Continuous Integration in Alexa Skill / jaws-days-2018

Continuous Integration in Alexa Skill / jaws-days-2018

JAWS Days 2018での資料です。

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Hidetaka Okamoto

March 10, 2018
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Transcript

  1. C o n t i n u o u s

    I n t e g r a t i o n i n A l e x a S k i l l J A W S D a y s 2 0 1 8
  2. H i d e t a k a O k

    a m o t o • Digitalcube Co. Ltd. • WordCamp Kyoto 2017࣮ߦҕһ௕ • Cloud Quiz Gameଞ೔ถͰෳ਺εΩϧ ެ։
  3. None
  4. A g e n d a • ͳͥAlexaͰςετܥͷ࿩ͳͷ͔ • Alexa

    Skill ̏ͭͷϨΠϠ • ςετ͔ৼΔ෣͍͔ • ӡ༻؂ࢹͱͦͷઌ΁
  5. A g e n d a • ͳͥAlexaͰςετܥͷ࿩ͳͷ͔ • Alexa

    Skill ̏ͭͷϨΠϠ • ςετ͔ৼΔ෣͍͔ • ӡ༻؂ࢹͱͦͷઌ΁
  6. V U I Ξ ϓ Ϧ ͸ ໨ ʹ ݟ

    ͑ ͳ ͍
  7. V U I Ξ ϓ Ϧ ͸ ໨ ʹ ݟ

    ͑ ͳ ͍ = Ϣʔ βʔ ͷ όά ɾ ෆ ۩ ߹ ൑ ఆ ͕ ޿ ͍
  8. ެ ։ ͠ ͨ A l e x a S

    k i l l ͸ A m a z o n ʹ ܝ ࡌ ͞ Ε Δ ( U S ) https://www.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Dalexa-skills
  9. ظ ଴ ʹ ఴ ͑ ͳ ͍ ͱ ༰ ࣻ

    ͳ ͘ ੕ ̍ ʹ ͳΔ https://www.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Dalexa-skills
  10. ʮ D o e s n ’t w o r

    k ʯ ͷ ൣ ғ ͕ ޿ ͍ • ฦࣄͯ͘͠Εͳ͍ɹɹʢΘ͔Δʣ • શવҧ͏࿩Λ͢ΔɹɹʢΘ͔Δʣ • ಉ͜͡ͱ͔͠࿩͞ͳ͍ ʢΘɺΘ͔Δʣ • ࿩͠ํ͕ؾʹೖΒͳ͍ ʢ͓ɺ͓͏ʣ
  11. ෆ ۩ ߹ Λ ૣ ظ ʹ Έͭ ͚ ͨ

    ͍
  12. ෆ ۩ ߹ Λ ૣ ظ ʹ Έͭ ͚ ͨ

    ͍ → ςε τ Ͱ ༧ ๷ ͱ ࠶ ൃ ๷ ࢭ
  13. A g e n d a • ͳͥAlexaͰςετܥͷ࿩ͳͷ͔ • Alexa

    Skill ̏ͭͷϨΠϠ • ςετ͔ৼΔ෣͍͔ • ӡ༻؂ࢹͱͦͷઌ΁
  14. α ʔ Ϗ ε ୯ Ґ Ͱ ෼ ྨ A

    u d i o C a p t u re A u d i o P l a y b a c k C a l l w e b A P I Ta l k s o m t h i n g R e s p o n c e S p e e c h t o Te x t Te x t t o S p e e c h
  15. α ʔ Ϗ ε ୯ Ґ Ͱ ෼ ྨ A

    u d i o C a p t u re A u d i o P l a y b a c k C a l l w e b A P I Ta l k s o m t h i n g R e s p o n c e S p e e c h t o Te x t Te x t t o S p e e c h AW S L a m b d a w e b A P I
  16. α ʔ Ϗ ε ୯ Ґ Ͱ ෼ ྨ A

    u d i o C a p t u re A u d i o P l a y b a c k C a l l w e b A P I Ta l k s o m t h i n g R e s p o n c e S p e e c h t o Te x t Te x t t o S p e e c h A l e x a S k i l l s K i t AW S L a m b d a w e b A P I
  17. α ʔ Ϗ ε ୯ Ґ Ͱ ෼ ྨ A

    u d i o C a p t u re A u d i o P l a y b a c k C a l l w e b A P I Ta l k s o m t h i n g R e s p o n c e S p e e c h t o Te x t Te x t t o S p e e c h A l e x a S k i l l s K i t - > Ի ੠ ͱ J S O N ͷ ม ׵ AW S L a m b d a - > J S O N ͔ Β Ϩε ϙ ϯε J S O N Λ ੜ ੒
  18. A l e x a α ʔ Ϗ ε ୯

