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Claudeをクラウド型エージェントのように使う
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Yuya Hirayama
November 28, 2025
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Claudeをクラウド型エージェントのように使う
Mobile App with AI Meetup Tokyo
https://aiau.connpass.com/event/370094/
Yuya Hirayama
November 28, 2025
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Transcript
ClaudeΛΫϥυܕΤʔδΣϯτͷ Α͏ʹ͏ Mobile App with AI Meetup Tokyo 2025/11/28 @
Mercari @hiragram
୭ w !IJSBHSBN 9(JU)VC ΄͔ w J04ΞϓϦ։ൃऀ w $MBVEF$PEFΛ3FTFBSDI1SFWJFXͷॳ͔Β͍ͬͯ·͢ w
$MBVEF.BY w ࠷ۙͷڵຯ w εϖοΫۦಈ։ൃͬͯͲ͏ͳͷ w .UPLFOTPGDPOUFYUͷ$MBVEF͍͍ͨ
͢͜ͱ w $MBVEF$PEFΛ%FWJOͷΑ͏ͳΫϥυܕΤʔδΣϯτΈ͍ͨʹ͏ w ਓؒଆͷϝϯλϧϞσϧΛͲ͏ม͑Δ͔
Claude CodeΛDevinͷΑ͏ͳΫϥ υܕΤʔδΣϯτΈ͍ͨʹ͏
Claude CodeΛΫϥυܕͬΆ͘͏ͱʁ w खݩͷλʔϛφϧ͔ΒͰͳ͘ɺྫ͑(JU)VCͷJTTVFͳͲ͔Β৽͠ ͍λεΫΛ࢝Ίͤ͞Δࣄ͕Ͱ͖Δ w ֎ग़ઌͰɺεϚϗλϒϨοτͰࢦ͕ࣔग़ͤΔ w $MBVEF͕ඇಉظʹಈ࡞ͯ͠ɺͨ͠Ռ͕ϓϧϦΫΤετͱͯ͠ ఏग़͞ΕΔ
λεΫͷى
λεΫͷى
δϣϒ࣮ߦ
Ռ
ςετ/LintͳͲ
मਖ਼ࢦࣔ
w ςετ௨ͬͯɺೲಘͰ͖Δग़དྷʹͳͬͨΒϚʔδ͢Δ w পʹϋϚΓ࢝ΊͯͨΒܿ͘ఘΊͯDMPTF͢Δ w ԿͰΓͤ͞Ε͍͍ w ͳΔ͘খ͞ͳมߋͰࡁ·ͤΔΑ͏ʹվળλεΫͷࢦࣔΛվળ͢Δ w ؾ߹͍ೖΕͯϨϏϡʔ͠ͳ͍ͱ͍͚ͳ͍Α͏ͳαΠζͷมߋ͜ͷ
ϫʔΫϑϩʔʹ͙ͦΘͳ͍
ࢲ͕Ͳ͏࣮ݱ͍ͯ͠Δ͔ w BOUISPQJDTDMBVEFDPEFBDUJPO w $MBVEF$PEFΛಈ͔͢(JU)VC"DUJPO w $MBVEF$PEF͔Β/install-github-appίϚϯυͰ؆୯ηοτΞο ϓ w $MBVEF.BY
w DMBVEFDPEFBDUJPOఆֹར༻Ͱ͖Δ w (JU)VC"DUJPOT4FMGIPTUFESVOOFS .1SP.BDNJOJ w ࠷ߴʂ
w $MBVEF.BYͰ$MBVEFͷར༻ྉۚఆֹʹͳͬͨ w (JU)VC"DUJPOTͷར༻ྉۚҾ͖ଓ͖͔͔Δ w ७ਖ਼ϥϯφʔͷNBD04Πϯελϯε-JOVYΠϯελϯεͷഒߴ ͍ʂ w ʮͱΓ͋͑ͣࡶͳࢦࣔͰ࡞ۀͤͯ͞ɺμϝͩͬͨΒࣺͯͯΓ͞ ͤΕ͍͍ʯͱ͍͏ϝϯλϧϞσϧͱͷ૬ੑ͕ࢮ͵΄Ͳѱ͍
