Gcina Ama-Agent Okubhala Ikhodi Eqhubeka Ngokubeka Ukuqalisa Phambili

Lokho Okwenziwa I-Forward Implementation First Ekuqaleni

I-Forward Implementation First iyikhono le-ejenti eliklanyelwe ukuvimbela ama-ejenti okubhala ikhodi ukuthi abhajwe ekugcineni amarekhodi epayiphalayini. Igcina ukunaka ekwakheni umkhiqizo oceliwe, ekuqinisekiseni ukuziphatha okuthintekile, nasekuqhubekeni phambili esikhundleni sokulungisa ngokuphindaphindiwe ama-hashi, amarisidi, izingidi, amadeshibhodi, noma izimpawu zenqubekelaphambili.

Le phrojekthi ngokuyinhloko iqukethe ikhono le-Markdown elinemigqa ecishe ibe ngu-150 kanye ne-YAML frontmatter. Ilandela umgomo we-Agent Skills futhi ayincikile kumodeli, ethuluzini, noma esizindeni esithile.

Leli khono liwusizo ikakhulukazi ezinqubweni zomsebenzi ezithatha isikhathi eside lapho i-orchestrator iqopha imethadatha yezigaba ezihlelwe ngokulandelana. Lapho leyo methadatha isiphelelwe yisikhathi, i-ejenti ingaphambanisa ukungafani nobufakazi bokuthi imiphumela ebivumelekile ngaphambilini ayilungile. I-Forward Implementation First inikeza umthetho wokwenza izinqumo ohlukanisa umsebenzi wangempela wokunemba nokugcinwa kokuphathwa.

Ukuhlukaniswa Okuyisisekelo

Ngaphambi kokuthatha isinyathelo, i-ejenti isihlukanisa sibe esinye sezigaba ezintathu.

1. Ukuqaliswa kwesemantiki: Umsebenzi owakha noma oxhumanisa umkhiqizi, umsebenzisi, i-adaptha, indlela yesikhathi sokusebenza, i-schema, i-fixture, noma umphumela wokugcina.
2. Ukuqinisekiswa okugxilile: Ukuhlola okubheka i-cone yokuncika eshintshiwe ngokuziphatha, i-schema, izibalo, amasampula ahleliwe, ukulondolozwa, ukuvumelana, ukunganqunywa, kanye nesikhathi noma inkumbulo elinganisiwe.
3. Ukugcinwa kwamarekhodi okuphatha: Umsebenzi okhiqiza noma olungisa ama-hashi, izingidi, amarisidi, amadeshibhodi, izimpawu zokuqinisekisa, imethadatha yenqubekelaphambili, noma amarekhodi asekelwe ebukhoneni kuphela.

Umthetho wokusebenza ulula: yenza ukuqaliswa kwesemantiki nokuqinisekiswa okugxilile. Yeqa ukugcinwa kwamarekhodi okuphatha ngaphandle uma umsebenzisi ekucela ngokusobala noma leyo-artifact iyingxenye yomkhiqizo. Uma ukuncika okusekelwe ekugcineni amarekhodi kuphela kuvimbela umsebenzi okhiqizayo ngaphandle kokuvikela ukunemba, kususe lokho kuncika.

Kungani Ukugcinwa Kwamarekhodi Epayiphalayini Kuba Yinkinga

Cabanga ngepayiphalayini lapho isigaba 40 sidala ifayela lesigaba 41. I-orchestrator iphinde ibhale irekhodi le-JSON eliqukethe uphawu lokuqedwa kanye ne-hashi yokufaka. Uma umkhiqizi eshintsha, i-hashi ingase ingasafani ngisho noma umphumela okhona wesigaba usalungile.

Ngaphandle kwenqubomgomo ecacile, i-ejenti ingase yenze izigaba eziningi zangaphambili zingasebenzi, yenqabe ukuqhuba isigaba 41 ngesandla, ikhiqize kabusha izimpawu ezingahlobene, bese ibika imethadatha elungisiwe njengentuthuko. Isinqumo ngasinye sendawo singabonakala siqaphile, kodwa umphumela ohlangene uchitha isikhathi ngaphandle kokuthuthukisa umphumela oceliwe.

Imethadatha yokuphatha ayithathi indawo yobufakazi bokuthi umphumela ulungile.

Leli khono livimbela lokhu kwehluleka ngokudinga ama-ejenti ukuthi aqinisekise imiphumela kunokuphatha ubukhona noma ubusha bemethadatha njengobufakazi.

