- Added: api-patterns, app-builder, architecture, bash-linux, behavioral-modes, clean-code, code-review-checklist, database-design, deployment-procedures, docker-expert, documentation-templates, game-development, geo-fundamentals, i18n-localization, lint-and-validate, mobile-design, nestjs-expert, nextjs-best-practices, nodejs-best-practices, parallel-agents, performance-profiling, plan-writing, powershell-windows, prisma-expert, python-patterns, react-patterns, red-team-tactics, seo-fundamentals, server-management, tailwind-patterns, tdd-workflow, typescript-expert, vulnerability-scanner - Updated README: skill count 179 → 223 - Added credit for vudovn/antigravity-kit (MIT License) Source: https://github.com/vudovn/antigravity-kit
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Context Discovery
Before suggesting any architecture, gather context.
Question Hierarchy (Ask User FIRST)
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Scale
- How many users? (10, 1K, 100K, 1M+)
- Data volume? (MB, GB, TB)
- Transaction rate? (per second/minute)
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Team
- Solo developer or team?
- Team size and expertise?
- Distributed or co-located?
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Timeline
- MVP/Prototype or long-term product?
- Time to market pressure?
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Domain
- CRUD-heavy or business logic complex?
- Real-time requirements?
- Compliance/regulations?
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Constraints
- Budget limitations?
- Legacy systems to integrate?
- Technology stack preferences?
Project Classification Matrix
MVP SaaS Enterprise
┌─────────────────────────────────────────────────────────────┐
│ Scale │ <1K │ 1K-100K │ 100K+ │
│ Team │ Solo │ 2-10 │ 10+ │
│ Timeline │ Fast (weeks) │ Medium (months)│ Long (years)│
│ Architecture │ Simple │ Modular │ Distributed │
│ Patterns │ Minimal │ Selective │ Comprehensive│
│ Example │ Next.js API │ NestJS │ Microservices│
└─────────────────────────────────────────────────────────────┘