w 4FMGIPTUFESVOOFSͱͯ͠Ոͷ.BDΛ͑७ਖ਼ϥϯφʔͷྉ͔ۚ ͔Βͳ͍
w (JU)VC"DUJPOTʹॅ·Θͤͨ$MBVEFͰͬͯΔ͜ͱɺࡉ͔͍Ϧϑ ΝΫλϦϯάͱ͔ɺϦωʔϜ͢Δ͚ͩΈ͍ͨͳɺ13ͷEJ⒎͚ͩΛͬ͞ ͱݟΕྑ͠ѱ͠ͷఆ͕Ͱ͖ΔΑ͏ͳͷ͚ͩ w ͦ͏Ͱͳ͍نͷ։ൃɺखݩͷ$-*Ͱ͠ͳ͕Β࡞ۀͤ͞Δ w .BD#PPLͷखݩͰΔ͜ͱ͋Δ w Ոͷ.BDNJOJʹೖͬͯͦ͜ͰΔ͜ͱ͋Δ
w 7JCF5VOOFM 5BJM4DBMFͰผϚγϯ͔Β$MBVEF$PEFʹΞΫηε ͢Δ w "1*αʔόʔΛ%PDLFSͰ্ཱͪ͛ͨΓ͢ΔλεΫखݩͷ .BD#PPLͰΓʹ͍͘ͷͰՈ.BDͰ
GitHub ActionsͷϫʔΫϑϩʔఆٛ w खಈτϦΨʔͰࢦࣔΛͤΔΑ͏ʹ͢Δ on: workflow_dispatch: inputs: detailed-order: description: 'ࢦࣔ༰'
required: false default: 'ࣗͰΔ͜ͱΛܾΊͯऔΓΜͰ͍ͩ͘͞' w /kaizenͱ͍͏αϒίϚϯυʹͦΕΛ͢ prompt: "/kaizen ${{ github.event.inputs.detailed-order }}"
/kaizen ίϚϯυ ˠϒϥβ
ਓؒଆͷϝϯλϧϞσϧΛͲ͏ม͑ Δ͔
ʮਓؒͷΤϯδχΞʯͷׂมΘͬͨ w ΑΓ၆ᛌతʹϓϩδΣΫτΛଊ͑ͯత֬ͳࢦࣔΛͩ͢ϓϩϚωతͳৼ Δ͍͕ඞཁʹͳΔ w ʮܾΊΒΕͨ͜ͱΛߦ͢Δʯ--.ʹؙ͛Ͱྑ͍ɺͱ͍͏ੈքʹ ͔͍ͬͯ͘ w ͍͔ʹͯ͠ʮਓؒʹ͔͠Ͱ͖ͳ͍͜ͱʯʮਓ͕ؒΔ͖͜ͱʯΛݟ ͚ͭɺͦͷೳྗΛຏ͍͍͔͕ͯ͘ੜଘͷͨΊͷྗʹͳΔ
ؾ߹ͬͱඞཁʹͳ͔ͬͨ w --.ΤʔδΣϯτʹΑͬͯਐߦεϐʔυ͕ഒʹͳΔͱ͍͏͜ͱɺ։ ൃͷෛͷଆ໘ഒͰੵΈ্͕͍ͬͯ͘ͱ͍͏͜ͱɻ w ྑ͘ͳ͍ίʔυ͕૿͍͑ͯ͘ w ઃܭมߋ͕͘͠ͳ͍ͬͯ͘ w ͳΜͰ͜͏࣮ͨ͠ͷ͔Θ͔Βͳ͘ͳΔ·Ͱͷ
ͳʹʹؾ߹Λ͙͔ w ΤʔδΣϯτ͔ΒͷΑ͏ʹԡ͠دͤΔϓϧϦΫΤετΛ͖͞ଓ͚ ΔͨΊʹɺࣗಈςετΛϦονʹ͢Δ w Ϣχοτςετɺ&&ςετɺ735ɺ-JOU w ʮ͋ͱ͔Βςελϒϧʹ͢Ε͍͍ʯ͋ͬͱ͍͏ؒʹෆՄೳʹ ͳΔɻ࠷ॳ͔Βਅ໘ʹΔɻ w
खΦϖΛແ͘͢ w ϏϧυͷࣗಈԽ
ςετΛࢮ͵ؾͰඋ͢Δ w Ϣχοτςετ$-"6%&NEʹʮUXBEBελΠϧͷ5%%Λ࣮ફͯ͠ ͍ͩ͘͞ʯ w 735 w QPJOUGSFFDPTXJGUTOBQTIPUUFTUJOH w 1SFpSFIUUQTHJUIVCDPN#BSSFE&XF1SFpSF
w 9DPEF1SFWJFXΛͦͷ··εφοϓγϣοτςετʹͯ͘͠ΕΔ
εϖοΫۦಈ։ൃ w ਓ͕ؒཁ݅ఆٛʹूதͯ͠ɺ࿅Γ༷͋͛ͨυΩϡϝϯτΛͱʹ $MBVEFʹࣗతʹ࡞ۀͤ͞Δ w 4QFD,JU w खʹೃછΉΑ͏ͳɺೃછ·ͳ͍Α͏ͳʜ w ͍͜ͳͯ͠Δਓ͍ͨΒ͖͖͍ͨ
w ཁ݅ఆٛˠJTTVFԽˠΫϥυ$MBVEFʹΒͤΔͷϧʔϓ
աڈͷൃදهࣄ w J04ΞϓϦ։ൃ--.Ͱࣗಈӡస͢Δ w %FFQ%JWFJOUPdDMBVEFQSPKFDUT w --.ΤʔδΣϯτ࣌ʹదԠͨ͠։ൃϑϩʔ w ݸਓͷϓϩάϥϛϯάମ੍ͷݱࡏ
࠙ձͰ͠·͠ΐ͏ʂ