Skill Development Accelerator
Builds a personalized, milestone-based learning plan to master any skill efficiently through deliberate practice.
Example run
Generated by Claude Opus 5.5 on September 23, 2026
Inputs used
- Skill to master
- Jazz piano improvisation
- Current skill level
- Intermediate classical pianist (Grade 7 RCM-equivalent, ~12 years of classical training, sight-reads well) but almost total beginner at improvising — I can play written jazz standards but freeze up the moment I have to solo over changes.
- Time commitment, e.g. 5 hours/week
- 6 hours/week, split across 4 sessions (roughly Mon/Wed evenings 45 min, Sat 2 hours, Sun 1.5 hours)
- Specific goal and deadline
- Be able to comfortably comp and take a confident 2-chorus solo over standards like "Autumn Leaves," "Blue Bossa," and "All the Things You Are" at my local jazz jam (Bluewater Jazz Society, Tuesday jams) by March 15, 2027
- Preferred learning style
- Hands-on and ear-first: I learn best by imitating recordings, playing along, and getting corrected in the moment rather than reading dense theory text. I also like short structured video lessons (10-20 min) I can immediately apply at the keyboard, plus occasional live feedback from a real teacher.
- Known obstacles
- 1) Strong fear of hitting "wrong" notes in front of others, which makes me freeze during improvisation. 2) Weak ear training — I can't yet reliably identify chord qualities (maj7 vs dom7 vs min7) by ear or transcribe simple licks. 3) Past struggles: bought a jazz theory book two years ago and quit after three chapters because it felt disconnected from actually playing; also tend to over-practice scales in isolation without applying them musically.
Jazz Piano Improvisation Plan: From "Freeze" to a 2-Chorus Solo by March 15, 2027
No clarifying questions are needed. Three assumptions I'm making, which you can correct:
- You have a keyboard at home and a phone for recording.
- The Tuesday jam uses standard lead-sheet keys: Autumn Leaves in G minor/B♭, Blue Bossa in C minor, All the Things You Are in A♭.
- Your listed sessions add up to 5 hours, not 6. I use the missing hour as 5 × 12-minute ear micro-sessions, which also gives you spaced repetition where you need it most.
Timeline: About 25 weeks (Sept 28, 2026 to March 15, 2027), which is roughly 150 hours. That is tight but realistic, because your hands and reading are already there.
1. Diagnostic
Your assets (don't underrate these)
- 12 years of technique. Execution won't be the bottleneck.
- Strong reading. You can learn voicings and transcriptions from notation fast.
- You already know the three tunes as written. The harmony is in your fingers, just not in your ears or your choices.
The real bottlenecks, in order of leverage
| # | Gap | Why it's high-leverage |
|---|---|---|
| 1 | Ear–hand link. You can't hear chord quality or sing-then-play a line. | Improvising is playing what you hear. Without this, you default to scales, which is your known trap. |
| 2 | Harmonic "map" in real time. Knowing where you are in the form without reading. | Freezing is often being lost in the form, not fear alone. |
| 3 | Jazz rhythm and feel. Swing eighths, anticipations, space. | A simple line with good time sounds like jazz. A clever line with classical rhythm doesn't. |
| 4 | Wrong-note tolerance. Classical training rewards zero errors. | This needs a direct exposure plan, not willpower. |
| 5 | Vocabulary. You have no licks or phrases of your own yet. | Imitation comes first. Your ear-first preference is exactly right for this. |
Prerequisite gaps to close in weeks 1–4
- Hearing maj7 / dom7 / min7 / m7♭5 as separate sounds.
- Playing shell voicings (root + 3rd + 7th) for any ii–V–I without thinking.
- Basic swing feel, with the metronome on beats 2 and 4.
What to skip entirely: modes-as-theory, bebop scale rules, reharmonization, and block chords. None of these is needed for your March target.
