---
target_card: Improvisation Capstone
mana_cost: "{5}{R}{R}"
type_line: "Sorcery — Lesson"
algorithm: "4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings"
canonical_url: https://avascry.com/similar/improvisation-capstone
json_api: https://avascry.com/similar/improvisation-capstone.json
---

# Cards Similar & Synergistic to Improvisation Capstone

- **Target Card:** [Improvisation Capstone](https://avascry.com/printing/improvisation-capstone-sos) (Sorcery — Lesson) `{5}{R}{R}`
- **Algorithm:** 4096-dimensional Qwen 8B Cosine Similarity over 38,000 Oracle embeddings
- **JSON API:** https://avascry.com/similar/improvisation-capstone.json

## Top 31 Synergistic Matches

1. [**Epic Experiment**](https://avascry.com/printing/epic-experiment-c15) `{X}{U}{R}` — *Sorcery*
2. [**Saheeli's Directive**](https://avascry.com/printing/saheelis-directive-pz2) `{X}{R}{R}{R}` — *Sorcery*
3. [**Apex of Power**](https://avascry.com/printing/apex-of-power-c21) `{7}{R}{R}{R}` — *Sorcery*
4. [**Act on Impulse**](https://avascry.com/printing/act-on-impulse-j22) `{2}{R}` — *Sorcery*
5. [**Solstice Revelations**](https://avascry.com/printing/solstice-revelations-tla) `{2}{R}` — *Instant — Lesson*
6. [**Muse Vortex**](https://avascry.com/printing/muse-vortex-prm) `{X}{U}{U}` — *Sorcery*
7. [**Possibility Storm**](https://avascry.com/printing/possibility-storm-sld) `{3}{R}{R}` — *Enchantment*
8. [**Dance with Calamity**](https://avascry.com/printing/dance-with-calamity-moc) `{7}{R}` — *Sorcery*
9. [**Magus of the Mind**](https://avascry.com/printing/magus-of-the-mind-c17) `{4}{U}{U}` — *Creature — Human Wizard*
10. [**Reckless Impulse**](https://avascry.com/printing/reckless-impulse-plst) `{1}{R}` — *Sorcery*
11. [**Glimpse the Impossible**](https://avascry.com/printing/glimpse-the-impossible-mh3) `{2}{R}` — *Sorcery*
12. [**Brilliant Ultimatum**](https://avascry.com/printing/brilliant-ultimatum-ala) `{W}{W}{U}{U}{U}{B}{B}` — *Sorcery*
13. [**Zenith Festival**](https://avascry.com/printing/zenith-festival-tdc) `{X}{R}{R}` — *Sorcery*
14. [**March of Reckless Joy**](https://avascry.com/printing/march-of-reckless-joy-pneo) `{X}{R}` — *Instant*
15. [**Sunbird's Invocation**](https://avascry.com/printing/sunbirds-invocation-pxln) `{5}{R}` — *Enchantment*
16. [**Hazoret's Undying Fury**](https://avascry.com/printing/hazorets-undying-fury-phou) `{4}{R}{R}` — *Sorcery*
17. [**Abstract Performance**](https://avascry.com/printing/abstract-performance-soc) `{5}{U}` — *Sorcery*
18. [**Villainous Wealth**](https://avascry.com/printing/villainous-wealth-ktk) `{X}{B}{G}{U}` — *Sorcery*
19. [**Commune with Lava**](https://avascry.com/printing/commune-with-lava-dtk) `{X}{R}{R}` — *Instant*
20. [**Inside Information**](https://avascry.com/printing/inside-information-hob) `{X}{B}{B}` — *Sorcery*
21. [**Discover the Impossible**](https://avascry.com/printing/discover-the-impossible-neo) `{2}{U}` — *Instant*
22. [**Fervent Mastery**](https://avascry.com/printing/fervent-mastery-prm) `{3}{R}{R}` — *Sorcery*
23. [**Invoke Calamity**](https://avascry.com/printing/invoke-calamity-neo) `{1}{R}{R}{R}{R}` — *Instant*
24. [**Signature Spells**](https://avascry.com/printing/signature-spells-hbg) `{4}{U}{U}` — *Enchantment*
25. [**Wild-Magic Sorcerer**](https://avascry.com/printing/wild-magic-sorcerer-sld) `{3}{R}` — *Creature — Orc Shaman Sorcerer*
26. [**Portent of Calamity**](https://avascry.com/printing/portent-of-calamity-pblb) `{X}{U}` — *Sorcery*
27. [**Finale of Promise**](https://avascry.com/printing/finale-of-promise-pwar) `{X}{R}{R}` — *Sorcery*
28. [**Impulsivity**](https://avascry.com/printing/impulsivity-ecc) `{6}{R}` — *Creature — Elemental Incarnation*
29. [**Synthesis Pod**](https://avascry.com/printing/synthesis-pod-onc) `{3}{U/P}` — *Artifact*
30. [**Storm of Memories**](https://avascry.com/printing/storm-of-memories-tle) `{2}{R}{R}{R}` — *Sorcery*
31. [**Collected Conjuring**](https://avascry.com/printing/collected-conjuring-ha4) `{2}{U}{R}` — *Sorcery*