Isifundo se-Solo to Team: Faka iphakheji yamakhono okubambisana, uphathe abasizi abaningi be-AI uwedwa

Isingeniso Sephrojekthi

Solo to Team · Umuntu oyedwa abe yiqembu, enegama lenqolobane elithi solo-to-team-skills, iyiphakheji yamakhono okubambisana ngesiShayina ebhekiswe esimweni sokuthi “umuntu oyedwa alawule konke, kube nabasizi abaningi be-AI abasebenza isikhathi eside”. Ayihlanganisi i-AI ngokuzenzakalelayo ibe amaqembu, kodwa inikeza indlela ephindaphindekayo yokukusiza uthumele imisebenzi, uyilandele ibuye, uqinisekise ubufakazi, bese umuntu enza isinqumo sokugcina.

Isimo samanje sephrojekthi ngu-v0.9-draft, futhi sisazoshintshwa. Isivele ihlolwe ngokusetshenziswa okulinganiselwe kweqiniso ku-Codex, WorkBuddy, DeepSeek Harness, Cursor, CodeBuddy, Kimi Work, Qianwen Office nakwamanye ama-host; i-Grok Bot idinga ukulungiselelwa ngesandla. I-Claude Code isilungiselele isakhiwo se-plugin, kodwa ayikafakwa ekusekelweni kokuqala.

“Ukusekelwa” kusho ukuthi indlela ethile yokufaka nokubiza isivele ihlolwe futhi yasebenza; akusho ukuthi yonke imisebenzi ingaqedwa ngokuzinza, futhi akusho ukuthi wonke amakhono amane ahlolwe ngamunye kuwo wonke ama-host.

Iyiphi inkinga exazululwa yiphrojekthi

Lapho kubambisana abasizi abaningi be-AI, okuvame ukuphuma ekulawulweni akuwona amandla emodeli, kodwa inqubo: ngemva kokuthunyelwa komsebenzi akekho oqinisekisa, owenza umsebenzi athi “kuqediwe” kodwa engenabo ubufakazi, ukwamukela umsebenzi kuhlanganiswe nokuthola umphumela, noma imiyalelo yokusebenza iqondakala umlobi wayo kuphela.

ISolo to Team ihlela inqubo yokubambisana ibe umugqa oyinhloko:

Chaza umgomo → Yabela umsebenzi → Dlulisa → Qinisekisa → Yenza isinqumo

• Chaza umgomo: Cacisa okufanele kwenziwe, indawo okuzogcinwa kuyo umphumela, isikhathi sokulethwa, nokuthi yini ezobhekwa njengokuqedwa.
• Yabela umsebenzi: Ngaphambi kokwabela umsebenzi, bhalisa “okulindele ukutholwa”, ucacise owenza umsebenzi, owamukelayo, kanye nomuntu ozowuhlola ngesikhathi esinqunyiwe.
• Dlulisa: Rekhoda ngokuhlukile “ku-odwe umsebenzi” kanye “nomphumela utholiwe”, ukuze ukuthola umlayezo kungadidaniswa nokuqedwa komsebenzi.
• Qinisekisa: Hlola ubufakazi obusebenzayo obuhambisana nenguqulo yamanje; izingxenye ezishintshiwe noma ezehlulekile kufanele ziqinisekiswe kabusha.
• Yenza isinqumo: Umuntu unquma ukuthi akhulule, abuyisele, noma aguqule indlela.

Amakhono amane ayisisekelo

dispatch-accept-verify

Igama eliboniswa umsebenzisi ngu-“Umsebenzi othunyelwe kufanele ubuye”, futhi leli khono liphethe ukwaba umsebenzi nokuwamukela. Lidinga ukuthi “okulindele ukutholwa” kubhaliswe ngaphambi kokuthunyelwa komsebenzi, bese kubhalwa ngokuhlukile ukwamukelwa komsebenzi, ukutholwa komphumela, nokuqedwa kokwamukelwa. Umsebenzi ungasuswa kuphela ohlwini lwemisebenzi engaqediwe uma ukwamukelwa sekuqediwe noma kutholakale imvume yokuwukhansela.

evidence-before-done

Igama eliboniswa umsebenzisi ngu-“Kufanele kube nobufakazi ngaphambi kokuletha umsebenzi”, futhi leli khono liphethe ukuqinisekisa. Ligcizelela ukuthi isiphetho sokuthi umsebenzi uqediwe kufanele sisekelwe ebufakazini obuhambisana nenguqulo yamanje, njengokuvula nokuhlola umphumela, ukubala kabusha, ukusebenzisa umyalo, noma ukuphinda inqubo yokuqala kusukela ekuqaleni.

