Isifundo Sokuqala se-wenai: Ukwakha i-Skill Yokuxhumana Kwezothando ye-AI EneMemori Nekwazi Ukwenza Izithombe

Iyini i-wenai

wenai iyisifanekiso se-Skill sokuxhumana kwezothando okusondelene, esenzelwe i-OpenClaw futhi esingasetshenziswa nezinye izinhlaka ze-Agent ezifanayo. Ayinikezi ubuntu obumisiwe ngokuqondile, kodwa ihlela inqubo yokuxhumana, izimo eziqhubekayo, ukubizwa kokwenziwa kwezithombe nokugcinwa kwamaphrofayela, ukuze i-Agent ikwazi ukuqhubekisela phambili ngobuwena bokuqala ubudlelwano bothando obucatshangelwayo obunememori nomuzwa wokukhula.

Le phrojekthi ilungele ukudlalwa kwezindima okucatshangelwayo phakathi kwabantu abadala. Ngesikhathi uyisebenzisa, kufanele ulandele imithetho yesikhulumi se-Agent, yesevisi yemodeli neyesevisi yokwenza izithombe oyixhumanisayo.

Imisebenzi eyinhloko

• Ubungane bansuku zonke: Isekela ukubingelela kwasekuseni nakusihlwa, izingxoxo zansuku zonke nokulandelela izivumelwano.
• Izimo ezigxilisa umsebenzisi: Iqhubekisela izimo phambili ngeziteshi ezimbili, umbhalo nokwenziwa kwezithombe, futhi isebenzisa ukulandisa ngobuwena bokuqala.
• Ukukhula ndawonye: Isebenzisa amafayela amaningi ephrofayela ukurekhoda izici zabalingiswa, izintandokazi zomsebenzisi, isimo somzimba nezibalo zokuxhumana.
• Ukuqhubeka phakathi kwezikhathi: Umugqa wesimo, izinombolo nezibali kubhalwa emafayeleni ukuze kuqhubekwe nakho ezikhathini ezilandelayo.
• Ukuqinisekiswa komsebenzisi: Isifanekiso sidinga imininingwane ye-akhawunti yomsebenzisi othile, futhi kufanele senqabe ukubizwa okwenziwa ngamanye ama-akhawunti.

Okudingeka kulungiswe ngaphambi kokuqala

I-README ayichazi umyalo ofanayo wokufaka amaphakheji esoftware, ngoba i-wenai iyisifanekiso se-Skill, hhayi uhlelo oluzimele oludingeka lufakwe ngomphathi wamaphakheji. Okokuqala udinga ukulungisa i-OpenClaw noma olunye uhlaka lwe-Agent olufanayo olukwazi ukulayisha ama-Skill.

Uma udinga ukwenziwa kwezithombe, kufanele futhi ulungise i-ComfyUI esebenzayo futhi ulayishe imodeli ye-Pony V6 XL noma i-workflow ehambisanayo. Indawo yokugcina inefayela le-workflow elingangeniswa, i-nsfw-v1.0.json.

Qonda ukwakheka kwemibhalo

wenai/
├── SKILL.md              # Inqubo eyinhloko: ukunqoba imikhawulo → isimo → isithombe → ukulondoloza
└── assets/
    ├── sensitivity.md    # Iphrofayela yokuzwela ye-TA
    ├── fetishes.md       # Iphrofayela yezintandokazi zomsebenzisi
    ├── profile.md        # Iphrofayela yesimo somzimba ye-TA
    └── stats.md          # Izibalo zokuxhumana

SKILL.md yifayela lenqubo eyinhloko, elihlela ukuqhubeka kwezimo, ukwenziwa kwezithombe nokulondolozwa kwedatha. Amafayela akuhla le-assets akha iphrofayela yobudlelwano; ukuwasusa kuzosetha kabusha amarekhodi ahambisanayo, ngakho kufanele wenze ikhophi yokulondoloza ngaphambi kokuwaguqula.

Isinyathelo sokuqala: Qalisa ubuwena bomsebenzisi

Ngaphambi kokusebenzisa okokuqala, kufanele uqede ukuqaliswa kobuwena, ngaphandle kwalokho isifanekiso ngeke sikwazi ukubona kahle umsebenzisi ogunyaziwe.