    Ґ Ͱ ෼ ྨ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g
  19. A l e x a α ʔ Ϗ ε ୯

    Ґ Ͱ ෼ ྨ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g E c h o S i m . i o re v e r b . a i / R a s p i AV S A P I
  20. A l e x a α ʔ Ϗ ε ୯

    Ґ Ͱ ෼ ྨ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  21. A l e x a α ʔ Ϗ ε ୯

    Ґ Ͱ ෼ ྨ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g S e r v i c e S i m u l a t o r AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  22. A l e x a α ʔ Ϗ ε ୯

    Ґ Ͱ ෼ ྨ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g S e r v i c e S i m u l a t o r U n i t t e s t t o o l s AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I U n i t t e s t S D K A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  23. ί ʔ υ Ͱ ςε τ Ͱ ͖ Δ ͱ

    ͜ Ζ ɾ Ͱ ͖ ͳ ͍ ͱ ͜ Ζ ͷ ෼ ྨ • ࣮ࡍͷԻ੠͔ΒΠϯςϯτ / Slot΁ͷม׵͸೉͍͠ • Πϯςϯτ / SlotͰಈ͘ॲཧ෦෼͸Lambdaͷςετϊ΢ϋ΢͕࢖͑Δ • Alexa͔ΒͷԻ੠ͷςετ͸਺஋Խ͠ʹ͍͘
  24. A g e n d a • ͳͥAlexaͰςετܥͷ࿩ͳͷ͔ • Alexa

    Skill ̏ͭͷϨΠϠ • ςετ͔ৼΔ෣͍͔ • ӡ༻؂ࢹͱͦͷઌ΁
  25. Ϩ Π Ϡ ʹ Α ͬͯ ։ ൃ ख ๏

    Λ ม ͑Δ • Alexa͕ೝࣝ͠΍͍͢αϯϓϧൃ࿩ͷ࡞੒ • Lambda͕ϦΫΤετʹରͯ͠ਖ਼͍͠ॲཧΛ࣮ߦ͢Δ • Ϩεϙϯε͕ฉ͖औΓ΍͍͢಺༰ʹͳ͍ͬͯΔ
  26. Ϩ Π Ϡ ʹ Α ͬͯ ։ ൃ ख ๏

    Λ ม ͑Δ • Alexa͕ೝࣝ͠΍͍͢αϯϓϧൃ࿩ͷ࡞੒ɹɹɹɹɹɿৼΔ෣͍ۦಈ • Lambda͕ϦΫΤετʹରͯ͠ਖ਼͍͠ॲཧΛ࣮ߦ͢Δɿςετۦಈ • Ϩεϙϯε͕ฉ͖औΓ΍͍͢಺༰ʹͳ͍ͬͯΔɹɹɹɿৼΔ෣͍ۦಈ
  27. Ϩ Π Ϡ ʹ Α ͬͯ ։ ൃ ख ๏

    Λ ม ͑Δ • Alexa͕ೝࣝ͠΍͍͢αϯϓϧൃ࿩ͷ࡞੒ɹɹɹɹɹɿৼΔ෣͍ۦಈ • Lambda͕ϦΫΤετʹରͯ͠ਖ਼͍͠ॲཧΛ࣮ߦ͢Δɿςετۦಈ • Ϩεϙϯε͕ฉ͖औΓ΍͍͢಺༰ʹͳ͍ͬͯΔɹɹɹɿৼΔ෣͍ۦಈ
  28. ࢖ ͑Δ ςε τϑ ϩ ʔ E c h o

    D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  29. ςε τ ͠ ͨ ͍ ͱ ͜ Ζ E c

    h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  30. L a m b d a ͷ ಈ ͖ ͸

    ͋ · Γ ॏ ཁ Ͱ ͳ ͍ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  31. S k i l l S i m u l

    a t i o n A P I ͸ j a - J P ະ ର Ԡ h t t p s : / / d e v e l o p e r. a m a z o n . c o m / d o c s / s m a p i / a s k - c l i - c o m m a n d - re f e re n c e . h t m l # s i m u l a t e - c o m m a n d
  32. U S εΩϧ Ҏ ֎ ͸ A S K -

