Dala Izithombe Ze-Ecommerce Ezilungele Amapulatifomu Ngamakhono E-GPT Image 2.5 Agent

Lokho Okwenziwa yi-Ecommerce Image Skills

I-Ecommerce Image Skills iqoqo lama-Agent Skills angu-12 afakelwayo okuguqula isithombe somkhiqizo esivamile sibe imifanekiso ye-ecommerce elungele amapulatifomu. Lawa makhono asebenza ne-Claude Code, Codex, Cursor, noma enye i-agent ekwazi ukufunda amafayela e-SKILL.md.

Esikhundleni sokugcina iqoqo elikhulu lama-prompt angaxhumene, ikhono ngalinye lihlanganisa imiyalelo yobunikazi bomkhiqizo, imininingwane yepulatifomu, ukuqondiswa kwamamodeli, namaskripthi ongawakhetha emisebenzini ecaciswa ukucutshungulwa kwezithombe. Ungakha izithombe eziyinhloko ze-Amazon, izigcawu zokusetshenziswa kwansuku zonke, ama-infographic, amamojuli e-A+, amashadi osayizi, izithombe zokuzama umkhiqizo kumodeli, amabhanela okuthengisa, amakhava e-Xiaohongshu, namakhasi emininingwane e-Taobao.

Indawo yokugcina ikhodi isekela amamodeli e-GPT Image 2.5: gpt-image-2.5-flare ekukhiqizeni izigcawu nezakhiwo ngokushesha, kanye ne-gpt-image-2.5-sunburst lapho umbhalo, amalogo, amalebula, noma ukuhlela izingxenye ezithile kudinga ukunakwa okwengeziwe.

Izici Eziyinhloko

• Ukuvikela ubunikazi bomkhiqizo: ikhono ngalinye liqala ngokurekhoda ukwakheka, umbala, ilogo, nombhalo womkhiqizo, bese lifaka le mininingwane kuma-prompt akhiqizwayo.
• Imibandela eyakhelwe ngaphakathi yamapulatifomu: izibonelo zifaka ingemuva elimhlophe le-Amazon elingu-#FFFFFF nokumbozwa komkhiqizo okuncane, amakhasi emininingwane e-Taobao angamaphikseli angu-750, amakhava e-Xiaohongshu anesilinganiso esingu-3:4, osayizi bamamojuli e-A+, namafomethi amabhanela amapulatifomu.
• Ukuqondiswa kwamamodeli: i-Flare iyona ezenzakalelayo yezigcawu, izizinda, izakhiwo, nokuhlukahluka okusheshayo. I-Sunburst inconywa kumalogo, umbhalo omncane, izithombe eziyinhloko zokugcina, nokuhlela izingxenye ezithile.
• Amaskripthi anemiphumela engaguquki: amaskripthi ahlanganisiwe angahlola futhi alungise izizinda ezimhlophe, anqume izithombe ze-A+, adale ama-grid, ahlanganise futhi asike izithombe ezinde zemininingwane, futhi acubungule amaqoqo ngokuzama futhi, ukusekela ukuqhubeka, amarekhodi, nemikhawulo yesabelomali.
• Izindlela ezintathu zokukhiqiza: sebenzisa ithuluzi lesithombe elakhelwe ku-agent, xhuma i-API ehambisana ne-OpenAI, noma ukhiqize i-prompt yokugcina bese usebenzisa inqubo eku-inthanethi enikeziwe.

Amakhono Atholakalayo

Indawo yokugcina ikhodi inamakhono angu-12 azimele ngokuphelele. Ungafaka iqoqo lonke noma ukopishe kuphela amafolda owadingayo.

