
Yini i-EditaPlot
I-EditaPlot (艾迪图) iyi-Skill yendawo ye-Windows yokudweba amagrafu ocwaningo eyenzelwe i-Codex. Ifunda idatha ye-CSV, TXT, XLS noma XLSX, ihumushe umsebenzi wekholomu ngayinye, iphakamise amagrafu nemibala efanele, bese kuthi ngemva kokuqinisekiswa ngumsebenzisi ibize i-Origin ekhompyutheni yendawo ukuze ikhiqize iphrojekthi ye-OPJU eqhubeka nokuhlelwa kanye namafayela e-PNG, PDF ne-TIF.
Ayilona ithempulethi emile elishintsha izinombolo kuphela, futhi ayenzi sengathi ukubuka kuqala kwe-Python kungumphumela owenziwe yi-Origin. Incazelo yesayensi, izindima zamakholomu nokukhethwa kwegrafu yokugcina kuhlala kunqunywa ngumsebenzisi; uma ikholomu inencazelo engacacile, i-EditaPlot iyama ibuze, esikhundleni sokwengeza amakholomu, ukwenza i-fitting noma ukuqagela iziphetho ngokuzenzakalela.
Imikhawulo yesikhulumi: Uhla lokuqinisekisa oluphelele okwamanje luyi-Windows 10/11 x64 kukhompyutha ephathekayo yangempela, i-Python engu-64-bit 3.10–3.12, kanye ne-Origin/OriginPro 2026 (10.30). I-macOS, Linux, WSL, Wine, CrossOver, Parallels namanye ama-virtual machine awasekelwa okwamanje.
Ukuhamba komsebenzi nezici ezibalulekile
Qala ngokuqonda idatha, bese unquma ukuthi uzodweba ini
I-EditaPlot ayidwebi ngokuzenzakalela wonke amakholomu anezinombolo njengama-curve. Ngemva kokufunda ithebula, ihlukanisa amakholomu ngezindima ezilandelayo futhi ikucele ukuthi uziqinisekise ngohlu:
- Ubufakazi obuyinhloko: Amaphuzu alinganisiwe, ama-curve ayinhloko, amakholomu nezinye izinto eziyinhloko zegrafu.
- Usizo olubonakalayo: Ingemuva, umugqa we-fitting, ama-residual, imigqa yereferensi noma imigqa yokumaka izigaba.
- Okokubala noma ukuqinisekisa kuphela: Okusetshenziselwa ama-weight, ukuhlunga, ama-eksisi nokuhlelwa, kodwa okungaboniswa ngokuqondile.
- Kugcinwe kodwa kungadwetshwa: Kuyaqhubeka kugcinwe ekumapheni idatha nasemsebenzini ohlelekayo.
- Kusengacacile: Ukuhlelwa kuyamiswa kuze kube umsebenzisi echaza incazelo, iyunithi, iphutha noma indlela yokuguqula.
Uma ifayela lomthombo, ukumaphwa kwamakholomu noma umphumela wokuqonda idatha kushintsha, ukuqinisekiswa kwesayensi kwangaphambilini kuyaphelelwa amandla futhi kudingeka kuqinisekiswe kabusha.

Ukukhiqiza iphrojekthi ye-Origin ehleleka ngempela
Ngemva kokuqinisekisa, i-EditaPlot iqala ngokuzenzakalela i-Origin instance ezinikele. Umsebenzisi akadingi ukuvula i-Origin kusengaphambili, kodwa kufanele ngabe useyifakile i-Origin/OriginPro 2026 esekelwayo ekhompyutheni. Iphrojekthi ngeke ikufakele, ikuthuthukisele noma iguqule i-Origin.
Okuqukethwe okujwayelekile okulethwayo kufaka i-OPJU ehlelekayo, i-PNG, i-PDF, i-TIF, i-RenderPlan, ulwazi lokufunda izinto futhi kanye nemiphumela yokuqinisekisa. Ngokuzenzakalela, lawa mafayela abhalwa kufolda entsha eseceleni kwedatha yomthombo enegama elithi “data filename_EditaPlot_time”; ifayela lomthombo alibhaliwa phezu kwalo.