    C L I ͷ ϑ ϩ ʔ ͕ ࢖ ͑ ͳ ͍ E c h o D e v i c e A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I A S K C L I E c h o S i m . i o re v e r b . a i / R a s p i
  33. A l e x a ͕ ೝ ࣝ ͠ ΍

    ͢ ͍ α ϯ ϓϧ ൃ ࿩ ͷ ࡞ ੒ • Lambda͕Ͳ͏ಈ͔͘ͷςετͱ੾Γ෼͚Δ • ։ൃॳظʹৗʹಉ͡ϨεϙϯεΛฦ͢μϛʔLambdaΛ༻ҙ • ൃ࿩ʹରͯ͠ҙਤͨ͠Πϯςϯτɾεϩοτ΁ྲྀΕͯΔ͔Λςετ • Lambdaͷ։ൃ͕ऴΘΓ࣍ୈɺ݁߹ςετʹҠߦ͢Δ
  34. Ϩ Π Ϡ ʹ Α ͬͯ ։ ൃ ख ๏

    Λ ม ͑Δ • Alexa͕ೝࣝ͠΍͍͢αϯϓϧൃ࿩ͷ࡞੒ɹɹɹɹɹɿৼΔ෣͍ۦಈ • Lambda͕ϦΫΤετʹରͯ͠ਖ਼͍͠ॲཧΛ࣮ߦ͢Δɿςετۦಈ • Ϩεϙϯε͕ฉ͖औΓ΍͍͢಺༰ʹͳ͍ͬͯΔɹɹɹɿৼΔ෣͍ۦಈ
  35. ࢖ ͑Δ ςε τϑ ϩ ʔ R e q u

    e s t h a n d l e r s AW S L a m b d a U n i t t e s t t o o l s A S K S M A P I S k i l l I n v o c a t i o n A P I U n i t t e s t S D K A S K C L I
  36. J a v a S c r i p t

    ͷ ςε τπ ʔ ϧ • https://mochajs.org/ • https://facebook.github.io/jest/ • https://github.com/avajs/ava
  37. L a m b d a Ͱ ΍ Δ ΂

    ͖ ̏ छ ྨ ͷ ςε τ • ୯ମςετ • Πϯςϯτ୯Ґͷςετ • ର࿩ϑϩʔͷςετ
  38. L a m b d a Ͱ ΍ Δ ΂

    ͖ ̏ छ ྨ ͷ ςε τ • ୯ମςετɹɹɹɹɹɹɿ͍ΘΏΔ”Ϣχοτςετ” • Πϯςϯτ୯ҐͷςετɿΠϯςϯτϦΫΤετʹର͢Δςετ • ର࿩ϑϩʔͷςετɹɹɿstate΍attributes΋ؚΊͨςετ
  39. Π ϯ ςϯ τ ୯ Ґ ͷ ςε τα ϯ

    ϓϧ h t t p s : / / g i t h u b . c o m / h i d e o k a m o t o / a l e x a - a w s - q u i z / b l o b / m a s t e r / t e s t / u n i t / i n t e n t / K a r u t a I n t e n t . j s
  40. Π ϯ ςϯ τ ୯ Ґ ͷ ςε τα ϯ

    ϓϧ h t t p s : / / g i t h u b . c o m / h i d e o k a m o t o / a l e x a - a w s - q u i z / b l o b / m a s t e r / t e s t / u n i t / i n t e n t / K a r u t a I n t e n t . j s Π ϯ ς ϯ τ ΍ ε ς ʔ τ ͷ ઃ ఆ
  41. Π ϯ ςϯ τ ୯ Ґ ͷ ςε τα ϯ

    ϓϧ h t t p s : / / g i t h u b . c o m / h i d e o k a m o t o / a l e x a - a w s - q u i z / b l o b / m a s t e r / t e s t / u n i t / i n t e n t / K a r u t a I n t e n t . j s Π ϯ ς ϯ τ ΍ ε ς ʔ τ ͷ ઃ ఆ ʮ η ο γ ϣ ϯ ͕ ܧ ଓ ͯ͠ ͍ Δ ͔ ʁ ʯ
  42. Π ϯ ςϯ τ ୯ Ґ ͷ ςε τ •

    Lambdaίϯιʔϧͷ”ςετ”Ͱ΍ΔςετΛίʔυԽ͢ΔΠϝʔδ • Ϩεϙϯεͷத਎ΛৄࡉʹςετՄೳʢCard/Session/SSML/etc…ʣ • ࣗྗͰeventͷத਎Λ૊Ήඞཁ͕͋Γɺखؒ͸͔͔Δ
  43. ର ࿩ ϑ ϩ ʔ ͷ ςε τ ʹ ศ

