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elekcsv

VERIFIEDSiteGitHub
COMMUNITYCLASSIC
Headless CSV Ingestion Engine · Solo Developer·Architect: Kayra
K
Kayra@kayra61bVerified Maintainer

Submitted and verified architecture maintainer

PROJECT DETAILS

elekcsv is a headless, locale-aware CSV data ingestion and validation library that unifies parsing, fuzzy column mapping, and validation into a single pass for browser and Node data imports.

ARCHITECTURAL RATIONALE

High-performance, headless, locale-aware CSV data ingestion and validation toolkit. Unifies parsing, fuzzy column mapping, and validation into a single pass. Compiles schemas into optimized raw V8 JavaScript functions (new Function()) and utilizes dense bitmasks for O(1) cell error lookups, eliminating Garbage Collector (GC) thrashing on 100k+ row browser imports.

Your AI Scaffolding Prompt

Paste this into Claude, Cursor, or any AI coding agent to scaffold a production-ready clone of elekcsv's architecture in minutes.

use-this-stack.md
# MISSION: Scaffold "elekcsv" Production Architecture
You are an expert Senior Staff Software Architect and Full-Stack Engineer. Your mission is to scaffold and implement a production-grade, highly reliable, and modular codebase following the proven architecture of **elekcsv**.
---
## 1. PROJECT SPECIFICATIONS & BENCHMARK
- **Reference Architecture**: elekcsv
- **What It Does**: elekcsv is a headless, locale-aware CSV data ingestion and validation library that unifies parsing, fuzzy column mapping, and validation into a single pass for browser and Node data imports.
- **Domain & Category**: Headless CSV Ingestion Engine
- **Production Scale**: Solo Developer
- **Development Mode**: CLASSIC
- **Architectural Rationale**: High-performance, headless, locale-aware CSV data ingestion and validation toolkit. Unifies parsing, fuzzy column mapping, and validation into a single pass. Compiles schemas into optimized raw V8 JavaScript functions (new Function()) and utilizes dense bitmasks for O(1) cell error lookups, eliminating Garbage Collector (GC) thrashing on 100k+ row browser imports.
- **Live Website Reference**: https://github.com/k61b/elekcsv
- **Source Repository**: https://github.com/k61b/elekcsv
---
## 2. PRODUCTION TECH STACK
- **Full Stack Array**: TypeScript, Compiled V8 Validators, Zero-Allocation Memory Model, Bitmap Error Indexing, Fuzzy Levenshtein Column Mapping, React Hook
- **Frontend Layer**: React Hook
---
## 3. NON-NEGOTIABLE ARCHITECTURAL GUARDRAILS
1. **Monorepo & Modular Separation**:
   - Structure as a Turborepo monorepo with strict package boundaries:
     - `apps/web`: Application UI, routing, layouts, and server endpoints.
     - `packages/ui`: Shared design tokens, CSS variables, and Radix UI primitive components.
     - `packages/db`: Database schemas, client singleton, declarative migrations, and seed scripts.
     - `packages/config`: Shared TypeScript, ESLint, and build configurations.
2. **Strict Type Safety & Zero `any` Policy**:
   - Enable `strict: true`, `noImplicitAny: true`, and `strictNullChecks: true`.
   - Validate ALL external inputs, API request bodies, and query parameters with **Zod** schemas before execution.
3. **Frontend & Rendering Guidelines**:
   - Isolate interactive UI state to leaf components. Keep core pages lightweight and performant.
4. **Design System & Aesthetics**:
   - Implement a sleek, dark-mode first design palette (`#0e0e0f` main background, `#141416` cards, `#28292e` borders, warm amber `#e0791f` accent).
   - Use crisp 1px borders and subtle 1px offset depth shadows (`0 1px 0 rgba(0, 0, 0, 0.5)`). Never use blurry default Tailwind shadows.
   - Clean typography using `IBM Plex Sans` for body/headings and `IBM Plex Mono` for tags, badges, metrics, and code snippets.
5. **Data Layer & Reliability**:
   - Write declarative schema definitions with foreign keys, composite indexes on queried filters, and automated timestamp triggers.
   - Use connection pooling and prepared statements for serverless database execution.
---
## 4. STEP-BY-STEP SCAFFOLDING ROADMAP
- **Phase 1: Workspace & Root Config**: Initialize package manager, monorepo configuration (`turbo.json`, `tsconfig.base.json`, `package.json`).
- **Phase 2: Database Schema & Client**: Set up database client, connection pool, Drizzle/PostgreSQL models, and migration scripts.
- **Phase 3: Design Tokens & UI Primitives**: Build accessible `Button`, `Input`, `Card`, `Badge`, and layout wrappers inside `packages/ui`.
- **Phase 4: Core Application Routes & Handlers**: Implement primary authentication, user session handling, and application routes.
- **Phase 5: Quality Assurance & Build Verification**: Run `tsc --noEmit`, ESLint, Prettier, and smoke test suites to ensure zero compilation or runtime errors.
---
## 5. EXECUTION INSTRUCTIONS
1. Review all specifications, architectural guardrails, and stack choices above.
2. Present the full monorepo directory tree structure.
3. Systematically generate the complete, production-ready codebase according to the 5-phase roadmap above — starting with the root workspace setup, followed by the database schema, UI design system package, and full-stack application routes until the repository is fully scaffolded and ready to run.
12PROMPT COPIED
5SUCCESSFUL LAUNCHES
100%SUCCESS RATE
Used this prompt?
"Scaffolded" counts developers who copied the prompt. 5 of 5 reported a verified launch.
RELIABILITY
1 yearTIME RUNNING
Sep 2, 2026LAST VERIFIED
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