• amazon-white-background idala izithombe eziyinhloko ze-Amazon ezinengemuva elimhlophe qwa, ezingenawo umbhalo, kanye nokuhlolwa kokumbozwa komkhiqizo.
• lifestyle-scene idala izigcawu zomkhiqizo usetshenziswa, njengasekhishini, ngaphandle, ehhovisi, nasezindaweni zokuzivocavoca.
• model-try-on iguqula izithombe zemikhiqizo ebekwe phansi noma esilengisini zibe izithombe zemodeli egqoke umkhiqizo, igcine indwangu, umbala, namalogo.
• selling-point-infographic idala ama-infographic anenzuzo eyodwa esithombeni ngasinye, anezimpawu, izichasiselo, nombhalo oqinisekisiwe.
• amazon-a-plus idala amamojuli e-A+ e-Amazon ngobukhulu obuhlukahlukene obusekelwayo futhi ifaka iskripthi sokunquma izithombe.
• size-chart idala amashadi obukhulu nawempahla yokugqoka isebenzisa amasentimitha, amayintshi, nezinombolo ezinikezwe umsebenzisi.
• multi-angle-set idala ukubukwa okungaguquki kwangaphambili, ohlangothini, ngemuva, phezulu, ngama-degree angu-45, nokwemininingwane.
• sale-banner idala amabhanela emikhankaso ezimakethe ezihlanganisa i-Taobao, i-Tmall, i-Shopee, i-Lazada, i-TikTok Shop, ne-Amazon.
• batch-background-swap icubungula izithombe eziningi noma ukuhlukahluka kwemibala ye-SKU ngokusekela ukuqhubeka, ukuzama futhi, umkhawulo wesabelomali, nokurekhoda nge-CSV.
• xiaohongshu-cover idala amakhava e-Xiaohongshu anesilinganiso esingu-3:4 isebenzisa izitayela eziyisithupha zezakhiwo.
• taobao-detail-long-image ihlela, ihlanganise, futhi isike amakhasi emininingwane e-Taobao, e-Tmall, nase-Pinduoduo angamaphikseli angu-750.
• ecommerce-listing-suite isebenza njengomxhumanisi, ihlela iqoqo eliphelele lokufakwa komkhiqizo epulatifomu futhi ixhumanise namanye amakhono angu-11.

Ukufaka Nokusetha

Inketho 1: Faka nge-Skills CLI

Indlela eshesha kakhulu yokufaka yile:

npx skills add xianyu110/ecommerce-image-skills

Ungakwazi futhi ukwengeza indawo yokugcina ikhodi njenge-plugin ye-Claude Code:

/plugin marketplace add xianyu110/ecommerce-image-skills

Inketho 2: Klona bese Ukopisha Amakhono

Qala ngokuklona indawo yokugcina ikhodi:

git clone https://github.com/xianyu110/ecommerce-image-skills.git
cd ecommerce-image-skills

Ekufakweni komhlaba wonke kwe-Claude Code, kopisha amafolda amakhono uwafake kuhla lwe-Claude:

mkdir -p ~/.claude/skills
cp -r skills/* ~/.claude/skills/

Kwi-Codex, sebenzisa:

mkdir -p ~/.codex/skills
cp -r skills/* ~/.codex/skills/

Kwi-Cursor, faka amakhono ngaphakathi kwephrojekthi yamanje:

mkdir -p .cursor/skills
cp -r skills/* .cursor/skills/

Ifolda yekhono ngalinye izimele ngokuphelele. Ukuze ufake ikhono elilodwa kuphela, kopisha ifolda yalo esikhundleni salokho:

cp -r skills/amazon-white-background ~/.claude/skills/

Khetha Indlela Yokukhiqiza

Ungakhiqiza izithombe ngezindlela ezintathu:

1. Amathuluzi ezithombe akhelwe ku-agent: uma i-agent yakho inethuluzi lokukhiqiza izithombe, ikhono lingalisebenzisa ngokuzenzakalelayo.
2. I-API ehambisana ne-OpenAI: setha i-GPTIMAGE_API_KEY kanye ne-GPTIMAGE_BASE_URL uma kudingeka, bese usebenzisa iskripthi esihlanganisiwe se-Python sokukhiqiza.
3. Ngaphandle kokhiye noma ithuluzi lesithombe: ikhono likhipha i-prompt yokugcina kanye nesixhumanisi sokuyisebenzisa ku-inthanethi ku-gptimage2.asia.

Ekukhiqizeni okusekelwe ku-API, lungiselela imininingwane yakho yokungena ku-shell:

export GPTIMAGE_API_KEY=sk-...
export GPTIMAGE_BASE_URL=https://tryallapi.com/v1

Iphoyinti le-API elizenzakalelayo ngu-https://api.openai.com, kodwa le ndawo yokugcina isekela noma yiliphi isango elihambisanayo nge-GPTIMAGE_BASE_URL.

Ukusetshenziswa Okuyisisekelo

Dala Isithombe Esiyinhloko Se-Amazon

Beka isithombe somkhiqizo kufolda yendawo bese ucela i-agent yakho ukuthi isebenzise i-skill efanele:

Use amazon-white-background on ./photos/bottle.jpg and run the check script.