2. Milestone Roadmap
| Stage | Weeks (dates) | Key concepts | Success criterion: "You can now…" |
|---|---|---|---|
| 1. Ears & Shells | 1–4 (Sep 28 – Oct 25) | Chord-quality recognition; shell voicings (1-3-7, 1-7-3); guide tones; swing on 2 & 4; singing roots | …identify maj7/dom7/min7 by ear at ≥85% over 20 random trials. You can also play shells through a ii–V–I in all 12 keys at ♩=100 with no stopping. |
| 2. Autumn Leaves | 5–9 (Oct 26 – Nov 29) | Major and minor ii–V–I; chord-tone soloing (1-3-5-7); guide-tone lines; call-and-response phrasing; leaving space | …comp shells + melody through Autumn Leaves at ♩=120 from memory. You can also solo 2 choruses using only chord tones + approach notes without stopping, even after mistakes. |
| 3. Blue Bossa + Rootless Voicings | 10–13 (Nov 30 – Dec 27, holiday-light) | Minor ii–V (m7♭5–7♭9–m); rootless A/B voicings; bossa comping rhythm; 3 transcribed licks | …comp Blue Bossa with rootless voicings in bossa rhythm at ♩=140. You can also solo 2 choruses using ≥2 transcribed licks placed on the right chords. |
| 4. All the Things You Are | 14–19 (Dec 28 – Feb 7) | Key centers moving by 4ths/3rds; enclosures; target-note soloing across key shifts; 4-bar phrasing; trading 4s | …play ATTYA from memory (head + comp + 2-chorus solo) at ♩=150 with iReal Pro. You never lose the form, and you can recover from any wrong note within one beat. |
| 5. Stage-Ready | 20–24 (Feb 8 – Mar 14) | Jam etiquette; count-offs; intros/endings; comping for others; performance under pressure | …have played at the Tuesday jam at least 3 times. At least one of those includes a full 2-chorus solo you rate ≥7/10 for confidence. |
Buffer: Stage 3 is deliberately lighter because of the holidays. If you fall behind, compress Stage 5 rather than skipping it. Live reps matter more than polish.
Jam exposure starts early, not at the end:
- Week 2: attend and just listen. Note the tunes called, the keys, how solos are handed off, and who's friendly.
- Week ~8: introduce yourself to the host and say you're aiming to sit in on Autumn Leaves.
- Week ~12: sit in to comp only, or play the head on Autumn Leaves.
3. Practice System
Weekly schedule template
| Day | Duration | Focus | Structure |
|---|---|---|---|
| Daily (Mon–Fri) | 12 min | Ear micro-session (spaced repetition) | 5 min chord-quality app → 4 min sing roots/guide tones over a track → 3 min sing-and-play one lick |
| Mon | 45 min | Vocabulary & keys | 5 warm-up (voicings in keys) → 25 lick/voicing drill through keys → 15 apply on the tune |
| Tue | — (optional) | Jam (Stage 1: observe; later: play) | Log 1 observation + fear rating |
| Wed | 45 min | Solo drill + record | 10 comping along with iReal → 25 targeted solo drill → 10 record 2 choruses and self-review |
| Sat | 120 min | Deep session: transcription + tune work | 10 warm-up → 40 transcription (ear → hands → notate optional) → 10 break → 45 tune (head, comp, solo drills) → 15 "performance run" (see below) |
| Sun | 90 min | Application + review | 15 review week's licks (spaced) → 45 play-along soloing, constraints-based → 20 wrong-note drill → 10 weekly scorecard |
Performance run (every Sat): Start the recording, count off, and play head + 2 choruses of solo + head out. No stopping for any reason. This is where you train not freezing.
Scale rule, to counter your old habit: any scale or pattern practiced in isolation for more than 5 minutes must be applied over a tune in the same session.
Drills by stage
Stage 1: Ears & Shells
- Quality ID ladder. Use an app for random maj7/dom7/min7.
- Progression: root position → inversions → rootless → identify chords inside a real recording (pause Autumn Leaves and name the chord).
- Shell ii–V–I around the circle. Left hand shells, right hand plays the root while you sing the 3rd.
- Progression: ♩=60 → 100 → then sing the 7th instead. Finally, the right hand plays guide tones (3→7→3) moving by the smallest step.
- Swing-feel imitation. Play a G major scale in swing eighths along with a recording, metronome on 2 & 4.
- Progression: accent the upbeats → ghost some notes → start phrases on the "and."
Stage 2: Autumn Leaves
- Chord-tone-only solo. Solo using only 1-3-5-7 of each chord, in quarter notes.
- Progression: quarters → eighths → add one chromatic approach note from below → play only 2 bars, then rest 2 bars (call and response).
- Guide-tone line → melody. Play a whole-note 3/7 line through the form, then decorate it into a melody.