beginner-ops-writing

Igama eliboniswa umsebenzisi ngu-“Imiyalelo yokusebenza yabaqalayo”, futhi lisetshenziselwa ukubhala izinyathelo umuntu ongenalo ulwazi lwangemuva angazilandela. Izimiso eziyinhloko zihlanganisa ukubhala isinyathelo esisodwa ngesikhathi, ukwenza inkomba yento ibe yinto eyodwa kuphela, nokuchaza okufanele kubonakale ngemva kokuqeda. Izenzo okufanele zenziwe ngumuntu uqobo, njengokungena ngemvume, ukukhokha, ukususa, noma ukuthumela ngokusemthethweni, kufanele kubhalwe kuphela ukuthi “cela umnikazi akwenze”, futhi akufanele kuklanywe indlela yokumenzela zona.

ops-case-notes

Igama eliboniswa umsebenzisi ngu-“Amarekhodi okusebenza angavezi imininingwane ebucayi”, futhi liqukethe izibonelo ezimbili ezingavezi imininingwane ezivela ekusebenzeni kwangempela, ezirekhoda inkinga yangempela, indlela yokuyilungisa, umphumela, kanye nemikhawulo engakaxazululwa. Lifanele ukusetshenziswa njengesithenjwa sokubuyekeza ngemva kokuvela kwegebe enqubweni.

Okulungiselelwa ngaphambi kokuqala

Okokuqala landa noma clone i-repository, uqinisekise ukuthi kukhona ifolda ye-skills/ kukhompyutha yangakini. Le folda kufanele ibe namafolda amane amancane amakhono, futhi ifolda ngayinye kufanele ibe ne-SKILL.md.

git clone YOUR_REPOSITORY_URL
cd solo-to-team-skills

Ikheli le-clone kufanele lithathelwe indawo yikheli langempela le-repository elizoshicilelwa ngokusemthethweni kwephrojekthi. Uma iphrojekthi itholwe ngefayela elicindezelwe, ungayivula bese uyisebenzisa ngqo.

Lapho ufaka, landela le migomo:

• Kopisha yonke ifolda ye-skills/igama-lekhono/, ungakopishi i-SKILL.md kuphela.
• I-dispatch-accept-verify incike futhi kumatemplate angaphakathi kwefolda yayo; ukukopisha umbhalo kuphela kuzolahlekisela ngemodeli yomugqa wokubhalisa.
• Kuphakanyiswa ukuthi ufake i-dispatch-accept-verify kanye ne-evidence-before-done ngesikhathi esisodwa.
• I-evidence-before-done ingasetshenziswa futhi iyodwa.
• I-beginner-ops-writing ne-ops-case-notes ziyizengezo ozikhethela zona; ukungazifaki akuthinti inqubo eyinhloko yokuthumela nokwamukela.

Khetha i-host bese uyifaka

Codex

Indlela eqinisekisiwe ye-Codex isebenzisa i-.agents/plugins/marketplace.json ehambisana ne-repository. Qala ngokufaka nokungena ku-Codex CLI, bese usebenzisa lokhu empandeni yephrojekthi:

cd /path/to/solo-to-team-skills
codex plugin marketplace add "$(pwd)"
codex plugin add solo-to-team-skills@solo-to-team-skills

Uma umyalo ubuyisa isimo esingeyona uziro, yima uqinisekise ukuthi ifolda yamanje iyimpande yephakheji equkethe i-.agents/plugins/marketplace.json. Ngemva kokufaka, vula iseshini entsha, noma sebenzisa i-codex exec ukubiza ikhono.

codex exec -s workspace-write --skip-git-repo-check -C "$(pwd)" 'please use the dispatch-accept-verify skill to write one pending-receipt registration line to T044_dispatch_line.md'

Uma udinga ukuhoxisa ukufakwa, sebenzisa:

codex plugin remove solo-to-team-skills@solo-to-team-skills
codex plugin marketplace remove solo-to-team-skills

Cursor

Kopisha amafolda amakhono adingekayo ephelele uye kufolda yamakhono yomsebenzisi:

mkdir -p ~/.cursor/skills/
cp -R skills/dispatch-accept-verify ~/.cursor/skills/
cp -R skills/evidence-before-done ~/.cursor/skills/

Bese ubiza ikhono ngegama lalo ngaphakathi kwe-Cursor Agent. Ungasebenzisa futhi ifomu le-CLI elithi cursor agent --print. Lapho usebenzisa indawo yokusebenza entsha ngendlela engasebenzisani, i-host ingase ifune i---trust; le parameter isho ukwethemba indawo yokusebenza, hhayi ukuvala izindlela zokuphepha.

