Juniqorn - Sell Project

Update: The Ollama backend is now integrated. This was originally my last update. Chemotherapy has started and I'm not taking it well. Feel free to still reach out to me though. heres a video demonstrating why juniqorn doesnt have to hide from the big players...coding claudecode level and a built in ai driven coding enviroment: https://youtu.be/Oz6VRPwcSBI at the end of this wall of text is another videolink showing juniqorn creating and editing a project from scratch from just 1 prompt 🔥 JUNIQORN v0.10 – THE LAYER OS 🔥 "My AI wrote custom firmware for my router. In 5 minutes. Just because I asked." 💎 WHAT IS JUNIQORN? JUNIQORN is not an IDE. It's not a chatbot. It's not a tool. JUNIQORN is a Layer OS. A living, breathing operating system layer between you and your Windows PC – controlled entirely by natural language. You chat. It does. Everything. 🧠 WHAT CAN IT DO? You say...JUNIQORN does... "My PC is slow." Analyzes your hardware, tweaks registry, power plans, services – optimizes Windows to YOUR specific CPU, GPU, and RAM. "I need driver updates." Downloads and installs them. Automatically. "I need a Linux VM." Asks: "Terminal or GUI?" You say "BOTH" . Wait 5 minutes. Done. "Streaming is lagging." Couldn't find the issue. So it wrote new custom firmware for my router . Now everything runs perfectly. "Teach my dad trading." My 64-year-old father, who has zero PC knowledge, now uses JUNIQORN daily for market analysis. He takes notes. By hand. Because he's learning. "I need C++ support." Installs compilers, libraries, build systems, and a Python/C++ hybrid bridge. All by itself. "Here are 200 tasks." Copies them all. Ctrl+Enter. Popcorn. Watches JUNIQORN execute everything autonomously – with live visualizations of what it did, is doing, and will do next. 🔥 THE NUMBERS MetricValue Development Time 500+ hours Lines of Code 50,000+ Built-in Tools 100+ RAM Required Just 32 GB VRAM Required Just 12 GB Platform Windows (works on ANY modern PC) License 100% Commercial Clean 🎯 KEY FEATURES – v0.10 Modern UI (customtkinter): Dark mode with rounded corners and glass effects Professional VS Code/JetBrains-style interface 4 themes: dark, light, midnight, nord Live dashboard with real-time CPU/RAM/DISK/NET metrics Edit Mode v2 – VS Code in a Window: File Explorer Panel – browse files, search, right-click context menu Diff Preview Panel – unified diff with before/after side-by-side Edit Plan Panel – track planned changes with checkboxes Undo/Redo Stack – per-file history, revert any change Smart Edit – Levenshtein fuzzy matching (85% threshold) – no more "exact string not found" errors Git Integration – init repo, commit, status, diff, and backup Project Context & Auto-Index: Auto-detects project type (Python, JavaScript, Rust, Go) Builds a searchable index of symbols, imports, and files Semantic search across your entire codebase LLM-ready context injection into system prompt Unified Memory System (3 Levels): Level 1: Short-term ring buffer (recent memories) Level 2: Semantic keyword search with scoring Level 3: Categorized storage (general/project/notes/tasks) Backward compatible with old cascaded memory 100+ Built-in Tools: File system (read/write/copy/move/delete/directory tree) Terminal (execute commands with root access) Python execution (interactive with auto-slideshow visualizations) Network (port scan, DNS lookup, web search, fetch URL) Memory (remember/recall, cascaded memory) Vision (analyze images, take screenshots with multi-monitor support) Financial (stock data, market analysis, trading signals) System (process details, kill process, system load) Security (secrets scanner, audit log, blockchain-like audit trail) RBAC (role-based access control) Document Scanner: Incremental file scanning (one file at a time – no context overflow!) SQLite database index 30+ file types supported (Python, JS, C++, Go, Rust, PDF, Excel, etc.) Full database viewer with search and export Self-Modification Sandbox: Copy, edit, test, diff, and apply changes to Juniqorn's own source code Restricted builtins for safe testing (no open/import/eval/exec) Lazy reload – changes apply without restart Live Dashboard & Performance: Real-time CPU, RAM, disk, and network metrics LLM token usage and cost tracking System uptime and process count Per-core CPU utilization Financial & Trading: Yahoo Finance integration (stock data, summaries, trend analysis) Candlestick, line, and bar charts SMA (7/25/50), RSI (14), volume signals Buy/Hold/Sell signals with confidence scores Auto-generated financial dashboards (HTML) And so much more: Auto-heal system (detects and kills hanging processes) Log stream integration (syslog, journalctl, Windows Event Log) Config validator (YAML/JSON/TOML) Resource guardian (CPU/RAM limits) Mock server (intercept HTTP requests) Code coverage analyzer A/B testing for prompts Plugin system (load and write your own .phx plugins) Chat history saved to SQLite Prompt history save/load 3D and 2.5D chart visualizations R...