Lokho Ikhono Elingakukhululi

I-Forward Implementation First ayisona isiyalelo sokunganaki ukunemba. Ihlukanisa amarekhodi e-orchestration alahlwayo ezindleleni zobuqotho nakubufakazi obuvikela umkhiqizo ngempela.

• Ubuqotho bomkhiqizo busadingeka. Ama-checksum aqinisekiswa abasebenzisi, amasignesha adingekayo, nama-hashi achazwe yinkontileka yomphumela kuyizici zomkhiqizo, akuwona amaphepha nje.
• Ubunikazi bokufaka nobokubuyekeza busadingeka. I-ejenti kufanele yazi ukuthi iyiphi inguqulo noma ithagethi eyilungisayo.
• Ukuhlola okugxile emiphumeleni kusadingeka. Ama-benchmark, ukuphindaphinda izinkinga, ukuhlola, nokuqhutshwa kokuphela kuya kokuphela kusaqhubeka nokunikeza ubufakazi obubalulekile.
• Ukumboza akuwona umphumela. Ukusebenzisa indlela ethile akufakazeli ukuthi leyo ndlela ikhiqize impendulo efanele.

Irekhodi lokuqalisa eliqukethe umyalo, okokufaka, umphumela, kanye nokulindelekile okuhloliwe lingaba ubufakazi bangempela. Uma lingekho, i-ejenti ayikwazi ukwenza isimangalo ebesizosekelwa yilelo rekhodi. Nokho, ukungabikho kwalo akwenzi ngokuzenzakalelayo izigaba ezingahlobene zangaphambili epayiphalayini zingasebenzi.

Ukufaka

Faka Kumafolda Atholakele Amakhono Ama-ejenti

Yenza i-clone yendawo yokugcina bese uqhuba iskripthi sokufaka esifakiwe:

git clone https://github.com/Vuk97/forward-implementation-first
cd forward-implementation-first
./install.sh

Iskripthi sikopisha i-SKILL.md kuwo wonke amafolda amakhono ama-ejenti asekelwayo esiwatholayo. Izindawo ezibhalwe phansi yilezi:

• Claude Code: ~/.claude/skills/forward-implementation-first/
• Codex: ~/.codex/skills/forward-implementation-first/
• Umgomo owabelwana ngawo: ~/.agents/skills/forward-implementation-first/

Faka Kuphela Kuphrojekthi Eyodwa

Ukuze kube nokuziphatha okulinganiselwe kuphrojekthi, kopisha ifolda yekhono ku-.claude/skills/ noma ku-.agents/skills/ ngaphakathi kwendawo yokugcina. Lokhu kugcina inqubomgomo ihlotshaniswa naleyo phrojekthi esikhundleni sokuyifaka kuzo zonke izindawo zokusebenza.

Qalisa kabusha i-ejenti ngemva kokufaka. Amaseshini akhona awawalayishi ngokuzenzakalelayo amakhono.

Ikhono liyisiphakamiso, futhi imodeli inquma ukuthi izolilayisha yini. Uma i-ejenti yakho isekela imithetho noma ama-hook asebenza njalo, beka nomthetho oyinhloko wokwenza izinqumo lapho.

Ukusetshenziswa Okuyisisekelo

Isinyathelo 1: Thola Isenzo Esilandelayo Esihlobene Nomkhiqizo

Qala nge-cursor yamanje yepayiphalayini noma ngokuncika okulandelayo okungakaqedwa. Buza ukuthi isenzo esiphakanyisiwe siyashintsha yini ukuqaliswa, siqinisekisa umphumela oshintshiwe, noma silungisa imethadatha ye-orchestration kuphela.

Isenzo esiphakanyisiwe: Xhuma isigaba 41 nomphumela okhiqizwe isigaba 40.
Ukuhlukaniswa: Ukuqaliswa kwesemantiki.
Isinqumo: Yenza lesi senzo.

Isinyathelo 2: Qinisekisa I-Cone Yokuncika Eshintshiwe

Ngemva kokusetshenziswa, hlola isifunda esincane kunazo zonke esingase sithinteke. Ukuhlola okufanele kungabandakanya ama-schema, ukubalwa kwemigqa noma kwezinto, amasampula ahlelekile, izakhiwo zokulondolozwa, ukuvumelana, ukutholwa kokunqanyulwa, ukuziphatha kusukela ekuqaleni kuze kube sekupheleni, nokusetshenziswa kwezinsiza okulinganisiwe.