    ར ͳ ” A l e x a c o n v e r s a t i o n ” n p m i n s t a l l - - s a v e - d e v a l e x a - c o n v e r s a t i o n
  44. Ұ ࿈ ͷ ର ࿩ ϑ ϩ ʔ Λ ςε

    τ Ͱ ͖ Δ h t t p s : / / g i t h u b . c o m / h i d e o k a m o t o / a l e x a - a w s - q u i z / b l o b / m a s t e r / t e s t / c o n v e r s a t i o n / j a / q u i z - m o d e . j s
  45. Ұ ࿈ ͷ ର ࿩ ϑ ϩ ʔ Λ ςε

    τ Ͱ ͖ Δ h t t p s : / / g i t h u b . c o m / h i d e o k a m o t o / a l e x a - a w s - q u i z / b l o b / m a s t e r / t e s t / c o n v e r s a t i o n / j a / q u i z - m o d e . j s ૝ ఆ ֎ ͷ ฦ ࣄ ͕ དྷ ͨ ৔ ߹ ͷ ςε τ
  46. ର ࿩ ϑ ϩ ʔ ͷ ςε τ • state͕ਖ਼͘͠ભҠͰ͖͍ͯΔ͔΍ɺΤϥʔϋϯυϦϯάʹ༗༻

    • ϨϏϡΞʔ͔ΒͷFeedbackΛςετԽ͢Δͱ࠶ൃ๷ࢭʹ໾ཱͭ • SSMLͷϚʔΫΞοϓ΍Card / Show޲͚ͷදࣔͳͲ͸ςετͰ͖ͳ͍
  47. Ϩ Π Ϡ ʹ Α ͬͯ ։ ൃ ख ๏

    Λ ม ͑Δ • Alexa͕ೝࣝ͠΍͍͢αϯϓϧൃ࿩ͷ࡞੒ɹɹɹɹɹɿৼΔ෣͍ۦಈ • Lambda͕ϦΫΤετʹରͯ͠ਖ਼͍͠ॲཧΛ࣮ߦ͢Δɿςετۦಈ • Ϩεϙϯε͕ฉ͖औΓ΍͍͢಺༰ʹͳ͍ͬͯΔɹɹɹɿৼΔ෣͍ۦಈ
  48. ςε τ ͠ ͨ ͍ Օ ॴ A u d

    i o C a p t u re A u d i o P l a y b a c k C a l l w e b A P I Ta l k s o m t h i n g R e s p o n c e S p e e c h t o Te x t Te x t t o S p e e c h
  49. ࣗ વ ͳ ฦ ౴ ͕ ҙ ֎ ͱ ೉

    ͠ ͍ • ʮࣗવ͔Ͳ͏͔ʯ͸ఆྔԽͰ͖ͳ͍ • SSMLʹର͢Δlint΋ʢࠓͷͱ͜Ζʣଘࡏ͠ͳ͍ • ਓͷײ֮ʹཔΔ͔͠ͳ͍ • ઌʹԻ੠͚ͩ࡞ͬͯ͠·͏ͱ͍͏ํ๏΋͋Δ
  50. A m a z o n P o l l

    y https://aws.amazon.com/jp/s/dm/optimization/sem/polly-signup2/
  51. P o l l y ͔ A l e x

    a ͔ • Polly (Mizuki)ͱAlexaͷ೔ຊޠൃ࿩͸ඍົʹҧ͏ • ࣄલʹ༻ҙ͕೉͍͠෦෼ʢ࣌ࠁɾ໊લʣͳͲ͕͋ΔͱPolly͸ͭΒ͍ • AlexaʹΑΔൃ࿩͕ඞཁͳ৔߹ɺࢥ͍੾ͬͯTakumiΛ࢖͏ख΋
  52. ν ʔϜ Ͱ ͷ ։ ൃ ϑ ϩ ʔ •

    ձ࿩ΛσβΠϯ͢Δ • αϯϓϧͷର࿩ϑϩʔʢൃ࿩ͱϨεϙϯεʣΛ࡞੒͢Δ • μϛʔͷLambdaΛσϓϩΠ͢Δ • SSML or Audioͷ࡞੒ / Lambda࣮૷ / ର࿩Ϟσϧͷ֦ॆ • ࣮૷͞ΕͨLambdaΛσϓϩΠ • ݁߹ςετ • ϦϦʔε
  53. ν ʔϜ Ͱ ։ ൃ ͢ Δ ৔ ߹ •

