Yeqa uye kokuyinhloko
Izifundo ze-AI

Ukwakha uhlelo lokusebenza lokuqukethwe lwe-Xiaohongshu olungabuyekezwa nge-WorkBuddy XHS Skills

Lesi sifundo sichaza ukuthi ungayifaka kanjani i-WorkBuddy XHS Skills ku-Codex noma ku-Claude Code, bese usebenzisa amamojuli ayisithupha okubambisana ukuze uqedele ukubekwa kwezentengiso, iphrofayela ye-akhawunti, ukuhlela izihloko, ukwenza ngcono okuqukethwe, ukuhlela ukushicilela kanye nokubuyekeza idatha.

Uhlelo lokuqukethwe lwe-Xiaohongshu olungabuyekezwa nge-WorkBuddy XHS Skills

I-WorkBuddy XHS Skills ayilona nje iqoqo lemiyalelo yokukhiqiza imibhalo ye-Xiaohongshu, kodwa iwuhlelo lokusebenza lokuqukethwe olungafakwa ku-Codex, ku-Claude Code noma ku-WorkBuddy. Iqala ngezinjongo zokwenza imali ukuze ihlele ukubekwa kwe-akhawunti, bese iguqula lokho kubekwa kube yiphrofayela ye-akhawunti, inqolobane yezihloko, uhlelo lokushicilela, okuqukethwe kwesithombe nombhalo okukodwa kanye nokuhlolwa kwemiphumela.

Uhlelo lokusebenza lokuqukethwe lwe-WorkBuddy Xiaohongshu ukusuka ku-0 kuya ku-1000

Okubalulekile kwephrojekthi akukhona ukwenza i-AI ikhiqize imibhalo eminingi yokumaketha, kodwa ukwakha kancane kancane uhlelo lokuqukethwe olufana kakhulu nomdali uqobo futhi oluqonda kangcono indlela ye-akhawunti ngokushicilela njalo, ukuqopha idatha nokulungisa imicabango.

Yiziphi izinkinga ezingaxazululwa yiphrojekthi

Uma uqala i-akhawunti ye-Xiaohongshu kusukela ekuqaleni, noma usuvele unayo kodwa ukubekwa kwayo kuhlakazekile futhi okuqukethwe kungenabo ubuntu, lolu hlelo lokusebenza lungavumela i-Agent ukuthi ikusize ekwenzeni izinqumo zokuphatha isigaba ngesigaba. Inqubo ephelele ngokuvamile iletha lokhu okulandelayo:

  1. Ukubekwa nendlela yokwenza imali: Cacisa abantu obasebenzelayo, inkinga eyinhloko, izizathu zokuthembeka kuwe, kanye nezinsizakalo zokubonisana, izifundo noma eminye imikhiqizo ongayihlinzeka esikhathini esizayo.
  2. Iphrofayela ye-akhawunti: Gcina ithoni, okuhlangenwe nakho kwangempela, izimangalo ezithembekile kanye nemingcele yokuqukethwe neyokubukeka.
  3. Ukuhlaziya amasampula: Hlaziya indlela okuqukethwe kwakamuva okunabalandeli abambalwa kodwa idatha ephezulu okuthola ngayo ukuchofozwa, isikhathi sokuhlala nokusebenzisana.
  4. Izihloko nezihloko ezinkulu: Khiqiza izihloko ezihlelekile ezingaphezu kuka-35, bese wengeza amafomula ezihloko, iziqondiso zamakhava nokubaluleka kwazo.
  5. Uhlelo lokushicilela: Hlela okuqukethwe kokuqala okungu-10 kanye nesigqi sokushicilela sezinsuku ezingu-7 noma ezingu-30.
  6. Ukwenza ngcono okuqukethwe okukodwa: Thola izimpawu zokuthi kubhalwe yi-AI, gcina imibono yangempela bese uhlela isakhiwo sesithombe nombhalo samakhasi angu-6 kuya kwangu-8.
  7. Ukubuyekezwa kwedatha: Hlukanisa imicabango esebenzayo nengasebenzi, bese uhlela izinyathelo zokulungisa zesonto elilandelayo.

