Files
antigravity-skills-reference/skills/architecture/context-discovery.md
sck_0 4e8e5069fa feat: add 33 skills from vudovn/antigravity-kit
- 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
2026-01-20 08:51:02 +01:00

1.6 KiB

Context Discovery

Before suggesting any architecture, gather context.

Question Hierarchy (Ask User FIRST)

  1. Scale

    • How many users? (10, 1K, 100K, 1M+)
    • Data volume? (MB, GB, TB)
    • Transaction rate? (per second/minute)
  2. Team

    • Solo developer or team?
    • Team size and expertise?
    • Distributed or co-located?
  3. Timeline

    • MVP/Prototype or long-term product?
    • Time to market pressure?
  4. Domain

    • CRUD-heavy or business logic complex?
    • Real-time requirements?
    • Compliance/regulations?
  5. 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│
└─────────────────────────────────────────────────────────────┘