CVSmia
Make every CV more relevant with smart support in one workflow.
CVSmia shows what to highlight, remove, or rewrite for each role. You can bring in CV content from files or GitHub, get concrete validation fixes, and see the next recommended step directly in the app.
Matches
Finds overlap and gaps between your CV and the job requirements.
Analyzes
Prioritizes skills, experience, and keywords for the role.
Suggests
Gives concrete suggestions you can use directly in your CV.
Export
Export to PDF and multiple HR formats.
Why CVSmia
Built to make CV tailoring more relevant, faster, and more precise than manual editing alone.
Focused on the actual role
CVSmia starts from the specific job posting you want, not just a generic CV template.
Concrete suggestions
You get clear guidance on what to highlight, tighten, or rewrite before you apply.
Content over decoration
The tool helps you prioritize relevance, requirement match, and clarity instead of only appearance.
One connected workflow
Import, matching, validation, and export are connected in one process that is easy to follow.
Getting started
Three steps from download to your first tailored CV.
System requirements
- Windows 10 or newer
- .NET 10 Runtime installed
- Can be tested on Mac by running Windows in Parallels Desktop or a similar virtualization tool
You can download .NET from Microsoft's official website.
- Download CVSmia from the Download section.
- Extract the ZIP file to a folder of your choice, for example
C:\CVSmia. - Launch the program with
CVSmia.exe.
How it works
From an existing CV to a more relevant version for the role you want.
- Import your existing CV from a file or from GitHub.
- Select what matters most and build a tailored CV for the role you want.
- Use AI Assisted CV Manipulator if you want help rewriting or improving text with your own instructions.
- Export to PDF and attach to your application.
- Save the tailored CV for later use.
How matching works
- Reads the job posting and identifies requirements, keywords, and desired skills.
- Compares that with the content in your CV to find overlap and gaps.
- Prioritizes which points should be emphasized, expanded, or rewritten more clearly.
- Suggests improvements, but you decide what actually goes into the final CV.
Who it is for
Concrete situations where CVSmia helps people tailor their CV faster with stronger relevance and less manual rewriting.
Scenario 1
The student applying for a first job
Maria has limited work experience and is unsure what to highlight from studies and projects.
CVSmia helps her identify relevant skills and phrase them more clearly for the role she wants.
Scenario 2
The consultant who tailors a CV often
Jonas applies for new assignments regularly and needs a fast way to adjust content to different client requests.
CVSmia shows which experience and keywords should be prioritized for each assignment so he can avoid repetitive manual editing.
Scenario 3
The leader with too much experience in one document
Anne has held many roles and responsibilities, but her CV becomes too long and not focused enough for a specific position.
CVSmia helps her prioritize the results and experience that matter most for the current job posting.
Scenario 4
The career changer showing transferable experience
Thomas is moving from logistics to IT and needs help connecting earlier experience to new requirements and language.
CVSmia suggests which skills transfer well and how to describe them in a way that fits the new direction.
Scenario 5
The experienced professional cutting noise
Elin has many years of experience and too much content in her CV, but wants a sharper and easier-to-scan document.
CVSmia helps her remove less important details and elevate what actually strengthens the application.
What these scenarios have in common
The common need is faster prioritization, clearer wording, and better alignment between the CV and the role.
Features
Tools that support the full flow from import to finished CV.
Import
Bring in existing CV content from text, files, or GitHub directly in the app, including repo, branch, and file browsing.
Language understanding
Understands text and context to build a relevant starting point.
Matcher
Shows what is missing or should be highlighted more clearly in your CV and suggests the next step after each run.
Validation
Acts as a correction assistant and suggests concrete fixes for common JSON Resume issues.
AI Assisted CV Manipulator
Rewrite CV text with your own instructions and compare the original with the new version side by side.
Export
Save a finished CV in a format that is easy to share.