Idatha yokufunda nokusebenzisana eboniswe ku-README ikhombisa ukuthi le ndlela ivela ekuphathweni kokuqukethwe kwangempela, kodwa iphrojekthi ikubeka ngokusobala ukuthi izibonelo azisona isithembiso ngenani labalandeli, ithrafikhi noma imiphumela yokwenza imali.

Yazi ama-Skill ayisithupha

Iphrojekthi ihlukanisa inqubo yokuphatha ibe ama-Skill ayisithupha asebenzisanayo. Ukuqonda imisebenzi yawo kusiza ekukhetheni lapho uzoqala khona.

1. Ukubuyisela emuva ukubekwa kusukela ekwenzeni imali

wb-xhs-monetization-backsolve isetshenziswa esigabeni sokuthi “angazi ukuthi ngenze liphi i-akhawunti futhi angazi ukuthi ngizothengisani esikhathini esizayo”. Ihlela izindlela zokwenza imali, ikhadi lokubekwa, imatrix yokuqukethwe kanye nohlelo lokuqinisekisa lwezinto ezingu-10 kuya kwezingu-20.

2. Ukwakha iphrofayela ye-akhawunti

wb-xhs-account-profile isiza ukuxazulula inkinga yokuthi okukhiqizwa yi-AI akufani nomuntu nokuthi indlela yokuziveza kwe-akhawunti ayivumelani. Imiphumela yayo eyinhloko ihlanganisa amasampula olimi, izimangalo ezithembekile, okuhlangenwe nakho komuntu kanye nemingcele yokuqukethwe neyokubukeka.

3. Ukuhlaziya amasampula anabalandeli abambalwa nedatha ephezulu

wb-xhs-low-follower-pattern ikusiza ukukhetha amasampula akamuva, ihlaziye ukuchofozwa okulethwa yikhava nesihloko, isikhathi sokuhlala esilethwa umzimba wombhalo, kanye nezizathu ezibangela ukulondolozwa namazwana.

4. Ukwakha inqolobane yezihloko

wb-xhs-topic-bank ibhekene nezimo lapho kushoda khona izihloko, izihloko ezinkulu noma izingwegwe zamakhava. Ingahlela izihloko ngezindlela zobuhlungu, izinombolo, ukuqhathanisa, ukushoda, ukuzwelana, izinsiza kanye nemibono ephikisana nokujwayelekile.

5. Ukulungisa umbhalo ukuze ube owomuntu kanye nokuhlola ukuhambisana nemithetho

wb-xhs-humanize-compliance isetshenziselwa ukuphatha imibhalo yokuqala ebushelelezi kakhulu, engenalutho noma efana nesifanekiso. Iletha ukuhlolwa kwezimpawu ze-AI, ukulungiswa kombhalo ukuze ube owomuntu, ukuhlolwa ngaphambi kokushicilela kanye nokwehlukaniswa kwamakhasi esithombe nombhalo.

6. Ukuhlela nokubuyekeza

wb-xhs-schedule-review ibhekene nokuhlela okuqukethwe kokuqala okungu-10, ukwakha ibhodi ledatha, ukubuyekeza ukubekwa nokuklama izivivinyo zesonto elilandelayo. Ingaba ithuluzi lokuhlela i-akhawunti entsha ekuqaleni, futhi ingaphinda isetshenziswe ngemva kokushicilela umjikelezo owodwa.

Ukufaka nokusetha

Qala ngokulanda noma ukulingisa iphrojekthi uyibeke endaweni yangakini, bese ungena empandeni yenqolobane equkethe izinkomba eziyisithupha ze-wb-xhs-*. Ngemuva kwalokho kopisha i-Skill ngokwethuluzi le-Agent olisebenzisayo.

Ukufaka ku-Codex

cp -R wb-xhs-* ~/.codex/skills/

Ukufaka ku-Claude Code

cp -R wb-xhs-* ~/.claude/skills/

Ngemva kokuqeda ukukopisha, qala kabusha uhlelo lokusebenza olufanele ukuze ama-Skill asanda kufakwa alayishwe kabusha. Inkomba ngayinye ye-Skill iqukethe i-SKILL.md ne-test-prompts.json: eyokuqala ichaza amakhono i-Agent engawabiza, eyesibili inikeza izimo zokuhlola zokuqalisa, imingcele nokubuyela emuva.