- Progression: whole notes → half notes → decorate freely while still landing on the guide tone on beat 1.
- Sing-then-play. Sing a 2-bar phrase over the track, then play it back immediately.
- Progression: 1 bar → 2 bars → 4 bars. Then play while singing, Keith Jarrett style.
Stage 3: Blue Bossa
- Rootless voicing workout. A/B-form rootless voicings for major and minor ii–V–I in all 12 keys.
- Progression: blocked → in bossa rhythm → while your right hand plays the melody.
- Lick transplant. Take each transcribed lick and play it in 4 keys, then place it in the tune.
- Progression: same spot in the tune → a different spot → change its rhythm → change its ending.
- Rhythm-only solo. Pick 2–3 notes only and make the solo interesting purely through rhythm.
- Progression: 1 note → 3 notes → full chord tones, keeping the rhythmic variety.
Stage 4: All the Things You Are
- Target-note roadmap. Choose one target note per chord change and hit it on beat 1. The line between targets is free.
- Progression: roots → 3rds → 7ths/9ths → targets on beat 3 or the "and of 4."
- Enclosures. Approach each target with the note above + the note below.
- Progression: diatonic above + chromatic below → double chromatic → add them within eighth-note lines.
- Trading 4s with the recorder. Record 4 bars of comping + 4 bars of silence, alternating, then solo in the gaps.
- Progression: tempo up; then take your 4s from the end of your previous phrase.
Stage 5: Stage-Ready
- Distraction runs. Performance runs with the TV on, someone listening, or a video call running.
- Progression: alone → one person → livestream to a friend or group → jam.
- Cold starts. Pick a tune at random with a random tempo within 5 seconds, then count off and play.
- Comp for a soloist. Play along with a horn solo recording. Listen and leave space; don't overplay.
The fear drill (every Sunday, all stages)
Wrong-Note Recovery trains the move experienced players make instinctively:
- Every 4 bars, deliberately play one "wrong" note on a strong beat, then resolve it by half step to a chord tone.
- Progression: planned wrong notes → random wrong notes (roll a die for which bar) → repeat the wrong note intentionally, as if you meant it.
- Goal: your nervous system learns that a "wrong note" is just a note one step away from a right one.
4. Resources (prioritized; use in this order)
| Priority | Resource | Best for | When |
|---|---|---|---|
| 1 | iReal Pro (app) | Backing tracks for any tune/key/tempo. Your everyday play-along tool. | Day 1 onward |
| 2 | Open Studio (Peter Martin, piano courses) | Short, apply-immediately video lessons on voicings, ii–V–Is, and soloing. This matches your 10–20 min preference. | Stages 1–4. Watch 1–2 lessons/week max, and apply each one the same session. |
| 3 | Chord-quality ear trainer (e.g., ToneGym, EarMaster, or Functional Ear Trainer) | Drilling maj7/dom7/min7/m7♭5 in your daily 12 min | Stages 1–3 daily; 2–3×/week after |
| 4 | Slow-down tool (Transcribe! or YouTube playback speed) | Transcription at 50–75% speed without changing pitch | Stage 2 onward |
| 5 | Recordings to imitate (see below) | Your real teachers | Daily listening, 10+ min |
| 6 | Live teacher: 1 lesson every 2–3 weeks (local jazz pianist or online) | In-the-moment correction of feel, voicing, and choices. This is your highest-value feedback. | Starting ~week 3 |
| 7 | Mark Levine, The Jazz Piano Book | Reference only: look up voicings when a teacher or video mentions them. Do not read it cover to cover. | Stages 2–4, by chapter as needed |
Transcription targets (horn solos are easier and more singable than piano solos):
- Autumn Leaves: Miles Davis's solo on Cannonball Adderley's Somethin' Else. It's sparse, lyrical, and perfect first transcription material.
- Blue Bossa: Kenny Dorham's solo on Joe Henderson's Page One. Also listen to McCoy Tyner's comping on that record.
- All the Things You Are: pick any recording you love. Keith Jarrett's Standards Vol. 1 is a great one for listening. Transcribe 4-bar fragments, not whole solos.
- Listening for piano comping and feel: Wynton Kelly, Red Garland, and Bill Evans's Portrait in Jazz.