Ububanzi bemidwebo yocwaningo
I-EditaPlot isekela izinhlobo eziningi zamagrafu zezinto zokwakha, ama-spectrum, izibalo nezokwelapha, okuhlanganisa i-XPS, i-XRD evamile, i-GSAS/GSAS-II Rietveld, i-XAS, i-FTIR, i-NMR, i-DSC, i-PL/TRPL, i-UV–Vis/Tauc, i-EIS, i-CV, i-LSV, amagrafu amakholomu, ama-error bar, amagrafu aqoqiwe, ama-scatter plot, ama-heatmap, ama-box plot, ama-violin plot, i-Raincloud, i-ROC, i-PR, ama-calibration curve, i-DCA, i-Bland–Altman, ama-confusion matrix kanye nokuboniswa kwe-SHAP okubalwe kusengaphambili.
Ukusekela uhlobo oluthile lwegrafu akusho ukuthi ithuluzi lizokwenza ukuhlaziywa kwangaphambili esikhundleni sakho. Ngokwesibonelo, ngeke lizibushelele idatha, lisuse ama-outlier, lengeze ama-peak, libale amaphutha, lihlonze izigaba zezinto, liqeqeshe imodeli noma lenze i-fitting ye-curve ngaphandle kwemvume. Imiphumela efana nobude bempilo, i-band gap ne-SHAP kufanele ihlinzekwe ngumsebenzisi ngokucacile, noma uma kuvunyelwe ukususelwa kuyo, kufanele kuqinisekiswe kuqala ifomula, umthombo nenhloso.
Isithombe sereferensi siyisifinyezo sokubukeka kuphela
Ungahlinzeka ngesithombe sereferensi se-PNG, JPEG noma TIFF. I-EditaPlot ikhipha kuphela ukwakheka kwamaphaneli, izakhi zamaphuzu, imigqa namakholomu, ukumelwa kwedatha kanye nesitayela esibonakalayo esilinganiselwe; ayibuyiseli idatha yokuhlola ngamaphikseli, ayikopishi izinombolo, umbhalo, imiphumela ye-fitting, izigaba zezinto, i-Logo noma i-watermark, futhi ayifaki isithombe sereferensi ngqo ku-OPJU.
Uma isithombe sereferensi, amanani azenzakalelayo ethempulethi nezidingo zakho eziqondile zingqubuzana, izidingo oziqinisekise ngokucacile yizo ezihamba phambili. Nokho, kwamukelwa kuphela izilungiselelo eziqinisekiswe yithempulethi yamanje futhi ezingafundwa kabusha. Imiphumela yokucubungula ihlukaniswa ngokuthi “yamukelwe”, “kugcinwe okuzenzakalelayo kwethempulethi”, “yenqatshiwe” kanye “kusadingeka ukuqinisekiswa”.
Okumele kulungiswe ngaphambi kokufakwa

- Isistimu yokusebenza: Sebenzisa ikhompyutha ephathekayo yangempela ene-Windows 10 noma Windows 11 x64.
- Origin: Faka kusengaphambili i-Origin noma i-OriginPro 2026 (10.30).
- Python: Lungiselela i-Python engu-64-bit 3.10–3.12. I-launcher izothola ngokuzenzakalela inguqulo ehambisanayo futhi idale indawo ehlukanisiwe yephrojekthi.
- Fayela ledatha: Isekela i-CSV, TXT, XLS ne-XLSX, futhi ingasebenzisa amagama amakholomu nezindlela zesiShayina.
- Codex: Kudingeka ikwazi ukufaka nokubiza i-Skill yendawo, kanye nokufunda i-repository namafayela akho edatha.
