Native macOS agentic code-search — extract, clean, and translate code from visual sources using on-device AI.
Kesit captures your screen, extracts code using Apple Vision OCR, cleans it with a local LLM, and lets you transform it with agentic "Skills." No data ever leaves your Mac.
Screen Capture → OCR (Vision) → LLM Cleanup → Agent Skills
- Capture — select a code region via a global hotkey (
⌥ Space), multi-region capture, or paste from clipboard - Extract — recognise code text using Apple Vision (
VNRecognizeTextRequest) - Refine — diff-resolution preprocessing, then an on-device LLM "Janitor" cleans OCR artifacts, fixes indentation, ensures syntax validity
- Transform — apply agentic Skills: "Translate to Swift 6", "Add documentation", "Explain code"
- 100% On-Device — no cloud calls, no telemetry on your screen content
- Apple Intelligence — leverages FoundationModels for code cleanup and transformation (graceful fallback on older systems)
- Global Lasso —
⌥ Spacetriggers a floating selection overlay anywhere on screen - Agentic Skills — prompt-based transformations: translate languages, add documentation, reformat as Markdown — all running locally
- Language Detection — auto-detects 17 programming languages with confidence scores; Swift validated via SwiftSyntax
- OCR Diff View — side-by-side comparison showing exactly what the LLM Janitor fixed
| Minimum | |
|---|---|
| macOS | 15.0+ (Sequoia) |
| Apple Intelligence | macOS 26+ (optional — deterministic fallback on older systems) |
Built for macOS by Alp Ozcan.