Isenzo esiphakanyisiwe: Qinisekisa i-schema sesigaba 41, inani lemiphumela, amasampula ahlelekile,
nokunganqunywa ngemva kokushintsha umkhiqizi waso.
Ukuhlukaniswa: Ukuqinisekisa okugxilile.
Isinqumo: Yenza ukuhlola bese uqopha ubufakazi.

Isinyathelo 3: Yenqaba Ukubalwa Kwezokuphatha Njengomgomo Ozenzakalelayo

Uma okuwukuphela kwesenzo esiphakanyisiwe kuwukukhiqiza kabusha irisidi eliphelelwe yisikhathi noma umaka wokuqedwa, yeqa lokho ngaphandle kokuthi umsebenzisi acele leyo nto noma ibe yingxenye yomkhiqizo okufanele ulethwe.

Isenzo esiphakanyisiwe: Yakha kabusha amarisidi okuqedwa ezigaba 12 kuya ku-40 ezingashintshwanga.
Ukuhlukaniswa: Ukubalwa kwezokuphatha.
Isinqumo: Yeqa ngaphandle kokuthi kucelwe ngokusobala noma kudingwe umkhiqizo.

Isinyathelo 4: Susa Izithiyo Ezisetshenziselwa Ukuphatha Kuphela

Uma umaka ophelelwe yisikhathi uvimbela isigaba esilandelayo esivumelekile ukuthi sisebenze kodwa ungavikeli ukunemba, sebenzisa leso sigaba mathupha, uqinisekise umphumela waso, uwushicilele, bese uqhubeka usuka ku-cursor. Ngemva kwalokho susa ukuncika kokuphatha kuphela ukuze isithiyo esifanayo singaphindi sivele.

Sebenzisa Umthetho We-Cursor Eya Phambili

Isigaba esiqediwe kufanele siphindwe noma sibuyiselwe emuva kuphela uma kunesizathu esibalulekile. I-skill ibona lezi zizathu ezilandelayo:

• Incazelo yokokufaka kwesigaba ishintshile.
• Inguqulo okuqondiswe kuyo noma ephiniwe ishintshile.
• Umphumela awulungile ngokwesakhiwo, unqunyiwe, awulondolozi, awuhambisani, noma awuhambisani nomsebenzisi wawo.
• Ukusebenza okubonwe kuphikisa umphumela wangaphambilini omile.
• Ikhoni yokuncika emenyezelwe ngumkhiqizi oshintshiwe ihlanganisa leso sigaba.

Imethadatha engekho noma ephelelwe yisikhathi ayanele iyodwa. Phinda usebenzise ikhoni yokuncika ethintekile encane kunazo zonke, kunokuba uqale kabusha umlando ophelele.

Isibonelo Sesinqumo Sokubuyisela

Okubonwayo: I-hashi yerisidi yesigaba 40 iphelelwe yisikhathi.
Ukuhlolwa komphumela: I-artifact yesigaba 40 yakheke kahle futhi iyahambisana nesigaba 41.
Ukuhlolwa kokuncika: Umkhiqizi oshintshiwe awuthinti incazelo yesigaba 40.
Isenzo: Ungaphindi usebenzise isigaba 40. Qhubekela esigabeni 41 bese uqinisekisa umphumela waso.

Uma ukuqinisekisa kuthola umphumela ongakhiwe kahle noma ongahambisani, ukuphinda kusetshenziswe kuyafaneleka ngoba isizathu singokencazelo, hhayi esokuphatha.

Sebenzisa Amachibi Abasebenzi Ngaphandle Kokudala Amaqiniso Ancintisanayo

I-skill iphinde ichaze indlela ehlelekile yomsebenzi ohambisanayo.

• Qalisa inqubo eyodwa kuphela esindayo ngesikhathi, njengomhlanganisi, i-test suite ephelele, umsebenzi omkhulu wedatha, i-benchmark, noma ukuskena okude.
• Sebenzisa imizila ehambisanayo emsebenzini olula kumafayela angagqagqani.
• Uma kugunyazwe ichibi labasebenzi abangu-N, gcwalisa kabusha imizila njengoba ziqeda kunokuba ulinde igagasi eliphelele.
• Ungaqambi imisebenzi enenani eliphansi ukuze ugcine wonke umsebenzi esebenza.
• Gcina ukwenziwa komsebenzi osindayo, ukushicilela, ukuhambisa i-cursor, neziphetho zokugcina emzileni oyinhloko.
• Vumela abasebenzi abahambisanayo ukuthi balungiselele futhi bahlole, kodwa uqinisekise umphumela wabo ngaphambi kokuwusebenzisa.
• Ungavimbi inqubekelaphambili ulinde yonke imizila. Sebenzisa umphumela womzila lapho sekufinyelelwe ekuncikeni kwawo.