WorkBuddy ne-CodeBuddy

Lawa magama emikhiqizo ayafana, kodwa awawona ama-host afanayo, ngakho amafolda okufaka awakwazi ukuxubana.

• WorkBuddy: Kopisha uye ku-~/.workbuddy/skills/ noma ku-.workbuddy/skills/ ngaphakathi kwephrojekthi; ungaphinda ulayishe efasiteleni ifolda yekhono noma i-zip equkethe i-SKILL.md.
• CodeBuddy: Kopisha uye ku-~/.codebuddy/skills/ noma ku-.codebuddy/skills/ ngaphakathi kwephrojekthi, bese ubiza ikhono ngegama lalo efasiteleni noma ku-CLI.

Imiyalelo esemthethweni efanele ingatholakala ku-WorkBuddy Skills documentation naku-CodeBuddy Skills documentation.

DeepSeek Harness

Kopisha ikhono ngokuphelele uye ku-.dsh/skills/ yephrojekthi, ku-~/.dsh/skills/ yefolda yomsebenzisi, noma ku-.agents/skills/, bese uvula kabusha noma uvuselele i-Harness. Iphrojekthi ichaza ngokucacile ukuthi i-dsh plugin add ayiyona indlela yokufaka umbhalo walezi zakhono.

Ngaphambi kokusetshenziswa, kufanele uzilungiselele i-akhawunti ye-DeepSeek noma i-API; le phrojekthi ayinikezi okhiye. Imininingwane yendlela yokusebenza ingatholakala ku-DeepSeek Harness Skills documentation.

Kimi Work

I-README iqinisekisa ukusetshenziswa kwe-Kimi Work yedeskithophu, hhayi i-Kimi Code CLI. Endaweni yokuqinisekisa ye-macOS, ifolda yamakhono ithi:

~/Library/Application Support/kimi-desktop/daimon-share/daimon/skills/

Ngemva kokuqeda ukukopisha, faka u-/ efasiteleni le-Kimi Work ukuze ukhethe ikhono. Le ndlela ivela ekusebenzeni komphakathi; ngokusemthethweni kungase kube nezinye izindlela zokufaka nge-zip, Markdown, isixhumanisi, noma isitolo. Landela incazelo yamanje ekhasini elisemthethweni le-Kimi Skills.

Qianwen Office QwenWork

Kopisha ifolda yekhono uye ku:

~/.qwenworkcn/skills/

Bese usebenzisa u-/ kudeskithophu ukuze ukhethe ikhono, noma usho igama lalo ngqo engxoxweni. I-Qianwen Office ne-Tongyi Lingma akuwona umkhiqizo ofanayo, ngakho akufanele usebenzise ifolda yokufaka efanayo. Bheka QwenWork Skills documentation.

Grok Bot

I-Grok Bot ayisebenzisi ukufakwa ngefolda yasendaweni. Vula i-SKILL.md yekhono elithile, bese engxoxweni cela ukuthi umbhalo ugcinwe njengekhono eliyimfihlo, usebenzise i-name ne-description ekuqaleni kwefayela. Amakhono amane kufanele agcinwe ngokuhlukile.

Lapho ugcina i-dispatch-accept-verify, kufanele futhi unamathisele imodeli yomugqa wokubhalisa walelo khono ekhonweni eliyimfihlo. Le ndlela iqondene kuphela ne-Grok Bot enekhono lokugcina amakhono ayimfihlo; akusho ukuthi eminye imikhiqizo ye-Grok ingasebenzisa ukulungiselelwa okufanayo.

Claude Code

I-repository isivele inikeza i-.claude-plugin/plugin.json nesakhiwo se-marketplace, kodwa okwamanje isesimweni esithi “isakhiwo silungile, ukuqinisekiswa kusalungiswa”, ngakho akufanele ibhekwe njengokusekelwa kokuqala. Uma uzama ngokwakho, landela indlela yokufaka yamanje ekwi-Claude Code official plugin documentation.

Ukusebenzisa okokuqala: qala ngomsebenzi omncane

Ungaqali ngokunikeza abasizi abaningi iphrojekthi eyinkimbinkimbi. Qala ngomsebenzi omncane okulula ukuwuhlola, njengokuhlela amanothi omhlangano ngokusekelwe kokufakiwe okunikeziwe. Iphrojekthi inikeza isibonelo esiyinhloko ku-examples/ kanye nezinto eziphelele zokulandela isinyathelo ngesinyathelo ku-examples/walkthrough-meeting-notes/, ezingasetshenziswa ukuzijwayeza “okufakiwe okunikeziwe, ukukhiqiza umphumela, ukuhlola ubufakazi, ukwamukela ngumuntu, nokubuyisela ukuze kulungiswe”.

Isinyathelo sokuqala: Bhala umgomo ngokucacile

Chazela umsizi okuqukethwe komsebenzi, indawo yomphumela, isikhathi sokulethwa, kanye nemigomo yokuqedwa. Umyalo ungasebenzisa lesi sakhiwo:

Please use dispatch-accept-verify to manage this task.
Task: Organize meeting notes based on the provided input.
Output location: The specified workspace file.
Delivery time: The agreed time.
Completion criteria: The content matches the input, all necessary fields are present, and I can open it for inspection.
Please first generate one “pending receipt” registration line.

Isinyathelo sesibili: Bhalisa “okulindele ukutholwa”

Ngaphambi kokwabela umsebenzi, dala umugqa wokubhalisa, okungenani ucacise isimo somsebenzi, ukuthi ubani owenzayo, ukuthi ubani ophethe ukuwamukela, ukuthi ubani ozowuhlola ngesikhathi esinqunyiwe, indawo yomphumela, kanye nesikhathi sokulethwa. Kuphakanyiswa ukuthi ukopishe ngqo i-templates/task-register-line.md esendaweni yokugcina, ungazami ukuqagela izinkambu ezigcwele.

Isinyathelo sesithathu: Rekhoda ngokuhlukile ukwamukelwa komsebenzi nomphumela

Ngemva kokuba umsizi wokwenza eqinisekise ukuthi uyawamukela umsebenzi, qopha ukuthi “wamukelwe”. Uma ifayela lomphumela selibuyisiwe ngempela, qopha ukuthi “umphumela utholakele”. Lezi zimo ezimbili azikwazi ukuhlanganiswa, ngoba “othile uvumile ukuwenza” akusho ukuthi “umphumela usulethiwe”.

Isinyathelo sesine: Qinisekisa ngobufakazi

Shayela i-evidence-before-done, ucele umsizi anikeze ubufakazi obuhambisana nenguqulo yamanje ukuze asekele isiphetho sokuthi umsebenzi usuqediwe.

Sebenzisa i-evidence-before-done ukuqinisekisa umphumela wamanje.
Vula ifayela lokugcina, uliqhathanise nezimfuneko zokuqala into ngayinye.
Uma kukhona okushintshiwe noma okwehlulekile, phinda ukuqinisekise.
Bhala uhlu lobufakazi, izinto ezingahlangabezani nezimfuneko kanye nesiphetho esiphakanyisiwe; ungavumeli umsebenzi esikhundleni sami.

Ubufakazi bungavela ekuhlolweni kokuqukethwe ngemva kokuvula ifayela, kokukhishwe yimiyalo, emiphumeleni yokubala kabusha, noma ekuphindeni ulandele izinyathelo zokuqala zokusebenza. Uma umphumela ushintshiwe futhi ngemva kokuqinisekiswa, izingxenye ezithintekile kufanele ziphinde zihlolwe; izingxenye ezingashintshanga zingasebenzisa futhi imiphumela yokuqinisekisa yangaphambilini.

Isinyathelo sesihlanu: Ukwamukelwa ngumuntu

Sebenzisa ubufakazi ukunquma ukuthi umsebenzi uyakhululwa, ubuyiselwa emuva noma kushintshwa indlela. Kuphela ngemva kokuba umuntu eqinisekise ukwamukelwa komsebenzi lapho kufanele kuqoshwe khona ukuthi “kwamukelwe”. Uma ungahlangabezani nezimfuneko, bhala ngokucacile isizathu sokuwubuyisela bese ucela umsizi wokwenza awulungise, bese uthola ubufakazi futhi.

“Umphumela utholakele” akusho ukuthi “wamukelwe”. Umsebenzi ubhekwa njengoqediwe ngempela kuphela lapho ubufakazi buhambisana nomphumela wamanje futhi umuntu enze isinqumo sokuwukhulula.