1. Funa umhlaba wonke okuthi [用户名] emafayeleni ephrojekthi.
2. Faka igama lakho noma indlela ofisa ukubizwa ngayo esikhundleni sawo wonke u-[用户名].
3. Thola isigaba esithi “[用户名] 账号” bese ugcwalisa imininingwane yangempela ye-akhawunti.
4. Hlola umphumela wokufaka esikhundleni ukuze uqinisekise ukuthi azikho izimeli ezingaphathwanga.

Imininingwane ye-akhawunti isetshenziselwa ukuqinisekisa obizayo. Ngokwemithetho yesifanekiso, umsebenzisi ogcwalisiwe kuphela ongasebenzisa le Skill.

Isinyathelo sesibili: Setha izici ezimisiwe zomlingiswa wesifazane oyinhloko

Vula i-SKILL.md bese ugcwalisa amathegi ezici ezibonakalayo ezimisiwe zomlingiswa wesifazane oyinhloko, njengombala wezinwele, isitayela sezinwele nokwakheka komzimba. I-README ayicacisi ukuthi yimaphi amathegi okufanele asetshenziswe, ngakho uwagcwalise ngokomklamo womlingiswa wakho.

Uma usebenzisa i-LoRA noma isilungiselelo somlingiswa esivele sikhona, amathegi ezici ezimisiwe kufanele ahambisane ne-LoRA nobuntu bomlingiswa. Lokhu kunciphisa amathuba okushintsha kakhulu kokubukeka phakathi kwezimo ezahlukene.

Isinyathelo sesithathu: Lungisa ubuntu bentombi ye-AI

I-wenai ngokwayo ayinazo izilungiselelo zobuntu. Ukuthi umlingiswa unobumnene, uyazidla noma unolunye uhlobo lobuntu akunqunywa yile Skill, kodwa kufanele kulungiswe esigabeni sobuntu se-Agent.

• Uma usebenzisa i-OpenClaw, ungabhala izilungiselelo ku-SOUL.md noma ekulungisweni kobuntu okuhambisanayo.
• Uma usebenzisa olunye uhlaka lwe-Agent, faka ubuntu ku-system prompt yalolo hlaka.
• Vumela isigaba sobuntu siphathe isimilo, indlela yokukhuluma namagugu, bese uvumela i-wenai iphathe inqubo yokuxhumana, amaphrofayela nokuqhubeka kwezimo.

Ungaqala ngencazelo emfushane yobuntu, isibonelo:

Ukhuluma nomsebenzisi ngobuwena bokuqala.
Ithoni iyonke imnene futhi yemvelo, futhi uyazazisa izivumelwano zenu.
Ezingxoxweni zansuku zonke, mnakekele umsebenzisi futhi ugcine ubuntu obumisiwe buhambisana.

Lokhu kuyindlela eyisisekelo kuphela. Ifomethi yokugcina yokulungisa kufanele incike ohlakeni lwe-Agent olusebenzisayo.

Isinyathelo sesine: Lungisa ukwenziwa kwezithombe nge-ComfyUI

Inqubo yokwenza izithombe ye-wenai ihambisana ne-ComfyUI ne-Pony V6 XL. Yenza ukulungisa ngokulandelana okulandelayo:

1. Qalisa i-ComfyUI futhi uqinisekise ukuthi isevisi iyatholakala.
2. Lungisa imodeli ye-Pony V6 XL nezinsiza ezidingekayo.
3. Ngenisa i-nsfw-v1.0.json enikezwe indawo yokugcina ku-ComfyUI.
4. Hlola ama-node emodeli nezindlela zezinsiza zasendaweni ku-workflow.
5. Ekulungisweni kwamathuluzi e-Agent, khomba i-image_generate kusevisi ye-ComfyUI.
6. Qinisekisa ukuthi amathegi ezici ezimisiwe zomlingiswa wesifazane oyinhloko ahambisana ne-LoRA noma isilungiselelo somlingiswa esisetshenziswayo.

Isifanekiso sisebenzisa izimpawu zokwazisa zesitayela se-Pony ne-Danbooru, siqale ngamathegi ekhwalithi afana nalawa:

score_9, score_8_up, score_7_up

I-README ayinikezi amapharamitha ajwayelekile esixhumi esibonakalayo se-image_generate, ngakho ikheli lesevisi, indlela yokuqinisekisa nokuxhumanisa i-workflow kufanele kugcwaliswe ngokokusetshenziswa kwethuluzi lakho le-Agent.