Deliberately excluded: more theory books, bebop scale methods, and large course bundles. They would overload you and repeat your past pattern.
5. Feedback and Tracking
Self-review checklist (use on every Wed/Sat recording)
- Did I stop or restart? (Target: never.)
- Did I know where I was in the form the whole time?
- Did I leave space? (Count the rests of 1+ beats.)
- Did my phrases start in different places (not always beat 1)?
- Did I land on chord tones at chord changes?
- Does it swing? Would I tap my foot to it?
- One phrase I'd steal from myself, and one to fix.
Weekly scorecard (10 min every Sunday, in a spreadsheet or notebook)
| Metric | How to measure | Target trend |
|---|---|---|
| Ear accuracy | % correct on 20 chord-quality trials | 60% → 85%+ by wk 4, 95% by wk 12 |
| Keys fluent | # keys where ii–V–I voicings are automatic | +2–3 per week |
| Lick library | # licks playable in ≥4 keys | +1 per week |
| Tempo ceiling | Max tempo for a clean 2-chorus run | +5–10 BPM every 2 weeks |
| Non-stop choruses | Consecutive choruses without stopping | ≥2 by wk 6 |
| Fear rating | 0–10 anxiety before a performance run or jam | Downward. This is the metric that tracks your core problem. |
| Recording score | Your 1–10 rating of the Sat performance run | Upward (expect a dip every time a new tune starts) |
External feedback
- Teacher (every 2–3 weeks): bring your best and worst recording from that period, and ask: "What's the one thing that would make this sound more like jazz?"
- Jam musicians: after you sit in, ask one person: "Any tips for my comping?" Comping feedback is less emotionally loaded than solo feedback, so it's an easier question to ask.
- Online: post a 1-minute clip monthly to a jazz piano community (for example, r/jazzpiano or a Discord) for low-stakes critique.
6. Staying on Track: Predicted Plateaus and Tactics
| When | What will happen | Tactic |
|---|---|---|
| Weeks 2–4 | Ear training feels slow and boring, and your accuracy stalls around 70%. | Switch to real recordings: name chords inside Autumn Leaves. Context makes the sounds stick, and it's ear-first learning, your strength. |
| Weeks 6–8 | "All my solos sound the same" (chord-tone arpeggios). | This is normal and means Stage 2 worked. Add one constraint per session: rhythm-only, start on the "and," or 2-note solos. Constraints create variety. |
| Weeks 10–13 (holidays) | Schedule collapses, you feel guilty, and you risk quitting. | Plan for it now. Drop to the minimum viable week: ear micro-sessions + one 30-minute play-along. Keep the streak alive; intensity doesn't matter here. |
| First sit-in (~wk 12) | Adrenaline, a blank mind, and possibly a rough performance. | Pre-decide: comp only or head only the first time. Success = walking up to the stage. Afterwards, log your fear rating and one thing that went fine. |
| Weeks 14–16 | ATTYA's key changes make you feel like a beginner again, and the recording score drops. | Expect the dip; it happens with every new tune. Work in 8-bar sections and play the old tunes weekly for proof of progress. |
| Weeks 17–20 | "Classical relapse": over-practicing licks in isolation, perfectionism, fear of playing new lines live. | Apply the 5-minute scale rule strictly. Count mistakes you played through as a win metric, and celebrate them. |
| Final 3 weeks | Anxiety spikes as the deadline approaches. | Don't add new material. Do reps only: performance runs + jam nights. Remember that jam audiences are musicians rooting for you, and most have frozen before too. |
General motivation mechanics
- Minimum viable week: 5 ear micro-sessions + 1 play-along. Never break the chain entirely.
- Monthly "then vs. now": listen to your week-1 recording next to your latest one. Improvement is invisible week to week but obvious over a month.
- Identity reframe: you're not a classical pianist trying to improvise; you're a jazz musician in training. Musicians in training play wrong notes on purpose, and so do the pros.
Your Most Important Action in the Next 48 Hours
Record yourself playing 2 choruses of "Autumn Leaves" over an iReal Pro backing track (♩=100). Use only shell voicings in the left hand and whatever you can manage in the right hand, even if it's just chord roots. Do not stop, whatever happens.
This recording is your baseline for measuring progress. It's also your first exposure rep: playing through the freeze instead of stopping. Keep it, rate your fear from 0 to 10, and listen to it again on week 12.
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