Guitoro sits in a category that has been overwhelmingly terrible for decades: browser-based instrument simulators. The Google Guitar Doodle was a charming toy. Most imitators are worse — single-click chord pads or Flash-era string diagrams with MIDI tones. Guitoro's pitch is that it takes the concept seriously enough to be usable as a practice and learning tool, not just a novelty. Four instruments, real recorded samples, 15 chords per key, 51 songs with stroke-by-stroke playback at variable speed. That's a real feature set. The keyboard mapping is where the design ambition lives. Left hand holds chords on letter keys, right hand strums with H and J — a spatial metaphor for actual two-hand guitar playing. Solo mode maps keyboard rows to strings and columns to frets, with bends and vibrato on arrow keys. Touch interfaces get swipe-based strumming with multi-finger support. This isn't a MIDI keyboard with a guitar skin; it's an attempt to preserve the physical logic of the instrument inside a completely different input device. The learning mode is the strongest case for the tool's existence. Slowing a song to 20% while watching per-string highlighting, pick direction indicators, and finger-position overlays on the neck solves a genuine problem that video lessons handle poorly: you can't see which strings a fast strumming hand actually hits in a YouTube tutorial. The song-follow mode that waits at each chord change adds a self-paced dimension that most chord-chart apps lack. The sample library — steel-string acoustic, nylon classical, solid-body electric with presets from Clean to Metal, and four-string bass — is ambitious for a zero-install browser app. Amp and effects processing (overdrive, distortion, fuzz, reverb, delay) on the electric pushes it past toy territory. Recording up to 10 minutes with export to WAV is a genuine compositional feature. Ten tunings including DADGAD and open tunings, capo support, and left-handed mode round out a surprisingly complete spec sheet. The songwriting and chord-testing features — paste chords from a chord site, loop them with backing band, record the result — position Guitoro as a lightweight sketchpad for ideas. The 15 drum styles and 25 bass lines behind the backing band are modest but functional. For a singer or keyboard player who needs to hear how a guitar chord progression actually voices, this is genuinely useful without requiring them to learn the instrument. Limitations are inherent to the medium. No browser tool replicates the tactile feedback of strings under fingers, the micro-dynamics of pick attack, or the muscle memory that makes guitar playing physical. The 51-song library is curated but finite. The keyboard-as-guitar metaphor is clever but adds its own learning curve — you're learning a control scheme, not a guitar. For actual beginners, this might teach chord shapes and strum patterns effectively, but it won't build the calluses or hand strength that real playing requires. What Guitoro achieves is rare for a free browser tool: it treats the guitar as a played instrument with real physical logic rather than as a button grid that makes sounds. The recording, the variable-speed playback, the stroke-by-stroke visualization — these are features that respect the user's time and intention. It won't replace a guitar or a good teacher, but it fills a genuine gap between 'clicking a chord name on Ultimate Guitar' and 'picking up the instrument.'