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Transform abstract requirements into technical specifications
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | requirements-enrichment |
| description | Transform abstract requirements into technical specifications |
| tier_tokens | {"minimal":100,"standard":250,"full":500} |
Transform abstract, business-level requirements into detailed technical specifications.
Abstract requirement like:
{"id": "REQ-001", "title": "GPS-Integration", "text": "Kontinuierliche Positionsübermittlung"}
Enriched requirement with tech specs:
{
"id": "REQ-001",
"title": "GPS-Integration",
"tech_spec": {
"database": {"type": "PostgreSQL", "tables": ["positions"], "extension": "PostGIS"},
"api": {"type": "REST+WebSocket", "endpoints": ["POST /positions", "WS /stream"]},
"frontend": {"components": ["MapView"], "libraries": ["mapbox-gl"]}
}
}
| Keyword | Database Need |
|---|---|
| track, monitor, log | Time-series table with timestamps |
| location, GPS, position | Geo table with PostGIS |
| history, audit | Versioned table or audit log |
| search, filter | Indexed columns |
| relate, link | Foreign key relation |
| Keyword | API Need |
|---|---|
| real-time, live, stream | WebSocket endpoint |
| list, search, filter | GET with query params |
| create, add, submit | POST endpoint |
| update, edit, modify | PUT/PATCH endpoint |
| delete, remove | DELETE endpoint |
| upload, attach | multipart/form-data |
| Keyword | Frontend Need |
|---|---|
| map, location | MapView + mapbox-gl |
| chart, graph, analytics | Dashboard + recharts |
| form, input, submit | Form component + validation |
| list, table, grid | DataTable component |
| upload, attach | FileUpload component |
When a requirement mentions multiple entities:
For live/streaming features:
For location-based features:
Design REST/WebSocket API contracts with TypeScript types
Generate REST APIs from TypeScript contracts with CRUD operations
Implements authentication (JWT, OAuth2) and authorization (RBAC) from requirements
Review quality of generated code. Checks for empty files, broken imports, missing modules, duplicate code, TypeScript errors, and rates overall quality. Identifies files that need regeneration.
Quick health check of all Coding Engine infrastructure. Checks containers, DB connectivity, API endpoints, Discord bot, sandbox preview, LLM API keys, and generation process. Takes 15 seconds.
Diagnoses pipeline problems and outputs actionable fix commands. Combines insights from status-report, code-quality, task-audit, and health-check into concrete recommendations with copy-paste-ready commands. Answers "what should I do next?" and "why is generation stuck?"