Overview

CVSmia is a Windows Forms application for loading, tailoring, validating and AI-assisted processing of resumes based on the jsonresume format.

Key features:

• Load source data from file, GitHub, or supported import modules.
• Build a tailored resume by selecting content from source data into a separate target tree.
• Validate JSON against the configured jsonresume schema before saving or exporting.
• Preview the result in the built-in viewer.
• Use dedicated modules such as AI-Customizer, AI Assisted CV Manipulator, JsonResumeConverter, Matcher, Cognitive, and Validation.
• Control AI behavior through shared settings and module-specific prompts and presets.

Core concepts:

• Source data: the left-side input, either as tree data or raw text depending on module.
• Tailored resume: the edited or selected result you want to save, export, preview, or refine.
• Validation: schema-based feedback and correction flow for invalid JSON.
• AI modules: optional licensed modules that either restructure, rewrite, or transform source content.

Module overview:

• Customizer: build a tailored resume manually from structured source data.
• AI-Customizer: select relevant content against a job ad with AI support.
• AI Assistert CV Manipulator: send source text plus an instruction to the configured AI model and inspect the result side by side. The module requires its own paid license.
• JsonResumeConverter: convert raw text into jsonresume with AI-first flow and local fallback.
• Matcher: compare resume data with a job description.
• Cognitive: get language suggestions and rewrites.
• Validation: inspect and fix schema errors.

Diagram: