Hlola Ngokuphepha Imiyalelo Ye-AI Ephelelwe Isikhathi nge-Skill Sunset

Yini i-Skill Sunset?

I-Skill Sunset iyithuluzi lomugqa womyalo lokuhlola imiyalelo eqoqwe yama-ejenti e-AI. Iskena amafayela afana ne-AGENTS.md, CLAUDE.md, kanye ne-SKILL.md ukuze ihlonze izinkomba esezindala, ama-Skill aphindaphindiwe, okuqukethwe okukhulu okulayishwa njalo, i-frontmatter engakhiwanga kahle, nezinye izinkinga zokulungisa.

Leli thuluzi lihlanganisa ukuhlola okunqunywa ngemithetho kanye nemibono yokubuyekeza eqaphile. Alithathi yonke imiyalelo ebukeka indala njengengasasebenzi, futhi akukho okutholakele okuvumela ukususwa. Kunalokho, lihlukanisa izinkinga ezingaqinisekiswa ngokuhlola okumile emithethweni ephathelene nokuziphatha edinga ukuhlolwa.

Okubalulekile: Isinqumo se-TEST sisho ukuthi “hlola lo mbono.” Asisho ukuthi imodeli ye-AI entsha yenze lo myalelo wangasadingeka.

Ukuhlola kwenzeka endaweni yangakini futhi kufundwa kuphela. Ingxenye eyinhloko ayishayi i-API ye-AI, ayisebenzisi isabelo semodeli, futhi ayifundi iziqinisekiso zomhlinzeki.

Izici Eziyinhloko

• Ukuhlolwa kwemiyalelo okumile: Kuthola izinkomba zasendaweni eziphukile, izindlela eziphelele esezindala, i-frontmatter ye-Skill engakhiwanga kahle, amafayela amakhulu alayishwa njalo, kanye neziqinisekiso ezingaba umbhalo osobala.
• Ukuphathwa okuqaphile kokuphindaphindeka: Kuthola ama-Skill anegama elifanayo futhi iqinisekisa inqwaba ephelele ngaphambi kokuncoma ukuwahoxisa ngendlela engabuyiselwa.
• Imibono yokuziphatha: Imaka imithetho yesinxephezelo exhumene nesikhathi semodeli njenge-TEST esikhundleni sokuyimemezela njengengasasebenzi.
• Amafomethi emibiko amaningi: Ikhiqiza i-HTML yezilimi ezimbili, i-Markdown, i-JSON, imiyalelo yokudlulisela ku-Codex naku-Claude, uhlelo lokuhlola, isifanekiso sokuhlola, kanye ne-manifest yokuhlehlisa.
• Izigaba zemiyalelo evikelekile: Ikhipha ulwazi lwesizinda, imithetho yokuphepha, amasango okugunyaza, kanye nezimiso ezingaguquki zephrojekthi ekuthathweni komhlalaphansi okuzenzakalelayo.
• Ukusekela i-CI: Ingabuyisa amakhodi okuphuma asekelwe ebucayini nge---fail-on.
• Imibiko egxile kubumfihlo: Ifihla izindlela ezingaphansi kwekhaya lomsebenzisi njenge-$HOME/... futhi imele ezinye izindawo eziphelele njenge-$ABSOLUTE/<name>.

Izidingo Nezindawo Ezisekelwayo

I-Skill Sunset isekela i-Node.js 20, 22, kanye no-24. Iqinisekiswa nge-GitHub Actions ku-Ubuntu, macOS, naku-Windows. Okunye ukusatshalaliswa kwe-Linux kulindeleke ukuthi kusebenze nge-Node.js 20 noma entsha, nakuba okwamanje kungafakiwe kumatrix ye-CI yephrojekthi.

Izindawo zokuskena ezisethwe ngaphambilini ziyatholakala ku-Codex ku-~/.codex naku-Claude Code ku-~/.claude. Ungahlola futhi noma iyiphi inkomba eboshiwe oyinikeze ngokusobala.

Ukufaka Nokulungisa

Akudingeki ukufaka emhlabeni wonke. Sebenzisa iphakheji yakamuva eshicilelwe ngqo nge-npx:

npx skill-sunset@latest audit --codex --open

Lo myalo uhlola ukulungiselelwa kwe-Codex futhi uvule umbiko we-HTML okhiqiziwe. Ukuze uhlole i-Claude Code esikhundleni salokho, sebenzisa:

npx skill-sunset@latest audit --claude --open

Ukuze uskene iphrojekthi noma enye inkomba eboshiwe, dlulisela indlela yayo ku-audit:

npx skill-sunset@latest audit /path/to/setup

Ulimi oluyinhloko lombiko lusebenzisa ngokuzenzakalela i---lang auto. Khetha ulimi ngokuqondile nge---lang en noma --lang zh-CN. Inqwaba yombiko ngayinye isafaka amakhasi e-HTML esiNgisi nesiShayina Esenziwe Lula aphathekayo.

Qalisa Ukuhlola Kwakho Kokuqala

Hlola Inkomba Yamanje

Ngaphambi kokushintsha amafayela emiyalelo, dala ikhophi engabuyiselwa. Isibonelo, yenza ikhophi eyisipele ye-AGENTS.md bese ubhala umbiko enkombeni ezinikezele:

cp AGENTS.md AGENTS.md.skill-sunset.bak
npx skill-sunset@latest audit . --out .skill-sunset --open

Ukuhlola kufundwa kuphela. Kubika umsebenzi ongase udingeke wokulungisa, kodwa akuguquli noma kususe amafayela askeniwe.

Qonda Inqwaba Yombiko

Ngokuzenzakalela, inqwaba ekhiqiziwe ingaqukatha izinto ezilandelayo:

.skill-sunset/
├── index.html
├── index.en.html
├── index.zh-CN.html
├── audit-report.md
├── audit.json
├── execution-prompt-codex.md
├── execution-prompt-claude.md
├── eval-plan.md
├── experiment-template.json
└── rollback-manifest.json

Sebenzisa amafayela e-HTML ekubuyekezeni kwabantu okusebenzisanayo, i-audit-report.md embikweni wombhalo ophathekayo, kanye ne-audit.json ekuzenzakaleliseni. Imiyalelo yokudlulisela isekela ukudlulisela ku-Codex noma ku-Claude Code, kanti uhlelo lokuhlola nesifanekiso sokuhlola kusiza ukuqinisekisa imibono yokuziphatha.

I-rollback-manifest.json ekhiqiziwe ihlala ingenalutho kuze kube yilapho i-ejenti yokwenza egunyaziwe iqopha izinguquko zangempela nama-hashi.

Humusha Izinqumo

• MERGE: Okuphindaphindwe ncamashi noma ama-Skill anegama elifanayo kodwa aphikisanayo kufanele kubuyekezwe ukuze kuhlanganiswe.
• UPDATE: Indlela, inkomba, umcabango wethuluzi, noma umyalelo oboshelwe enguqulweni kungase kudinge ukulungiswa.
• DEMOTE: Imininingwane ewusizo ilayishwa kabanzi kakhulu futhi ingase ifaneleke ekudalulweni okuqhubekayo.
• RETIRE: Ama-bundle e-Skill afanayo ngamabhayithi, aphelele, ajwayelekile, futhi anegama elifanayo akhona ngaphakathi kwempande eyodwa yokuskena. Kunconywa kuphela ukugcinwa kwawo ngendlela engabuyiselwa.
• TEST: Isimangalo esingaba khona sokuthi into ayisasebenzi sidinga ukuhlolwa kokuziphatha kwakudala kuqhathaniswa nokusha ngaphambi kokuhlanzwa.

Lezi zinqumo ziyizigaba zokubuyekeza, akuzona izimvume zezinguquko ezizenzakalelayo. Qinisekisa udaba ngalunye ngokuqhathanisa nenqolobane, amathuluzi amanje, kanye nemisebenzi emelelayo ngaphambi kokuhlela umyalelo.

Isibonelo: Kusukela Kokutholakele Kuya Ekuhlehlisweni

Ake sithi ifayela le-AGENTS.md liqukethe imfuneko yethuluzi engenamibandela kanye nesixhumanisi somhlahlandlela wokuphaka ongekho:

Hlala usebenzisa i-Context7 kuwo wonke umsebenzi.
[Umhlahlandlela wokukhipha](docs/deploy.md)

Uma i-docs/deploy.md ingekho, i-Skill Sunset ingabika izinkinga ezintathu ezihlukile:

• UPDATE / broken-reference ngoba indawo okuqondiswe kuyo umhlahlandlela ayikwazi ukutholwa.
• UPDATE / context7-assumption ngoba ukutholakala kwamathuluzi amanje kudinga ukuqinisekiswa.
• TEST / unconditional-tooling ngoba “kuwo wonke umsebenzi” kudinga ukuhlolwa kokuziphatha kusetshenziswa imisebenzi emelela eminye.

Sebenzisa Kuphela Izinguquko Eziqinisekisiwe

Okokuqala, thola umhlahlandlela wangempela wokukhipha bese uqinisekisa uhlu lwamathuluzi amanje. Lungisa kuphela ireferensi endala ongayiqinisekisa. Phatha umthetho wamathuluzi angaphansi kombandela njengekhandidethi lokuhlolwa elihlukile, kunokuba uwususe ngenxa yombiko omile.

Ngemva kokuhlela, phinda usebenzise ukuhlolwa kanye nezivivinyo zephrojekthi uqobo:

npx skill-sunset@latest audit . --out .skill-sunset --format json
npm test

Qinisekisa Okutholwe yi-TEST

Entweni ene-TEST, gcwalisa i-.skill-sunset/experiment-template.json ekhiqiziwe. Qinisekisa i-manifest ngaphandle kokusebenzisa imiyalo yayo:

npx skill-sunset@latest test .skill-sunset/experiment-template.json --root .

Ukuqinisekisa kukodwa akusebenzisi imiyalo. Ukusebenzisa kudinga ifulegi elihlukile le---run:

npx skill-sunset@latest test .skill-sunset/experiment-template.json --root . --run

Ukuhlolwa okuphumelele kufakazela kuphela imibandela yokwamukelwa ebhalwe kuleyo manifest. Akufakazeli ukuthi umyalelo awudingeki kuzo zonke izimo.

Buyisela Inguquko Edale Inkinga

Uma izinkomba, izivivinyo zephrojekthi, noma ukuziphatha komsebenzi kubuyela emuva, buyisela ifayela eligciniwe bese uphinda ukuhlola:

cp AGENTS.md.skill-sunset.bak AGENTS.md
npx skill-sunset@latest audit . --out .skill-sunset

Sebenzisa i-Skill Sunset ku-CI

Cela okukhiphayo kwe-JSON bese usetha umkhawulo wobucayi wokuzenzakalela:

npx skill-sunset@latest audit /path/to/setup --format json --fail-on high

Le ndlela ilungele amapayipi e-CI adinga okukhiphayo okufundeka imishini kanye nombandela wokwehluleka kokutholakele okunobucayi obuphezulu. Buyekeza i-artifact ye-JSON kunokuba uphathe isimo sokuphuma njengemvume yokushintsha noma yokususa imiyalelo.

Amathiphu Athuthukile Okuphepha Nokusebenza

Gcina Izimpande Zokuskena Zilinganiselwe

Dlulisa uhla lwemibhalo oluncane kakhulu oluqukethe ukusethwa kwemiyalelo ohlose ukukuhlola. Ukuhlaziywa okuphindiwe kanye nezincomo zokuthatha umhlalaphansi zihlolwa ngaphakathi kwempande eyodwa yokuskena, ngakho umngcele ocacile wenza imiphumela ibe lula ukuyihumusha.

Hlukanisa Ukulungisa Okumile Ezinguqukweni Zokuziphatha

Izixhumanisi eziphukile nezindlela ezindala eziqinisekisiwe ngokuvamile zingaphenywa ngokuqondile. Imithetho ephathelene nokuziphatha kwemodeli noma ukusetshenziswa kwamathuluzi ngaphandle kombandela kufanele ihlale ingamakhandidethi ahlukile anemibandela yokwamukelwa ecacile, imisebenzi emelelayo, kanye nohlelo lokubuyisela emuva.