Uma ikhompyutha ingenayo nhlobo i-Python ehambisanayo, i-launcher izonikeza ukuxilongwa okucacile. Ngaphambi kokufaka i-Python 3.12 ebangeni lomsebenzisi nge-winget, i-Codex kufanele ichaze izinguquko zesistimu futhi ithole imvume yakho. Ukusetshenziswa okuvamile akudingi amalungelo omphathi, futhi akudingi ukuguqulwa kwe-DCOM, registry, firewall noma ukufakwa kwe-Origin.
Faka i-EditaPlot Codex Skill
Qalisa le miyalo elandelayo ku-PowerShell. Lapha i-repository ikhonwa ngokusobala iye kufolda ethi editaplot, ukuze imiyalo elandelayo ihlale ihambisana:
git clone https://github.com/liushunqi8-hash/editaplot2026.git editaplot
Set-Location editaplot
.\editaplot.cmd setupKufanele ulande i-repository ephelele, ngoba i-skill/editaplot ne-runtime/ kufanele kusebenze ndawonye. Ukukopisha ifolda ye-Skill kuphela kuzoshoda injini yokudweba. Uma ungasebenzisi i-Git, ungadawuniloda i-Source ZIP ye-repository, uyikhiphe ngokuphelele, bese uqala umyalo ofanayo we-setup empandeni.
Ngemva kokuqeda ukufaka, vula kabusha umsebenzi omusha we-Codex bese ubiza le-Skill nge-$editaplot. Iphrojekthi ivulekile ngaphansi kwe-Apache License 2.0; ikhodi yomthombo neminye imininingwane ingatholakala ku-i-repository ye-EditaPlot ku-GitHub.
Ukusetshenziswa kokuqala: kusuka kudatha kuya kumagrafu angakhethwa
Indlela yokuqala: Nikeza i-Codex ifayela ngqo
Indlela elula ukuhudulela ifayela ledatha ku-Codex bese uthumela:

Sebenzisa i-$editaplot ungisize ukudweba le datha.
Ungaliguquli ifayela lomthombo. Qala ngokuhlonza umsebenzi wekholomu ngayinye, uphakamise amagrafu afanele,
uphinde ubhale ukuthi imaphi amakholomu azodwetshwa, yimaphi azosetshenziswa njengosizo noma ukuqinisekisa kuphela, nokuthi yimaphi azogcinwa kodwa angadwetshwa.
Uma kunamakholomu angaqinisekile, buza kuqala, ungaqageli.
Linda ngiqinisekise inhloso yesayensi nezinto zegrafu ngaphambi kokubiza i-Origin ukuze idwebe.Ngemva kwalokho kufanele uqale uhlole incazelo yedatha enikezwe yi-EditaPlot, kunokuba uvumele ukudweba ngokushesha. Hlola ikakhulukazi amagama amakholomu, amayunithi, amakholomu amaphutha, amakholomu okuhlukanisa amaqembu, imiphumela ye-fitting nama-eksisi adinga ukuboniswa ngokuphambene.
Indlela yesibili: Qala ngomyalo wokuqalisa
Ungaqalisa futhi empandeni ye-repository:
.\editaplot.cmd start "$HOME\Documents\my-data.csv"I-start ihlela ukuhlolwa kwendawo, ukuhlonza okufundwa kuphela, ukuphakanyiswa kwamagrafu angakhethwa kanye nenqubo yokuqinisekisa. Kubasebenzisi bokuqala, lena iyindawo yokuqala efanele kunokusebenzisa ngesandla lonke uchungechunge lomsebenzi.
Ukuhamba komsebenzi komugqa womyalo ngezinyathelo
1. Hlola indawo yekhompyutha
.\editaplot.cmd doctorI-doctor yenza ukutholakala okufundwa kuphela; lokho akusho ukuthi i-Origin automation isilungele ukusebenza kahle, futhi ngeke iqale i-Origin ngokwayo.

