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#009 · Prototype Development

Revenue & Cost Monitoring System for the Power Industry

To stand up a revenue-and-cost monitoring prototype for the power industry fast, a developer drove AVL Code with natural-language instructions — an end-to-end intelligent loop from XMind mind map to high-fidelity enterprise prototype.

Built with AVL Code + the Landi model

XMind ParsingPrototype GenerationPower IndustryECharts VisualizationNatural-Language Instruction

Overview

Working from the revenue-and-cost monitoring requirements of a power-industry customer, AVL Code and the Landi model parsed a 352KB XMind mind map into a functional structure tree and generated a high-fidelity HTML prototype — 15 pages, ECharts visualizations and an industrial-grade dark theme for the power sector, fully interactive straight from the browser — turning an unstructured requirements mind map into a clickable, demo-ready enterprise prototype.

Key results

  • Parsed the 352KB XMind mind map into a structure tree of 5 top-level modules and 80+ feature nodes
  • Generated a high-fidelity HTML prototype spanning 15 functional pages across 7 deliverable files
  • Completed the flow in about 12 minutes, passing all 14 automated tests with zero ruff / semgrep findings
  • Achieved a 100–200x efficiency gain over manual development

Technical highlights

Deep XMind parsing engineAutomatic high-fidelity prototype generationClosed-loop self-check quality gateIntelligent mock-data generationIndustrial-grade power-sector UI themeZero-backend SPA architecture

Practical value

Turns unstructured power-industry requirements (XMind) into an interactive prototype in minutes, drastically shortening requirement-validation and prototyping cycles — helping power enterprises validate business logic fast, accelerate digital transformation, and hand later development an accurate blueprint.

Artifacts

View session Download session import into your workspace for full detail View prototype View report

Session replays & reports are original records in Simplified Chinese · Built with AVL Code + the Landi model