Isinyathelo sesihlanu: Layisha futhi uhlole i-Skill

Ngemva kokuqeda ukuhlela amafayela, faka lonke uhla lwe-wenai endaweni ye-Skill ebonwa uhlaka lwe-Agent, bese ulayisha i-SKILL.md ngendlela yalolo hlaka. Njengoba izindawo zama-Skill nezindlela zokubhalisa zihluka phakathi kwezinhlaka, landela imibhalo yethuluzi elihambisanayo.

Ngemva kokulayisha okokuqala, kunconywa ukuthi uhlole ngokulandelana:

• Ukuthi zonke izindawo ze-[用户名] sezifakwe esikhundleni.
• Ukuthi i-akhawunti egunyaziwe iyaphumelela yini ekuqinisekisweni kobuwena.
• Ukuthi amanye ama-akhawunti ayenqatshwa yini.
• Ukuthi i-Agent ilayishe kahle yini ukulungiswa kobuntu obuzimele.
• Ukuthi i-image_generate iyakwazi yini ukuxhuma ku-ComfyUI.
• Ukuthi amafayela ephrofayela aku-assets ayakwazi yini ukufundwa nokubhalwa.

Izibonelo zokusebenzisa eziyisisekelo

Qala ubungane bansuku zonke

Ngemva kokulayisha i-Skill, ungaqala ngokubingelela okujwayelekile; akudingeki ungene ngqo esenzweni esiyinkimbinkimbi.

Umsebenzisi: Sawubona, ngivuke sekwephuzile namuhla.

Umphumela olindelekile: I-Agent iphendula ngobuntu obumisiwe nangobuwena bokuqala, iqhubeke nethoni yobudlelwano bothando futhi ixoxe ngesimo sansuku zonke esikhona.

Landela isivumelwano sangaphambilini

Okunye okubalulekile ku-wenai yinkumbulo eqhubekayo. Ungenza isivumelwano kwesinye isikhathi sokuxhumana bese ukhuluma ngaso ezikhathini ezilandelayo.

Isikhathi sokuqala: Sivumelene ngokubuka ifilimu ndawonye kusasa kusihlwa.
Isikhathi esilandelayo: Usakhumbula yini uhlelo lwethu lwakusihlwa?

Uma isimo nephrofayela kulondolozwe kahle, i-Agent kufanele iqhubeke nengxoxo isebenzisa imininingwane egciniwe, kunokuba iphathe isikhathi esilandelayo njengobudlelwano obusha obuzimele ngokuphelele.

Cela ukwenziwa kwesithombe sesimo

Uma ukuxhumana okubhaliwe sekungene esimweni esifanele ukuboniswa ngokubukeka, ungacela isithombe ngolimi lwemvelo:

Umsebenzisi: Yenza isithombe salesi simo, ugcine isitayela sezinwele, umbala wezinwele nezingubo zakho kuhambisana nesilungiselelo.

I-Skill ihlela izimpawu zokwazisa zokwenza isithombe ngokwenqubo futhi ibize i-ComfyUI nge-image_generate elungisiwe. Umphumela wangempela uncike ku-workflow, imodeli, i-LoRA namathegi ezici ezimisiwe.

Qonda amaphrofayela nokulondolozwa okuqhubekayo

I-wenai isebenzisa amafayela ukugcina ukukhula kobudlelwano, kunokuba ithembele kuphela kumongo wewindi lengxoxo elikhona.

• sensitivity.md: Irekhoda ukuzwela kwe-TA ngohlelo lwezinkanyezi futhi ikubuyekeza ngokukhula kokuxhumana.
• fetishes.md: Irekhoda izintandokazi zomsebenzisi ezitholakala ngesikhathi sokuxhumana.
• profile.md: Igcina ulwazi ngesimo somzimba se-TA.
• stats.md: Igcina izibali zokuxhumana ezichazwe yisifanekiso.

Lawa mafayela athinta ukuqhubeka phakathi kwezikhathi. Ukuwasusa kufana nokusula imemori ehambisanayo noma ukusetha kabusha ubudlelwano, ngakho akufanele uwaphathe njenge-cache yesikhashana oyisusa ngokunganaki.

Amaqhinga okusebenzisa athuthukile

Gcina ubuntu nenqubo kwehlukene

Ungafaki zonke izilungiselelo zobuntu ku-SKILL.md. Beka ubuntu ku-SOUL.md noma ku-system prompt, bese ugcina inqubo nengqondo yamaphrofayela ngaphakathi kwe-Skill; lokhu kunciphisa ukungqubuzana ngesikhathi sokulungisa kamuva.