    αϯϓϧൃ࿩ΛࢼͤΔΑ͏ʹઌʹμϛʔLambdaΛσϓϩΠ͓ͯ͘͠ • Lambdaͷ࣮૷ͱର࿩Ϟσϧͷ֦ॆΛผνʔϜͰಉ࣌ਐߦͤ͞Δ • SSML / Audio͸࣮૷લʹ༻ҙͰ͖ΔͱΑΓεϜʔζ • Skill Simulation API͕೔ຊޠରԠ͞ΕͨΒָʹͳΔ͸ͣʢ͖ͬͱʣ
  54. S S M L Λ H T M L ϥ

    ΠΫ ʹ ͔ ͚Δ ͱ ศ ར - s s m l - j s x c o n s t s p e e c h S S M L = ( < s p e a k > < p > H e l l o w o r l d ! < / p > < b re a k t i m e = ' 2 s ' / > < p > W h a t w o u l d y o u l i k e t o d o t o d a y ? < / p > < / s p e a k > ) ; c o n s t s p e e c h S t r i n g = re n d e r To S t r i n g ( s p e e c h S S M L ) ; h t t p s : / / w w w. n p m j s . c o m / p a c k a g e / s s m l - j s x
  55. ৽ ͠ ͍ A l e x a ί ϯ

    ι ʔϧ https://www.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Dalexa-skills
  56. Ի ੠ / J S O N / ς Ωε

    τ શ ෦ ʹ ର Ԡ A u t o m a t i c S p e e c h R e c o g n i t i o n R e q u e s t h a n d l e r s AW S L a m b d a N a t u r a l L a n g u a g e U n d e r s t a n d i n g ɹ ৽ ͠ ͍ A l e x a ɹ ί ϯ ι ʔϧ ͷ ɹ ςε τ ը ໘ AV S A P I A S K S M A P I S k i l l S i m u l a t i o n A P I S k i l l I n v o c a t i o n A P I ͜ ͜ ͸ ׬ શ ʹ ૝ ૾
  57. ͜ ͜ Ͱ ςε τ ͢ Δ ͱ ɺ L

    a m b d a ͷ όά ࠶ ݱ ΍ Γ ΍ ͢ ͍ https://www.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Dalexa-skills e v e n t ύ ϥϝ ʔ λ a s s e r t Ͱ ൺ ֱ ͢ Δ ஋
  58. D e p l o y ͷ ࣗ ಈ Խ

    ͸ A S K - C L I Ͱ https://developer.amazon.com/ja/docs/smapi/ask-cli-command-reference.html
  59. A S K - C L I ͷ ઃ ఆ

    ϑ Ν Πϧ ͸ ~ / . a s k / c l i _ c o n f i g ʹ # # A S K C L I ͷ η ο τΞ οϓ ( ϒ ϥ ΢ β ͕ ։ ͘ ) $ a s k i n i t # # ೝ ূ ৘ ใ Λ ί ϐʔ $ b a s e 6 4 ~ / . a s k / c l i _ c o n f i g | p b c o p y h t t p s : / / y g o t o 3 . c o m / p o s t s / a l e x a - s k i l l - d e v e l o p m e n t - e ff i c i e n c y /
  60. C I α ʔ Ϗ ε ͷ ؀ ڥ ม

    ਺ ʹ ೖ Ε Δ https://developer.amazon.com/ja/docs/smapi/ask-cli-command-reference.html
  61. C I ͷ ί ϯ ς φ ಺ ʹ ~

    / . a s k / c l i _ c o n f i g Λ ల ։ ͯ͠ σ ϓ ϩ Π # # ೝ ূ ৘ ใ Λ ϑ Ν Πϧ ʹ ໭ ͢ $ e c h o $ { A S K _ C L I _ C O N F I G } | b a s e 6 4 - d > ~ / . a s k / c l i _ c o n f i g # # σ ϓ ϩ Π ί Ϛ ϯ υ ࣮ ߦ $ a s k d e p l o y h t t p s : / / y g o t o 3 . c o m / p o s t s / a l e x a - s k i l l - d e v e l o p m e n t - e ff i c i e n c y /
  62. L a m b d a ͩ ͚ S e

    r v e r l e s s F r a m e w o r k ͱ ͍ ͏ ख ΋ ͋ Δ h t t p s : / / s e r v e r l e s s . c o m
  63. E n d p o i n t ͸ L