Lesi sakhiwo sivumela ukuhambisana okuwusizo ngaphandle kokuvumela abasebenzi abaningi ukuthi babe yimithombo yeqiniso encintisanayo.

Amathiphu Athuthukile

Hambisa Umthetho Wesinqumo Ku-Configuration Esebenza Njalo

Ngenxa yokuthi imodeli ingakhetha ukungalayishi i-skill, izindawo ezinemithetho eqhubekayo noma ama-hook kufanele ziphinde inqubomgomo eyinhloko lapho: hlukanisa isenzo ngasinye, yenza ukusetshenziswa nokuqinisekisa okugxilile, futhi ugweme umsebenzi wokuphatha ngaphandle kokuthi uceliwe noma uhambisana nomkhiqizo.

Chaza Ngokucacile Ubuqotho Bomkhiqizo

Bhala phansi ukuthi yimaphi ama-hashi, amasiginesha, ama-manifest, noma amarekhodi okuhlola ayingxenye yenkontileka yomphumela. Lokhu kuvimbela i-agent ekulahlekeni izici zangempela ngephutha, kuyilapho kusayivumela ukuthi izibe omaka bokuhlela abangadingeki.

Memezela Amakhoni Okuncika

Lapho kungenzeka, yenza ubudlelwano bomkhiqizi nomthengi bucace. Ikhoni yokuncika ecacile isiza i-agent ukuthi iphinde isebenzise izigaba ezithintekile kuphela futhi igweme ukungasebenzi okubanzi okubangelwa ukungaqiniseki.

Qopha Ubufakazi, Hhayi Ukuba Khona Kuphela

Khetha amarekhodi akhomba umyalo, okokufaka, umphumela, nesimo esilindelekile. Umaka obonisa ukuba khona kuphela uthi kukhona okwasebenza; irekhodi elinobufakazi lisiza ukuthola ukuthi kusebenze yini.

Hlukanisa Ukulungiselela Negunya

Sebenzisa abasebenzi abahambisanayo ukuhlola amafayela, ukulungisa ama-patch, noma ukuqoqa ulwazi, kodwa ugcine igunya lokwenza neziphetho kumzila oyinhloko. Qinisekisa umphumela wabasebenzi ngaphambi kokuwuhlanganisa noma ukuwushicilela.

Lapho Kufanele Usebenzise Khona I-Skill

I-Forward Implementation First ifanele:

• Amaphayiphi anezigaba ezihlelekile ne-cursor egciniwe.
• Ama-artifact akhiqiziwe asetshenziswa yizigaba zakamuva.
• Imisebenzi enama-manifest, ama-lockfile, noma amarisidi akhiqizwa ngumhleli.
• Ukusebenza okuqhubekayo ngaphandle kokuqondiswa ngumuntu njalo.
• Ama-repository athintwa ama-agent noma izikhathi eziningi.
• Amaphayiphi e-ETL, ukucutshungulwa kwedatha ngezigaba, ukuthuthwa okukhulu kwekhodi, imisebenzi yokwakha nokukhipha, ukukhiqizwa kwemibhalo, ukuhlaziya kwamaqoqo, namamephu emigwaqo athatha izinsuku eziningi.

Yeqa yona emisebenzini eyenziwa kanye, ezikhathini ezimfushane zokusebenzisana, noma emisebenzini lapho umkhondo wokuhlola uqobo uyinto okufanele ilethwe. Uma abasebenzisi noma ababuyekezi kulindeleke ukuthi basebenzise amarisidi, lawo marekhodi ayingxenye yomkhiqizo kunokuba abe umthwalo wokuphatha.

Isiphetho

I-Forward Implementation First inikeza ama-agent okubhala amakhodi isiyalo esincane kodwa esisebenzayo: yakha umkhiqizo, qinisekisa ukuziphatha okuthintekile, futhi ungaphambanisi amaphepha omsebenzi wepayipi nokunemba. Umthetho wayo wekhesa ebheke phambili unciphisa ukuphinda okungadingekile, kuyilapho isiqondiso sayo seqoqo labasebenzi sisekela ukusebenza okufanayo okuphephile. Faka le skill, qala kabusha i-agent, futhi uqinise umthetho wayo wokuthatha izinqumo ngokusebenzisa ukucushwa okuhlala kuvuliwe uma kutholakala.