2. Hlola futhi uqonde idatha
.\editaplot.cmd inspect data.csv
.\editaplot.cmd recommend data.csv --intent "Qhathanisa amamodeli futhi ubonise iphutha"
.\editaplot.cmd understand data.csv --template-id bar --output data-understanding.jsonI-inspect isetshenziselwa ukubuka ukwakheka kwethebula, i-recommend iphakamisa amagrafu ngokwenhloso yesayensi, kanti i-understand ikhiqiza umphumela osemthethweni kakhudlwana wokuqonda izindima zamakholomu. I-ID yethempulethi kufanele ikhethwe ngokwedatha yangempela nemiphumela yokuphakanyiswa; ungayicacisi ngenkani ukuze nje ulingise isibonelo.
3. Phequlula imibala
.\editaplot.cmd palettes
Isikrini sokuqala se-EditaPlot sinikeza amaqoqo emibala anconyiwe angu-8, kanti ikhathalogi ephelele inamanye amaqoqo athuthukile angu-2. Uma kuhileleka izingxenye ze-XPS, amanani amahle namabi, ama-heatmap nemigqa yereferensi yokuxilonga, umbala ungaba nencazelo yesayensi, ngakho akufanele ushintshwe ngokuthanda ngenxa yobuhle kuphela.
4. Dala i-RenderPlan
Ngemva kokuqinisekisa isimangalo sesayensi, izindima zobufakazi, ukumaphwa kwamakholomu nombala, ungakhiqiza uhlelo olusemthethweni lokudweba:
.\editaplot.cmd plan data.csv `
--template-id bar `
--claim "Imethrikhi yemodeli A iphakeme" `
--evidence-role comparison `
--palette-id ocean_coral `
--semantic-confirmation-json semantic-confirmation.json `
--output render-plan.jsonI-semantic-confirmation.json kufanele ivele enqubweni yokuqinisekisa incazelo eseyiqediwe. Ungakweqi ukuqinisekisa, futhi ungathumeli ukumaphwa kwamakholomu okungakaqinisekiswa ekunikezweni okusemthethweni.

5. Qalisa i-Origin smoke yangempela
$smokeDir = Join-Path $env:TEMP ("EditaPlot-origin-smoke-" + (Get-Date -Format "yyyyMMdd-HHmmss"))
.\editaplot.cmd origin-smoke --output-dir $smokeDirI-origin-smoke iqala i-Origin instance ehlukanisiwe ye-EditaPlot futhi iqedele umjikelezo omncane wokuthekelisa. Kufanele uqhubekele ekudwebeni okusemthethweni kuphela ngemva kokuba i-smoke iphumelele.
6. Dweba futhi uqinisekise
.\editaplot.cmd render render-plan.json
.\editaplot.cmd verify "C:\path\to\Origin-output-directory"Ngokudweba okuvamile, kunconywa ukushiya i---output-dir ye-render, ukuze imiphumela igcinwe ngokuzenzakalela kufolda entsha eseceleni kwedatha yomthombo. Ukuqinisekisa akufanele kubheke kuphela ukuthi i-PNG ikhona yini; kufanele futhi kuqinisekiswe i-OPJU, i-PDF, i-TIF, ama-eksisi, amafonti, izendlalelo, ibha yemibala, ukumaphwa kwedatha kanye nemiphumela yokufunda izinto futhi.
Amathiphu okusebenzisa idatha yocwaningo ejwayelekile
GSAS ne-GSAS-II XRD Rietveld
Kudatha yokucwengisiswa, i-EditaPlot ingabona i-Observed njengamaphuzu alinganisiwe, i-Calculated njengomugqa obaliwe, bese ingeza i-Background, i-Difference nemigqa yokumaka yezigaba ezikhonjwe ngokucacile ngokokuqukethwe kwefayela. Amakholomu afana ne-weight, Q, Used, diff/sigma ne-Axis-limits agcinwa njengedatha yosizo noma yokulawula, futhi ngeke adwetshwe ngephutha njengama-curve amasha obukhulu.