Gcina ukubukeka komlingiswa kuhambisana

Yakha iqoqo lamathegi elizinzile lezici ezimisiwe, futhi uqinisekise ukuthi lihambisana ne-LoRA, imodeli nencazelo yobuntu. Ngaphambi kokushintsha amathegi esitayela sezinwele, umbala wezinwele noma ukwakheka komzimba, qinisekisa ukuthi lolu wushintsho oluhlala njalo noma olwesimo esisodwa kuphela.

Yenza ikhophi yokulondoloza yamaphrofayela yobudlelwano njalo

Kunconywa ukuthi wenze ikhophi yokulondoloza yalo lonke uhla lwe-assets, hhayi ifayela elilodwa kuphela. Lokhu kugcina ukuzwela, izintandokazi, isimo nezibalo ndawonye, kugwemeke ukungahambisani komugqa wesikhathi wamaphrofayela ngemva kokubuyisela.

Ububanzi bekhophi yokulondoloza obunconyiwe:
wenai/assets/sensitivity.md
wenai/assets/fetishes.md
wenai/assets/profile.md
wenai/assets/stats.md

Hlola umbhalo kuqala, bese uhlola ukwenziwa kwezithombe

Lapho uxazulula izinkinga, qala ngokuqinisekisa ukuthi ukuqinisekiswa kobuwena, ukulayishwa kobuntu, ukuxhumana ngobuwena bokuqala nokubhalwa kwamaphrofayela kusebenza kahle, bese uxhuma i-ComfyUI. Lokhu kukusiza ukuhlukanisa ukuthi inkinga ivela enqubweni ye-Agent noma kusevisi yezithombe.

Hlola ukuqhubeka phakathi kwezikhathi

Yakha isimo noma isivumelwano okulula ukusihlola, uqede isikhathi samanje bese uqala esinye, bese ubuza ngento ehlobene naso. Ngemva kwalokho hlola amafayela ephrofayela nenombolo yesimo ukuze ubone ukuthi kushintshile yini ngendlela elindelekile, uqinisekise indlela yokulondoloza.

Imibuzo evame ukubuzwa

Kwenzenjani uma umlingiswa engenabo ubuntu obucacile?

Lokhu kungenxa yokuthi isifanekiso asinabo ubuntu obakhelwe ngaphakathi. Engeza izilungiselelo zomlingiswa ku-SOUL.md ye-OpenClaw, ku-prompt yobuntu noma ku-system prompt yolunye uhlaka.

Kwenzenjani uma izithombe zingenziwa?

Qinisekisa ngokulandelana ukuthi i-ComfyUI iyasebenza yini, ukuthi i-Pony V6 XL ne-workflow kulayishwe kahle yini, ukuthi i-image_generate ikhomba kusevisi efanele yini, nokuthi imodeli ne-LoRA okusetshenziswa yi-workflow zikhona yini endaweni yangakini.

Kwenzenjani uma ukubukeka komlingiswa kungazinzi?

Hlola ukuthi amathegi ezici ezimisiwe ku-SKILL.md aphelele yini, futhi uqinisekise ukuthi lawo mathegi ahambisana ne-LoRA, ubuntu bomlingiswa nezimpawu zokwazisa ze-Pony.

Kwenzenjani uma imemori inyamalala ngemva kokulayisha kabusha?

Hlola ukuthi amafayela aku-assets asusiwe, abhalwe phezu kwawo noma awakwazi ukubhalwa yini. Ukuqhubeka kobudlelwano kuncike kulawa mafayela agcinwe, futhi ukuwahlanza kusetha amarekhodi kabusha.

Isiphetho

I-wenai ihlanganisa inqubo yokuxhumana kwezothando, izimo, ukwenziwa kwezithombe nohlelo lwamaphrofayela ibe isifanekiso se-Skill esingenziwa ngokwezifiso. Ngemva kokuqeda ukulungisa ubuwena bomsebenzisi, ubuntu obuzimele, amathegi okubukeka amisiwe ne-ComfyUI, ungaqala ngokubingelela okulula, uqinisekise kancane kancane ukuqhubeka kwezimo nememori phakathi kwezikhathi, bese usebenzisa amakhophi okulondoloza ukugcina isikhathi eside amarekhodi okukhula kwalobu budlelwano obucatshangelwayo.

Le phrojekthi ithole ukwesekwa kokukhuthazwa komthombo ovulekile kwa-LINUX DO.