Uhlelo lokufunda olunconyelwe abasebenzisi abaqala phansi

1. Qala ngokufunda isibonelo esiyinhloko esiku-examples/.
2. Landela i-examples/walkthrough-meeting-notes/ uqede umsebenzi omncane ohlanganisa ukubuyiselwa ukuze ulungiswe.
3. Funda isifanekiso esisodwa kuphela: templates/task-register-line.md.
4. Qala ngokuprakthiza ngebhukwana noma ngetafula lezigaba “okulindile → kwamukelwe → umphumela utholakele → kwamukelwe”.
5. Ngemva kokujwayela indlela, faka ikhono kumsingathi we-Agent osekelwayo bese ulibiza ngegama.

Le ndlela ngokwayo ayidingi amakhono ayinkimbinkimbi ohlelo. Uma ukwazi ukubhala umsebenzi ngokucacile, uhlele umuntu owenzayo futhi uhlole umphumela, ungaqala ngerekhodi elabiwe.

Ukusetshenziswa okuthuthukile

Xhuma izinkambu zokubhalisa ebhodini elikhona

Uma usuvele usebenzisa uhlelo lwemisebenzi, isipredishithi noma ibhodi lephrojekthi, ungaxhuma izinkambu zomugqa wokubhalisa enqubweni ekhona. Okubalulekile akulona ithuluzi olisebenzisayo, kodwa ukuqinisekisa ukuthi imisebenzi elindile ibonakala ngokushesha, nokuthi ukwamukela umsebenzi, ukuthola umphumela nokwamukela umsebenzi kuyizimo ezihlukene.

Chaza izibopho zabasizi abaningi

Iphakheji lamakhono linikeza inqubo nendlela yokubhala; umsindisi uphethe ukuvula izikhathi zokusebenza, ukusebenzisa imiyalo, ukufunda nokubhala amafayela, kanye namandla okukhumbuza ngezikhathi ezithile noma okuthumela imiyalezo phakathi kwabasizi uma ekhona. Umuntu uphethe ukubeka imigomo, ukunquma izinto eziza kuqala, ukugunyaza izenzo eziyingozi nokwenza isinqumo sokugcina.

Lapho wakha inqubo, ungahlola ngokulandelana:

• Ingabe umsindisi ungavula izikhathi zokusebenza eziningi noma abasizi abangaphansi ngesikhathi esisodwa?
• Ingabe umsindisi ungathumela imiyalezo phakathi kwabasizi?
• Ingabe umsindisi unamandla okukhumbuza noma okuvusa ngesikhathi esibekiwe?
• Uma kungekho zikhumbuzi ezizenzakalelayo, ubani ozohlola mathupha ngesikhathi?
• Ubani ozokuqinisekisa mathupha ukwamukelwa kokugcina nezenzo eziyingozi?

Qinisekisa kabusha izingxenye ezithintekile kuphela

Ngemva kokulungiswa komphumela, akudingekile ngaso sonke isikhathi ukuphinda zonke izivivinyo ngaphandle kokukhetha. Ungaphinda usebenzise ubufakazi bomjikelezo odlule bezingxenye ezingashintshanga, kodwa zonke izingxenye ezishintshiwe, ezehlulekile noma ezithintwe ukulungiswa kufanele ziphinde ziqinisekiswe. Lokhu kunciphisa umsebenzi ophindwayo ngenkathi kugcinwa ukwethembeka.

Sebenzisa i-beginner-ops-writing ukubhala izinyathelo ezenziwa ngumuntu

Uma uhlangabezana nezigaba ezidinga ukwenziwa ngumuntu, njengokungena, ukukhokha noma ukuqinisekiswa komuntu uqobo, ungabiza i-beginner-ops-writing ukuze uhlukanise izinyathelo zibe isenzo esisodwa ngesikhathi, ucacise into okusebenza kuyo kanye nomphumela olindelekile. Uma kuhileleke isenzo esiyingozi, vele uthi “cela umuntu uqobo akwenze”; ungaceli umsizi azame ukweqa ukugunyazwa komuntu.

Sebenzisa i-ops-case-notes ukubuyekeza

Uma kwenzeka umsebenzi ungamukelwanga, ukuqinisekiswa kungazange kwenziwe noma kuphindwe iphutha elifanayo, bheka futhi i-ops-case-notes. Lapho ubhala ukubuyekezwa, gcina ulwazi olusezingeni lendlela: inkinga yangempela, ukulungiswa okusetshenzisiwe, umphumela wangempela kanye nemikhawulo esasele ingaxazululiwe, bese ususa izinombolo zokuxhumana zangasese, imininingwane yokungena, izindlela zangaphakathi kanye nolwazi lomshini.