Phatha Ukusetshenziswa Kokuhlolwa Njengento Enamalungelo Akhethekile

Ama-manifest okuhlolwa awaqinisekisa kuphela ngaphandle kokuthi kunikezwe i---run. Imiyalo isebenza ngaphandle kwe-shell futhi ngokuzenzakalela ithola uhlu oluncane oluvunyelwe lwezinguquko zemvelo ezingezona izimfihlo.

Ukudlulisa yonke imvelo kudinga i---inherit-env ngaphezu kwe---run. Njengoba okuguquguqukayo okudlulisiwe kungase kuhlanganise iziqinisekiso zabahlinzeki, sebenzisa le nketho kuphela ngemiyalo ethembekile. Ungalokothi ufake iziqinisekiso ku-manifest yokuhlolwa.

Qonda Idatha Yokuhlolwa Egciniwe

Ukusebenza kokulingisa namafayela emiphumela kugcina amagama asebenzisekayo, inani lama-agumenti, ama-hashi emiyalo, osayizi bokukhiphayo, kanye nama-hashi okukhiphayo. Akugcini ama-agumenti emiyalo noma imizimba yokukhiphayo. Lokhu kunciphisa ukuvezwa, kodwa izincazelo zokuhlolwa kanye nemiyalo kusafanele kubuyekezwe ngokucophelela.

Ungaphathi Ukuskena Kwezimfihlo Njengobufakazi

I-Skill Sunset ingahlaba umkhosi ngeziqinisekiso ezingase zibe umbhalo osobala, futhi iphrojekthi isebenzisa i-Gitleaks njengendlela yokuvikela ukushicilelwa. Nokho, i-README iphawula ngokusobala ukuthi lokhu akubona ubufakazi bokuthi yonke ifomethi yeziqinisekiso ingabonwa.

Ukuthuthukiswa Kwasendaweni

Ukuze usebenze endaweni yokugcina yona uqobo, sebenzisa izivivinyo zayo, hlola okuqukethwe kwephakheji, bese ukhiqiza umbiko wokubonisa usebenzisa i-fixture efakiwe:

npm test
npm pack --dry-run
node ./bin/skill-sunset.js audit ./test/fixtures/sample-setup --out ./demo-report --open

Ukuhamba komsebenzi kwe-GitHub Actions kwephrojekthi kusebenzisa i-Gitleaks nezivivinyo kuzo zonke izinhlanganisela ezisekelwayo zezinhlelo zokusebenza kanye ne-Node.js. Olunye ulwazi lwephrojekthi luyatholakala ku-logi yezinguquko, umhlahlandlela wokufaka isandla, kanye kunqubomgomo yezokuphepha yendawo yokugcina.

Ububanzi Bamanje

Inguqulo 0.2.0 inikeza ukuhlolwa okumile, ukuthatha umhlalaphansi okuqaphile kokuphindaphindwayo, imibiko eyenziwe ngezilimi ezahlukene, ukufihla izindlela, ithuluzi lokuhlola imiyalo elilawulwayo, ukuphuma kwe-CI okusekelwe ebucayini, kanye nezivivinyo zokukhiphayo eziphikisanayo. Izifinyezo zamakhono omhlinzeki wamanje, ama-adapter okusetshenziswa kweseshini, kanye nama-adapter ekhwalithi yomsebenzi kuchazwa njengezingqimba zobufakazi zesikhathi esizayo, hhayi izici ezikhona.

Isiphetho

I-Skill Sunset inikeza indlela yokuqapha yokugcina amafayela emiyalelo ye-AI ngaphandle kokucabanga ukuthi imithetho emidala isiphelelwe yisikhathi ngokuzenzakalela. Qala ngokuhlolwa kokufunda kuphela, hlukanisa izinkinga ezinqunywa ngokuqondile emicabangweni yokuziphatha, qinisekisa izinguquko ngezivivinyo zephrojekthi kanye nokuhlolwa okulawulwayo, futhi ugcine indlela yokubuyisela ethembekile kuyo yonke inqubo.