Complete
You reached the end and produced enough evidence to evaluate the attempt.
The GuitarGod Method
A good take is evidence. Not a permanent verdict.
The Method turns aspiration into attempts, attempts into measured evidence, and evidence into the next bounded drill—without confusing activity, completion, and mastery.
Streaks and XP can motivate. They never substitute for capability evidence.
Three different states
Complete ≠ Clean ≠ Mastered
Collapsing these states creates false progress. GuitarGod keeps each transition explicit and evidence-backed.
Clean
The take met the current pitch and timing contract at the attempted tempo.
Mastered
Clean evidence survives spaced re-tests, context changes, and time—not one good run.
The practice cycle
Desire → Attempt → Analyze → Train → Perform → Expand
The cycle starts with a musical intent and ends only when improved capability transfers back into music. Analysis exists to shorten the path between those points.
Desire
Choose a musical outcome: a song, riff, technique, score, or re-test.
Attempt
Play against a bounded target and preserve the original dry take.
Analyze
Separate pitch, timing, confidence, tempo, and transition evidence.
Train
Route the most useful corrective drill from the measured blocker.
Perform
Return to musical context and test whether the fix transfers.
Expand
Raise tempo, complexity, duration, or context only after evidence supports it.
Retention over streaks
Tomorrow’s evidence matters more than today’s animation.
Skills become due, decay when evidence ages, and return for spaced re-testing. Progress Analytics keeps tempo ceilings, chord-change latency, scale fluency, retention, and recurring blockers tied to actual takes.
- Recommendations cite the evidence that caused them
- Tempo increases are earned by clean performance
- Confidence-ranked interpretation never becomes false certainty
Honest interpretation
The expected lesson is ground truth. Free play is an estimate.
Lesson-aware scoring can compare a take to explicit expected events. Free-play transcription and chord interpretation cannot recover every physical detail, so GuitarGod carries confidence and asks for review where evidence is ambiguous.