https://github.com/dbakuntsev/simply.job-application
AI-powered resume tailoring and cover letter generation that runs entirely in your browser. Paste a job description, upload your resume, get a match score with ATS keyword suggestions, then generate a tailored DOCX resume and cover letter - all via your own OpenAI API key. No server. No data leaves your browser.
https://github.com/dbakuntsev/simply.job-application
blazor csharp job-description job-matching-ai job-search openai resume resume-creator
Last synced: 2 months ago
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AI-powered resume tailoring and cover letter generation that runs entirely in your browser. Paste a job description, upload your resume, get a match score with ATS keyword suggestions, then generate a tailored DOCX resume and cover letter - all via your own OpenAI API key. No server. No data leaves your browser.
- Host: GitHub
- URL: https://github.com/dbakuntsev/simply.job-application
- Owner: dbakuntsev
- License: mit
- Created: 2026-03-26T06:21:41.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2026-04-21T20:25:43.000Z (2 months ago)
- Last Synced: 2026-04-21T22:30:15.184Z (2 months ago)
- Topics: blazor, csharp, job-description, job-matching-ai, job-search, openai, resume, resume-creator
- Language: HTML
- Homepage: https://dbakuntsev.github.io/simply.job-application/
- Size: 265 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Simply Opportunity Tracker
A browser-based opportunity management system for structured searches in any sector — jobs, academic positions, contracts, government roles, and more. Track organizations, contacts, and opportunities through every stage of the process. When you are ready to apply, generate tailored application materials using your own AI API key — entirely in your browser, with no data leaving your device.
**[Live Demo](https://dbakuntsev.github.io/simply.job-application/)** · **[Sponsor on GitHub](https://github.com/sponsors/dbakuntsev)**
---
## Overview
Simply Opportunity Tracker combines a full opportunity pipeline with an AI-powered Evaluate & Generate workflow:
- **Pipeline management** — Organizations → Contacts → Opportunities → Correspondence, tracked from first contact to final decision.
- **Evaluate & Generate** — Score your fit against any role, identify strengths and gaps, then generate a tailored resume, cover letter, and why-apply summary.
- **Ad-hoc mode** — Use Evaluate & Generate as a standalone tool without creating organization or opportunity records first.
All data is stored in your browser's IndexedDB. The only external calls are to your chosen AI provider using your own key.
---
## Features
### Opportunity Pipeline
- Organizations with contacts, industry, size, website, and LinkedIn
- Opportunities with stage tracking (Open → Applied → Interview → Offer → Accepted, and more), role description, work arrangement, compensation range, and required / preferred qualifications
- AI-powered qualification extraction from role descriptions
- Full change history per opportunity (every edit recorded with old values)
- Correspondence log per opportunity: emails, phone calls, video calls, interviews, resume submissions, and more — with file attachments and contact associations
### Evaluate & Generate
- Match score (Poor / Fair / Good / Excellent) with strengths, gaps, and ATS keyword suggestions
- Tailored resume exported as DOCX — hyperlinks and formatting preserved
- Two-paragraph cover letter (DOCX) and concise why-apply summary
- Pre-fill from a linked Opportunity, or run in ad-hoc mode with free-text input
- Session history retained indefinitely; browse all past sessions from the History page
### My Resumes
- Upload and manage named resumes with full version history
- Side-by-side diff viewer to compare any two versions
- Restore any prior version; auto-select latest version in Evaluate & Generate
### Data Integrity
- Optimistic locking with version conflict detection across browser tabs
- Cross-tab live updates via BroadcastChannel — all open tabs stay in sync
- Cascade deletes handled in single IndexedDB transactions
- Navigation guards on all edit forms — unsaved changes are never silently lost
### Privacy
- All data stored in browser IndexedDB only — nothing persisted server-side
- Configurable AI provider (currently only OpenAI is supported)
- API key stored in browser local storage only
---
## Getting Started
### Prerequisites
- An API key from a supported AI provider (e.g. [OpenAI](https://platform.openai.com/api-keys))
- A resume in DOCX format
### Using the Hosted Version
1. Open the [live demo](https://dbakuntsev.github.io/simply.job-application/)
2. Go to **Settings** and enter your AI provider API key
3. Go to **My Resumes** and upload your resume in DOCX format
4. Go to **Organizations**, add a target organization, and create an Opportunity
5. Open the Opportunity and click **Evaluate & Generate**
Or skip straight to **Evaluate & Generate** for a quick ad-hoc session.
### Running Locally
```bash
git clone https://github.com/dbakuntsev/simply.job-application.git
cd simply.job-application
dotnet run
```
Requires [.NET 8 SDK](https://dotnet.microsoft.com/download/dotnet/8.0).
---
## Privacy
| Data | Where it goes |
|------|---------------|
| Organizations, contacts, opportunities, correspondence | Browser IndexedDB only — never leaves your device |
| Resumes, evaluation results, generated files | Browser IndexedDB only |
| AI provider API key | Browser local storage only |
| AI prompts and resume content | Sent directly to your chosen AI provider using your key, subject to that provider's data policy |
---
## Tech Stack
- [Blazor WebAssembly](https://learn.microsoft.com/aspnet/core/blazor/) (.NET 8)
- [Bootstrap 5](https://getbootstrap.com/) with [Cosmo theme](https://bootswatch.com/cosmo/)
- [Radzen.Blazor](https://blazor.radzen.com/) — dropdowns, tags, markdown rendering
- [BlazorMonaco](https://github.com/serdarciplak/BlazorMonaco) — markdown editor and diff viewer
- [OpenAI Responses API](https://platform.openai.com/docs/api-reference/responses) with server-sent events streaming
- Browser IndexedDB for local persistence; BroadcastChannel for cross-tab sync; Web Locks for write serialization
- GitHub Actions for release packaging and GitHub Pages deployment
---
## Project Structure
```
Pages/
WelcomePage.razor Landing page (smart redirect for returning users)
OrganizationListPage.razor Organizations list with search
NewOrganizationPage.razor Add organization form
OrganizationDetailPage.razor Organization detail with contacts, opportunities, and sessions
AddOpportunityPage.razor Add opportunity form
OpportunityDetailPage.razor Opportunity detail with correspondence and E&G sessions
OpportunityListPage.razor Cross-organization opportunity report
EvaluateAndGeneratePage.razor AI match scoring and material generation
HistoryPage.razor Session history list
HistoryDetailPage.razor Session detail view
MyResumesPage.razor Resume library with version management
SettingsPage.razor API key, model, and storage configuration
Components/
MarkdownEditor.razor Monaco-based markdown editor
TagPicker.razor Select2-based tag picker for role labels
NavigationGuardModal.razor Unsaved-changes confirmation modal
ConflictAlertModal.razor Cross-tab version conflict alert
DeletionAlertModal.razor Remote deletion warning modal
ConfirmDeleteModal.razor Generic delete confirmation modal
ResumeDiffModal.razor Side-by-side DOCX diff viewer
Services/
IndexedDbService.cs All IndexedDB reads and writes
DataSyncService.cs BroadcastChannel cross-tab notifications
DocxService.cs DOCX ↔ Markdown extraction and generation
AppStartupService.cs DB migration, lookup seeding, startup checks
AI/
IAiProvider.cs Provider interface
OpenAi/OpenAiProvider.cs OpenAI implementation
```
---
## License
[MIT](LICENSE) © 2026 Dmitry Bakuntsev