    i v e / D e v ͦ Ε ͧ Ε ࢦ ఆ Ͱ ͖ Δ ͕ ɺ D e v ͷ E n d p o i n t ͕ ͦ ͷ · · L i v e ʹ ঢ ֨ ͢ Δ ࢓ ૊ Έ ʹ ͳ ͬͯ ͍ Δ
  64. E n d p o i n t ͸ L

    i v e / D e v ͦ Ε ͧ Ε ࢦ ఆ Ͱ ͖ Δ ͕ ɺ D e v ͷ E n d p o i n t ͕ ͦ ͷ · · L i v e ʹ ঢ ֨ ͢ Δ ࢓ ૊ Έ ʹ ͳ ͬͯ ͍ Δ
  65. ͳ ͷ Ͱ s l s Ͱ s t a

    g e = v e r s i o n ʹ ͢ Δ ͱ ؅ ཧ ͠ ΍ ͢ ͍ # s t a g e ʹ όʔ δ ϣ ϯ ໊ Λ ࢦ ఆ $ s l s d e p l o y — s t a g e v 1 - 1 - 0 # ߋ ৽ ͕ ऴ Θ Ε ͹ ݹ ͍ όʔ δ ϣ ϯ Λ ࡟ আ $ s l s re m o v e — s t a g e v 1 - 0 - 0
  66. A g e n d a • ͳͥAlexaͰςετܥͷ࿩ͳͷ͔ • Alexa

    Skill ̏ͭͷϨΠϠ • ςετ͔ৼΔ෣͍͔ • ӡ༻؂ࢹͱͦͷઌ΁
  67. ؂ ࢹ ΋ ςε τ ͷ ̍ ͭ h t

    t p s : / / s p e a k e rd e c k . c o m / t w a d a / t e s t a b l e - l a m b d a - w o r k i n g - e ff e c t i v e l y - w i t h - l e g a c y - l a m b d a
  68. L a m b d a + C l o

    u d Wa t c h Ͱ ͷ ؂ ࢹ Ϟ σϧ h t t p s : / / w w w. s l i d e s h a re . n e t / A m a z o n We b S e r v i c e s / a l x 3 1 5 t e s t - a u t o m a t i o n - f o r- a l e x a - s k i l l s
  69. C l o u d F o r m a

    t i o n Ͱ Ұ ࣜ ༻ ҙ ͞ Εͯ ͍ Δ h t t p s : / / g i t h u b . c o m / a l e x a / s k i l l - s a m p l e - n o d e j s - t e s t - a u t o m a t i o n
  70. ෆ ۩ ߹ ใ ࠂ Λ ςε τ ί ʔ

    υ ʹ མ ͱ ͠ ࠐ Ή h t t p : / / t - w a d a . h a t e n a b l o g . j p / e n t r y / d e b u g g i n g - t e s t s
  71. Πϕ ϯ τ ಺ ༰ Λ ϩ ά อ ଘ

    ͢ Δ ύ ο έ ʔ δ - a l e x a - l o g g e r h t t p s : / / w w w. n p m j s . c o m / p a c k a g e / a l e x a - l o g g e r
  72. ໛ ࡧ ͷ ଟ ͍ ෼ ໺ ͩ ͔ Β

    ͦ͜ɺ ςε τ ʢ + L i n t ʣ Ͱ ಓ ͠ Δ ΂ Λ
  73. A l e x a Λ ى ఺ ͱ ͢

    Δ ৽ ͠ ͍ Ϗ δ ω ε
  74. Ի ੠ ϕ ʔε ͷ ৽ ͠ ͍ ί ϛ

    ϡ χέ ʔ γ ϣ ϯ • ʮʙ͠ͳ͕Βʯͱ͍͏Ϣʔεέʔε • ΈΜͳͰ༡΂Δίϯςϯπͷఏڙ • ࣗࣾαʔϏεͷλονϙΠϯτ֦ு • কདྷతʹ͸push΍༗ྉίϯςϯπ΋
  75. AlexaΛ༻͍ͨશ͘৽͍͠ސ٬ମݧͷఏڙʹ ௅ઓͯ͠Έ·ͤΜ͔ʁ h t t p s : / /

    w w w. d i g i t a l c u b e . j p / s e r v i c e / w e b - s e r v i c e / a m a z o n - a l e x a - s k i l l s /
  76. h t t p s : / / w w

    w. d i g i t a l c u b e . j p