Le skill yakhelwe ingemuva elimhlophe qwa, ngaphandle kombhalo, kanye nomkhiqizo ogcwalisa okungenani isilinganiso esidingekayo sesithombe. Ngemva kokukhiqiza, ingasebenzisa ukuhlola kwe-Python futhi ilungise ngokuzithandela amaphikseli acishe abe mhlophe.

Khiqiza Isethi Ephelele Ye-Amazon

Sebenzisa i-orchestrator uma udinga impahla engaphezu kweyodwa:

Plan a full 7-image Amazon set for this bottle with ecommerce-listing-suite. Show me the plan first.

Ukucela uhlelo kuqala kukuvumela ukuthi ubuyekeze ukulandelana kwezithombe okuhlosiwe ngaphambi kokukhiqiza. I-orchestrator ingaxhumanisa ama-skill ngamanye futhi ihlole ikhwalithi yezithombe.

Dala Izithombe Zendlela Yokuphila Nezokuxhumana

Esigcawini somkhiqizo, sebenzisa isicelo esigxilile:

Use lifestyle-scene to create three outdoor lifestyle images for ./photos/bottle.jpg.

Kwi-Xiaohongshu, chaza isihloko esif desired futhi ucele izinguqulo eziningi:

Use xiaohongshu-cover to create three Xiaohongshu covers with the title "A water bottle that stays cold all day".

Qalisa Ukukhiqiza Nge-API

Uma usebenzisa iphoyinti elihambisana ne-OpenAI, shayela iskripthi sokukhiqiza se-skill. Lesi sibonelo sisebenzisa i-skill ye-Amazon nemodeli ye-Sunburst:

python skills/amazon-white-background/scripts/generate.py \
  --model sunburst \
  --image bottle.jpg \
  --size 1024x1024 \
  --prompt-file prompt.txt \
  --out out/main.png

Izikripthi nezimpikiswano eziqondile kufakwe kufolda ye-skill efanele. Funda i-SKILL.md yaleyo skill ukuze uqonde ukuhamba komsebenzi nezimfuneko zayo ngaphambi kokulungisa umyalo.

Hlola Futhi Ulungise Isithombe Esiyinhloko

Ngemva kokukhiqiza isithombe esiyinhloko se-Amazon, sebenzisa isihloli:

python skills/amazon-white-background/scripts/check_main_image.py \
  out/main.png \
  --fix out/main-fixed.png

Isibonelo se-README sisebenzisa lesi skripthi ukwenza amaphikseli acishe abe mhlophe abe yi-#FFFFFF nokuqinisekisa izimfuneko zesithombe esiyinhloko.

Ukukhetha Imodeli: I-Flare Noma I-Sunburst?

Sebenzisa i-Flare, emelwe yi-gpt-image-2.5-flare, ezigcawini ezintsha, ezizindeni, ezakhiweni, ezithombeni zemibono, kanye namasethi asheshayo ezinguqulo. Iyimodeli ezenzakalelayo yezigcawu zendlela yokuphila, amamojuli e-A+, amabhanela okuthengisa, amakhava e-Xiaohongshu, namakhasi emininingwane e-Taobao.

Sebenzisa i-Sunburst, emelwe yi-gpt-image-2.5-sunburst, lapho kubalulekile ukugcina ilogo, ilebula, noma umbhalo omncane. Iphinde ibe ukukhetha okunconyiwe kokuhlela kwendawo njengokushintsha ingemuva, ukushintsha umbala, noma ukususa into engafuneki. Le modeli isetshenziswa ama-skill endawo yokugcina engemuva elimhlophe, okuzama imikhiqizo, ama-infographic, amashadi osayizi, ama-engeli amaningi, nokuhlela kwenqwaba.

Amathiphu Athuthukile Emiphumeleni Ethembekile

Qala Ngokuhlola Ubunikazi Bomkhiqizo

Sebenzisa isithombe somthombo esicacile futhi uqinisekise ukuthi ukuma, umbala, ilogo, ilebula, namagama abonakalayo omkhiqizo kulula ukukuhlola. Inqubo yokukhiya ubunikazi iyisisekelo sendlela yale ndawo yokugcina, ngakho ulwazi olunembile lomthombo luthuthukisa zonke izithombe ezilandelayo.