Iphrojekthi ibhekiswe naku-WorkBuddy, kodwa umyalo wokukopisha oqondile onikezwe yi-README uhlanganisa kuphela i-Codex ne-Claude Code. Uma usebenzisa enye indawo, lungisa indlela yokulayisha ama-Skill ngokwendlela yethuluzi elifanele; ungacabangi ngokuqondile ukuthi isakhiwo sezinkomba siyafana.

Ukusetshenziswa okuyisisekelo: Chaza umgomo ngokuqondile

Ngemva kokufaka akudingeki ukhumbule amagama ama-Skill. Ungachaza ngokuqondile isisekelo se-akhawunti, abasebenzisi oqondiswe kubo, amandla akho, indlela yokwenza imali kanye nemingcele yokuziveza, bese uvumela i-Agent inqume ukuthi imaphi amamojuli okufanele iwabize.

Isibonelo sokuqala: Ukwakha i-akhawunti kusukela ekuqaleni

Ngifuna ukwenza i-akhawunti yamathuluzi e-AI ebhekiswe kwabasanda kuqala ukusebenza, futhi esikhathini esizayo ngenze imali ngokubonisana.
Ngicela ungihole kusukela ekubekweni, wakhe iphrofayela ye-akhawunti, bese uhlela okuqukethwe kokuqala okungu-10.

Kulo msebenzi, i-Agent kufanele iqale ngokucacisa ukubekwa nendlela yokwenza imali, bese yakha iphrofayela ye-akhawunti engasetshenziswa isikhathi eside, ekugcineni ihlele umjikelezo wokuqala wokuqukethwe, kunokuba ikhiqize ngokushesha imibhalo eminingi engaxhumene.

Isibonelo sesibili: Ukufaka ulwazi lomuntu olugcwele

Ngingumfundi wezobuciko nesintu, futhi ngisebenzisa i-AI njalo ekubhaleni nasekuphatheni ulwazi.
Ngifuna ukusiza abantu abasebenzayo “abafuna ukusebenzisa i-AI ukuthuthukisa ukusebenza kahle kodwa abangazi ubuchwepheshe”.
Esikhathini esizayo ngifuna ukwenza imali ngokubonisana nangezifundo.
Angifuni ukumaketha okuyihaba, futhi angithembisi esidlangalaleni imiphumela ethile.

Lolu hlobo lokufaka lunikeza ngesikhathi esisodwa okuhlangenwe nakho, izethameli, izidingo, indlela yokwenza imali kanye nemingcele yokuziveza. I-Agent ingasebenzisa lokhu ukukhiqiza ikhadi lokubekwa, izindlela eziyinhloko nezesibili zokwenza imali, iphrofayela ye-akhawunti, izihloko ezihlelekile, uhlelo lwezinto zokuqala ezingu-10 kanye nohlaka lokubuyekeza oluzolandela.

Isibonelo sesithathu: Ukuhlela kabusha i-akhawunti ekhona

Lokhu okuqukethwe nedatha engakushicilela esikhathini esidlule.
Ngicela unqume ukuthi ukubekwa kudinga ukuncishiswa yini, bese unginika uhlelo lokuhlola lokuqukethwe okungu-10 kumjikelezo olandelayo.

Uma usebenzisa le ndlela, zama ukunikeza isihloko nedatha ekhona yokuqukethwe ngakunye. Uhlelo lokusebenza lugxile ekuqinisekiseni ukubekwa ngomjikelezo wokuqukethwe, hhayi ekunqumeni ukushintsha indlela ngokwemizwa yomuntu kuphela.

Isibonelo sesine: Ukwenza ngcono okuqukethwe okukodwa

Lo mbhalo wokuqala unophawu oluningi lwe-AI.
Ngicela ugcine umbono wami wangempela, uwulungise ube umbhalo we-Xiaohongshu ongashicilelwa ngokuqondile,
uphinde uwuhlukanise ube yisakhiwo sesithombe nombhalo samakhasi angu-8.

Ukuze uthole umphumela onobuntu obengeziwe, ungangeza izigcawu zangempela, okuhlangenwe nakho kwamaphutha, izingxoxo, idatha nezinguquko zangaphambi nangemuva. Umuzwa wobuqiniso uvela kakhulu emininingwaneni engaqinisekiswa, hhayi ekwandiseni amagama okukhuluma nje.