Supported formats
The most important formats you can bring into the workflow and use further in the process.
| Format | Use | Why it matters |
|---|---|---|
| Text | Import | Fast way to paste existing CV content or drafts. |
| File import | Import | Lets you bring in existing CV data without starting from scratch. |
| GitHub | Import | Useful when your CV content already lives in a repo or a version-controlled workflow. |
| Export | Easy to share in the application process and suitable for attachments. | |
| JSON Resume | Validation and export flow | Provides structured data useful for standardization, quality checks, and further processing. |
More than a CV generator
CVSmia is built to improve the relevance of the content, not just produce a polished template.
| Generic CV tools | CVSmia |
|---|---|
| Often focus on layout and template selection. | Focuses on content, relevance, and what the role actually requires. |
| The user often has to interpret the job posting and do the tailoring manually. | Matches the CV against the posting and shows what should be emphasized or improved. |
| Rarely provide concrete guidance about gaps or prioritization. | Provides concrete suggestions about what is missing, unclear, or should be written more clearly. |
| Often have limited support for structured quality checks. | Combines matching, validation, AI support, and export in one workflow. |
Data security and privacy
Built for safe handling of CV data and controlled AI usage.
You stay in control
You decide how AI is used and keep control of your access.
Local storage
Keys are stored encrypted locally per user and are not shared in plain text.
Optional local telemetry
Startup and license events can be logged locally when needed, without raw customer or license identifiers by default.
Technology behind CVSmia
A short explanation of how CVSmia analyzes content and suggests improvements.
Text understanding
CVSmia reads both the CV and the job posting as text, identifies requirements, concepts, and context, and builds a better starting point for tailoring.
High-level matching
The tool compares the content, shows what already matches, what is missing, and which parts should be prioritized for the role you want.
Control stays with you
AI is used to suggest, structure, and improve. You decide what stays, what changes, and what is removed before you export the final CV.
Usage in numbers
A quick view of real product usage.
This value updates automatically based on website download counters.
Changelog
The most important improvements from recent releases.
- Paid licenses can now be verified against SentinelCore on startup, with a local lease cache for controlled offline support.
- The same SentinelCore verification is also used when a paid license is installed or reloaded in the app.
- Validation now suggests concrete fixes for common JSON Resume issues.
- The status bar now guides you from import to matching, validation, preview, and export.
Read from GitHubnow uses a repo browser instead of manual URL pasting.- GitHub access is stored encrypted per user, and menu items stay disabled until the setup is complete.
- The export list now shows only formats that are actually implemented in the app.
Download
Download the latest Windows version and get started quickly.
Ready to download
v0.0.0-beta.219
CVSmia-0.0.0-beta.219-win-x64.zip
Install in under a minute
- Download the ZIP.
- Extract to a folder.
- Run
CVSmia.exe. - Set up GitHub access in Settings if your CV content is stored there.
If you want to test CVSmia on a Mac, run Windows in Parallels Desktop or a similar virtualization tool and install CVSmia inside that Windows environment.
Need licensing or a demo? See license information, including the separate license for AI Assisted CV Manipulator.
For teams and developers
The most important technical and operational context for organizations evaluating CVSmia.
Team-ready workflow
Useful for consulting firms, career advisors, and recruitment environments that need repeatable quality.
Technical foundation
Built in C# (.NET 10) with modular architecture, JsonNode, and typed models for flexible data handling.
Extendable delivery
Validation against the jsonresume schema, version management through VERSION, and CI/CD with GitHub Actions.
Support and resources
Related tools and support channels collected in one place.
Karemo and issue reporting
Use Karemo to manage follow-up during the job application process, and GitHub Issues to report bugs or product suggestions.
Contact
If you have questions about demos, licensing, or how to use CVSmia, contact us directly.
Privacy and terms
CVSmia is used to analyze CV content against a job posting and generate improvement suggestions. You decide which data to enter and which suggestions to keep.
Keys are stored encrypted locally per user. If you have questions about data handling or want insight into what is stored in your setup, contact us. The service is delivered as a professional support tool, and you remain responsible for the content you submit in your application process.
About
CVSmia is developed by Solsem Consulting to make CV tailoring more precise, faster, and more practical for job seekers, consultants, and professional teams.
The goal is to combine relevant text analysis with a workflow that improves decision support without adding unnecessary complexity.
GitHub
If you want to follow website development or see how the project is maintained and published, the source is available on GitHub.