Imingcele ezenzakalelayo okufanele uyazi

I-hooks: {} esohlwini lwama-plugin ale phakheji isho ukuthi ayinikezi amandla okuvusa ngokuzenzakalelayo. Ukufaka ikhono kusho kuphela ukuthi umsizi angasebenza ngokwale ndlela; akusho ukuthi uhlelo luzokwabela umsebenzi ngokuzenzakalelayo, luthumele izikhumbuzi ngesikhathi, ludlulise imiyalezo phakathi kwezikhathi zokusebenza noma luthumele irisidi ngokuzenzakalelayo.

• Uma umsindisi unamandla okuhlela isikhathi, ungasebenzisa lawo mandla ukuze uhlole ngesikhathi esibekiwe.
• Uma umsindisi engenawo amandla okuhlela isikhathi, umuntu kufanele ahlole ngesikhathi.
• Izaziso phakathi kwabasizi, izingxoxo zamaqembu nokufunda nokubhala amafayela abiwe kuncike kumsindisi.
• Ukusebenzisa imali, ukungena, ukuqinisekisa ukukhokha, ukuthumela ngokusemthethweni nokususa kufanele kugunyazwe ngumuntu.
• Isinqumo sokwamukela, ukubuyisela emuva noma ukushintsha indlela sihlala senziwa ngumuntu.

Imizuzu ecishe ibe yishumi eshiwo ku-README ingenye yezinhloso zokuklama kuphela; akufanele ibhalwe njengesiqinisekiso esesihloliwe. Isilinganiso samanje se-Cursor CLI senziwe ngaphansi kwezimo lapho umsindisi wawufakiwe futhi ungene, inqolobane isitholakele, futhi imiyalelo yayilungiselelwe kusengaphambili; kusukela ekukopishweni kwekhono kuya ekukhishweni komugqa wokubhalisa kuthathe cishe imizuzwana engu-29.6. Lokhu akumeleli isikhathi esiphelele esidingwa umsebenzisi ongajwayelekile ukuze afake umsindisi kusukela ekuqaleni futhi aqede wonke umsebenzi.

Indlela yokwahlulela ukuthi ukufakwa kuphumelele ngempela

Iphrojekthi inikeza izindinganiso ezimbili eziqinile:

1. Iyakwazi ukufakwa futhi ibizwe: Qeda ukuthola, ukufaka noma ukulungisa, bese uyakwazi ukuyibiza ngegama lekhono ukuze ikhiqize umugqa wokubhalisa ongahlolwa.
2. Iyakwazi ukuqeda umsebenzi omncane wangempela: Kusukela emgomweni, ekwabelaneni umsebenzi nasekudluliseni, kuze kufike ekuqinisekisweni ngobufakazi nasekwahluleleni komuntu, kusale umphumela wangempela, ubufakazi kanye nesiphetho sokwamukelwa.

Abasindisi abayisishiyagalombili bamanje ngamunye unerekhodi elilodwa lokwamukelwa lomsebenzi olinganiselwe, kodwa lokhu akububufakazi bokuzinza futhi akufakazeli ukuthi yonke imisebenzi ingaqedwa. Iphrojekthi ayikaqinisekisi ngocwaningo oluqhathanisayo ukuthi izinga lamaphutha eqembu lehlile noma ukuthi inani lezikhumbuzi lehlile, ngakho kufanele kugcinwe ukugada komuntu lapho kusetshenziswa.

Isiphetho

Inani le-Solo to Team alikho ekwakheni iqembu le-AI elizenzakalelayo ngokuphelele, kodwa ekuhlinzekeni ngendlela yokubambisana ecacile, ehlolwayo futhi edluliselwa kwezinye izimo. Qala ngokufaka i-dispatch-accept-verify ne-evidence-before-done, uprakthize ngomsebenzi omncane “okulindile, ukwamukela umsebenzi, ukuthola umphumela, ukuqinisekisa ngobufakazi, ukwamukelwa ngumuntu”, bese kancane kancane uxhuma abasizi abaningi namabhodi akhona. Kungakhathaliseki ukuthi usebenzisa muphi umsindisi, kufanele ugcine isimiso esifanayo: umsizi uphethe ukwenza umsebenzi nokunikeza ubufakazi, umuntu uphethe umgomo, ukugunyazwa nesinqumo sokugcina.