Izinhlelo ezintathu zokusebenza ezinconyiwe

Ukuqala i-akhawunti entsha kusukela ekuqaleni

wb-xhs-monetization-backsolve
→ wb-xhs-account-profile
→ wb-xhs-schedule-review
→ wb-xhs-topic-bank
→ wb-xhs-humanize-compliance
→ wb-xhs-low-follower-pattern
→ wb-xhs-schedule-review

Le ndlela iqala ngokunquma indlela yezentengiso nendlela i-akhawunti eziveza ngayo, bese ihlela okuqukethwe komjikelezo wokuqala. Ngemva kokushicilela, ihlaziya amasampula angaphandle iphinde ibuyekeze, ukuze iziphetho zedatha zibuyele ohlelweni olulandelayo.

Ukuhlela kabusha i-akhawunti ekhona

wb-xhs-schedule-review
→ wb-xhs-monetization-backsolve
→ wb-xhs-account-profile
→ wb-xhs-low-follower-pattern
→ wb-xhs-topic-bank

I-akhawunti ekhona kufanele iqale ihlole idatha yomlando nesimo sokubekwa, bese inquma ukuthi kufanele inciphise, igcine noma ihlole indlela entsha yokuqukethwe.

Ukwenza ngcono okuqukethwe okuthile

wb-xhs-topic-bank
→ wb-xhs-humanize-compliance
→ wb-xhs-low-follower-pattern

Lolu hlelo olufushane lufanele abadali asebevele beyazi indlela yabo kodwa abadinga ukuthuthukisa isihloko, isihloko esikhulu, indlela yokubhala umzimba kanye nesakhiwo sesithombe nombhalo.

Amasu athuthukile

Chaza indlela yezentengiso kuqala, bese wandisa izihloko

Ungathathi “ukuthola izihloko eziningi” njengesinyathelo sokuqala. Uma umsebenzisi oqondiswe kuye, impahla yokwethembeka kanye nomkhiqizo ongahlinzekwa kungakacaci, izihloko eziningi zingenza i-akhawunti ihlakazeke. Kufanele uphendule imibuzo emithathu kuqala:

  • Usiza luphi uhlobo lwabantu ngokuqondile?
  • Iyiphi inkinga obaxazululela yona?
  • Kungani kufanele bakwethembe?

Ngemva kokuqeda le mibuzo, vumela inqolobane yezihloko ikhiqize imatrix yokuqukethwe ezungeze ukubekwa.

Phatha iphrofayela ye-akhawunti njengempahla eqhubeka ibuyekezwa

Iphrofayela ye-akhawunti ayilona nje incazelo yangemuva esetshenziswa kanye. Ngemva komjikelezo ngamunye wokushicilela, kufanele ubhale emuva ephrofayilini ithoni eqinisekisiwe, izihloko ezisebenzayo, impendulo yabasebenzisi, izibonelo ezithembekile kanye nemingcele yokuqukethwe. Ekukhiqizeni okulandelayo, qhubeka usebenzisa inguqulo ebuyekeziwe ukuze unciphise ukungahambisani kwendlela yokuziveza.

Hlaziya isakhiwo, ungakopishi umbhalo wokuqala

Iphrojekthi incoma ukuthi kuqala kutholakale amasampula angempela akamuva anabalandeli abambalwa kodwa asebenza kahle, kuhlaziywe isithembiso sekhava, isihloko, isiqalo, isakhiwo somzimba, izizathu zokulondoloza kanye nezisusa zamazwana. Okudluliswa kwenye indawo yindlela yokuqukethwe, hhayi imisho noma indlela yokuziveza yomunye umuntu.

Sesha amagama angukhiye bese uhlela ngokwakamuva ukuze uthole amasampula anabalandeli abambalwa nedatha ephezulu

Ekusebenzeni, ungasesha amagama angukhiye emkhakheni othile bese ushintshela kokuthi “okusha kakhulu” ukuze uthole amasampula okufanele ahlaziywe kokuqukethwe kwakamuva. Lapho uhlaziya, landela imithetho yesikhulumi namalungelo abanye, futhi ugweme ukukopisha umbhalo wokuqala.