Hlukanisa Ukuhlola Ekukhiqizeni Kokugcina

Sebenzisa i-Flare ukuhlola izinkomba eziningana zesigcawu noma zesakhiwo, bese ushintshela ku-Sunburst ezithombeni zokugcina lapho imininingwane yomkhiqizo, amalogo, noma umbhalo kufanele kugcinwe. Lokhu kugcina ukuhlola kwasekuqaleni kushesha, kuyilapho kugcinelwa impahla yokugcina ukuhamba komsebenzi okunakekelwa kakhudlwana.

Sebenzisa Izikripthi Ezinqunyiwe Ngemva Kokukhiqiza

Amamodeli ezithombe awusizo ekwakheni ukwakheka okubonakalayo, kodwa izikripthi zingcono ekuhloleni nasekuguquleni okuphindaphindekayo. Sebenzisa isihloli sengemuva elimhlophe ezithombeni ze-Amazon, sebenzisa amathuluzi okusika amamojuli e-A+, futhi usebenzise izikripthi zokuhlanganisa noma zokusika amakhasi emininingwane amade.

Setha Imikhawulo Yenqwaba

Kumafolda amakhulu, sebenzisa i-batch-background-swap enesabelomali esiphezulu sezingcingo. Le skill isekela ukuzama futhi, ukuqhubeka ngemva kokuphazamiseka, namalogi e-CSV, okukusiza ukuthi ubuyele emsebenzini ngaphandle kokuqala kabusha yonke inqwaba.

Batch-replace backgrounds in ./photos with pure white, cap at 40 API calls.

Buyekeza Imithetho Yenkundla Ngaphambi Kokulayisha

Le ndawo yokugcina ihlanganisa ubukhulu obuqondene nezinkundla nemithetho yokwethula, kodwa izimfuneko zezimakethe zingashintsha. Njalo qinisekisa imihlahlandlela yamanje yesikhungo sabathengisi ngaphambi kokushicilela izithombe, ikakhulukazi ku-Amazon, Taobao, Tmall, Shopee, TikTok Shop, naku-Xiaohongshu.

Isibonelo Sokuhamba Komsebenzi: Kusuka Esithombeni Esisodwa Kuya Kusethi Yohlu Lomkhiqizo

1. Beka isithombe sangempela somkhiqizo ku-./photos bese uhlola imininingwane yomkhiqizo ebonakalayo.
2. Celа ecommerce-listing-suite ukuthi yenze uhlelo lwendawo yemakethe okuhlosiwe.
3. Yakha isithombe esiyinhloko se-Amazon esinengemuva elimhlophe usebenzisa amazon-white-background.
4. Qalisa isihloli sesithombe esiyinhloko bese usebenzisa inketho yokulungisa uma kudingeka.
5. Dala izigcawu ezisekelayo zokuphila kwansuku zonke usebenzisa lifestyle-scene, kanye nemifanekiso egqamisa izici usebenzisa selling-point-infographic.
6. Faka ishadi losayizi, ukubukwa komkhiqizo ngezindlela eziningi, noma amamojuli e-A+ lapho umkhiqizo ukudinga.
7. Yakha izimpahla zezokuxhumana noma zomkhankaso usebenzisa xiaohongshu-cover kanye sale-banner.
8. Buyekeza zonke izithombe uziqhathanise nezimfuneko zamanje zendawo yemakethe ngaphambi kokuzilayisha.

Isiphetho

I-Ecommerce Image Skills inikeza inqubo esebenzisekayo nephindaphindwayo yokukhiqiza izithombe zezindawo zemakethe nezentengiso yezokuxhumana kusetshenziswa izithombe ezijwayelekile zemikhiqizo. Faka lawa makhono ku-ejenti yakho yokubhala ikhodi oyikhethayo, khetha ikhono eliqondene nenkundla, khetha i-Flare noma i-Sunburst ngokuya ngomsebenzi, bese usebenzisa imibhalo ehlanganisiwe ukuze wenze ukuhlola okuphindaphindwayo nokucubungula iqoqo. Emikhankasweni ephelele, vumela ecommerce-listing-suite ukuthi ihlele futhi iqondise lonke iqoqo lezithombe.

Le phrojekthi ikhishwa ngaphansi kwe-MIT License. Njengoba izinqubomgomo zezindawo zemakethe zishintsha, phatha imininingwane eyakhelwe ngaphakathi njengesisekelo senqubo futhi uqinisekise izimfuneko zakamuva ngaphambi kokushicilela.