDETOOLS/agents/<agent-name>.md .claude/agents/

# Browse the full catalog
cat IDETOOLS/catalog.md

License

MIT