Yehlisa izimpawu ze-AI ngobufakazi

Lapho ucela i-Agent ukuthi ilungise umbhalo, ungasho nje ukuthi “wenze ube ngolimi lokukhuluma”. Indlela esebenza kangcono ukufaka ubufakazi obuthile, njengokuhlangenwe nakho kwakho, indawo okwenzeke kuyo, inqubo yamaphutha, izingxoxo zangempela, idatha yokusetshenziswa kanye nezinguquko ngaphambi nangemva kwesenzo. Lolu lwazi lusiza okuqukethwe kwakhe ukwethembeka.

Thatha okuqukethwe kokuqala okungu-10 kuya ku-20 njengesikhathi sokuqinisekisa

Ungakopishi ngokuphelele konke ngenxa yokuthi okuqukethwe okukodwa kunedatha ephezulu, futhi ungayeki ngokushesha ngenxa yokuthi okuqukethwe okuthathu okulandelanayo kunedatha ephansi. Indlela ezinzile iwukuchaza kusenesikhathi izihloko zokuhlola nezinkomba okufanele zibhekwe, uqedele umjikelezo owodwa, ubuyekeze ndawonye, bese unquma ukuthi yini okufanele igcinwe, ilungiswe noma imiswe kumjikelezo olandelayo.

Sebenzisa imibhalo yephrojekthi ukuze uqonde ama-Skill ngokujulile

Ngaphezu kwezinkomba eziyisithupha ze-Skill, inqolobane inikeza nemibhalo eminingi yangaphakathi. I-INDEX.md iqopha ukuncika kwama-Skill nokulandelana okunconyiwe, i-BOOK_OVERVIEW.md inikeza ukuqonda nokugxeka kwendlela yokuqala, i-DIGEST.md ihlanganisa ingqikithi yendlela, kanti i-verified.md igcina amayunithi endlela aseqinisekisiwe. I-rejected/ yona iqopha iziphakamiso ezingafakwanga kuma-Skill nezizathu zazo.

Imingcele yokusebenzisa nezinto okufanele zinakwe

  • Ama-Skill ahlinzeka ngendlela yokuphatha okuqukethwe nokusekelwa kwezinqumo, kodwa awaqinisekisi inani labalandeli, ithrafikhi noma imiphumela yokwenza imali.
  • Imithetho yesikhulumi, indlela yokuncoma kanye namakhono amathuluzi kungashintsha; ngaphambi kokushicilela kusadingeka kuqinisekiswe ngemithetho yamanje.
  • Izimangalo ezingenabo ubufakazi obuzinzile, njengokuthi “ukufudumeza i-akhawunti” noma “ithrafikhi yamadivayisi athile ingcono”, azifakwanga enqubweni yokusebenza.
  • Lapho uhlaziya okuqukethwe okuqhathaniswayo, funda kuphela isakhiwo, indlela nezidingo zabasebenzisi; ungakopishi umbhalo wokuqala futhi ungephuli amalungelo abanye.
  • Iphrojekthi ihlela okwamanje ukwengeza i-Skill yokungena eyodwa, izifanekiso ze-akhawunti nezokuhlela, amagama okubukisa esiShayina kanye nokuhlolwa okuzenzakalelayo kokubuyela emuva; ngakho kulesi sigaba usengacacisa amamojuli mathupha ngokomsebenzi.

Isifinyezo

I-WorkBuddy XHS Skills iguqula ukuphathwa kwe-Xiaohongshu kusuke emsebenzini wokubhala wesikhathi esisodwa kube uhlelo olujikelezayo “lokubeka, ukwakha iphrofayela, ukukhetha izihloko, ukulungisa umbhalo, ukushicilela nokubuyekeza”. Isiqalo esisebenza kakhulu akukhona ukucela i-Agent ukuthi ibhale imibhalo eyishumi ngokushesha, kodwa ukunikeza okuhlangenwe nakho kwangempela, izethameli eziqondisiwe, inhloso yokwenza imali kanye nemingcele yokuziveza, bese usebenzisa idatha yokuqukethwe kokuqala okungu-10 kuya ku-20 ukuze ulungise ngokuqhubekayo iphrofayela ye-akhawunti nezivivinyo zomjikelezo olandelayo.