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kesit

Native macOS agentic code-search — extract, clean, and translate code from visual sources using on-device AI.

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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.

How it works

Screen Capture  →  OCR (Vision)  →  LLM Cleanup  →  Agent Skills
  1. Capture — select a code region via a global hotkey (⌥ Space), multi-region capture, or paste from clipboard
  2. Extract — recognise code text using Apple Vision (VNRecognizeTextRequest)
  3. Refine — diff-resolution preprocessing, then an on-device LLM "Janitor" cleans OCR artifacts, fixes indentation, ensures syntax validity
  4. Transform — apply agentic Skills: "Translate to Swift 6", "Add documentation", "Explain code"

Features

  • 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⌥ Space triggers 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

Requirements

Minimum
macOS 15.0+ (Sequoia)
Apple Intelligence macOS 26+ (optional — deterministic fallback on older systems)

Download

🍎 Mac App Store


Built for macOS by Alp Ozcan.

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