Umehluko we-Diff onezindawo zokubonisa osuvele uku-CSV ye-Publication uzodwetshwa kusetshenziswa amanani omthombo, futhi ngeke uphinde ususwe endaweni. Ithuluzi ngeke libale ngokuzenzakalela i-background, umehluko, i-Rwp noma i-χ², futhi ngeke likhombe izigaba zezinto noma linikeze iziqongo ezithile endaweni yomsebenzisi.

Ukuboniswa kwe-SHAP
Indlela ye-SHAP ifunda ithebula elide lesampula ngayinye elibalwe kusengaphambili phezulu; kudingeka okungenani Feature, SHAP value kanye Feature value. Ungaphinde unikeze Sample ID, Feature Order, Mean absolute SHAP, Feature Group kanye Group contribution (%).
Uma usebenzisa ukuhlukaniswa kwamakholomu kwe-SHAP kanye negrafu eyindandatho enezingqimba ezimbili, kufanele futhi unikeze Feature Group; isici ngasinye kufanele sibe nokubhekwa okungenani okungu-3. I-EditaPlot ngeke iqeqeshe imodeli noma ibale i-SHAP ngokwayo; uma kudingeka kukhishwe amanani ahlanganisiwe kumagugu e-SHAP anikeziwe, izoqala ibhale amafomula bese icela ukuqinisekiswa.
Sebenzisa ukuhlukaniswa kwamakholomu kwe-SHAP kanye negrafu eyindandatho enezingqimba ezimbili ku-$editaplot,
usebenzisa imibala eluhlaza okunsomi, eluhlaza kanye negolide,
gcina yonke idatha.Idatha ye-spectroscopy kanye nokuhlaziywa kokushisa
- FTIR/IR: kudingeka inombolo yamaza kanye okungenani nomugqa owodwa wokumuncwa noma wokudlulisa; inombolo yamaza izoboniswa isuka phezulu iye phansi; ngeke kulungiswe ngokuzenzakalela, kushelelezelwe, kumakwe iziqongo noma kukhonjwe amaqembu asebenzayo.
- NMR: kudingeka i-chemical shift kanye nokuqina, futhi i-chemical shift izoboniswa isuka phezulu iye phansi; ngeke kwenziwe ngokuzenzakalela ukulungiswa kwesigaba, ukuhlanganisa, ukukhomba iziqongo noma ukwabela iziqongo.
- DSC: kudingeka izinga lokushisa kanye nokugeleza kokushisa, futhi kufanele kuqinisekiswe kuqala ukuthi indlela yokumuncwa noma yokukhishwa kokushisa isebenza kanjani; ngeke kukhonjwe ngokuzenzakalela i-Tg, Tm, Tc noma kubalwe ushintsho lwe-enthalpy.
- PL/TRPL: kudingeka i-wavelength noma isikhathi kanye nokuqina kokukhanya; amakholomu e-fit kanye nesikhathi sokuphila kufanele anikezwe ngumsebenzisi.
- UV–Vis/Tauc: ngeke kuguqulwe ngokuzenzakalela kube amandla e-photon, kukhethwe i-exponent, kwenziwe i-fit noma kubalwe i-band gap.
Amathiphu athuthukile
Ukulawula kahle isitayela sokubukeka
Ungacacisa imibala yochungechunge, ububanzi bemigqa, ukubonakala kokugcwalisa, usayizi wesithombe, nokuthi inganekwane iboniswe yini, ingabi nohlaka yini, kanye nendawo yayo. Ngokwesibonelo se-XPS, ungatshela i-Codex kanje:
Kulokhu khetha ukwenza ngendlela enembile:
I-Raw isebenzise i-#173F5F, i-Envelope isebenzise i-#C94C4C,
ububanzi bomugqa bube ngu-2.4 pt, ukubonakala kokugcwalisa kube ngu-38%, usayizi wesithombe ube ngu-18 × 18 cm, kufihlwe inganekwane.
Incazelo yesayensi kanye nezindima zamakholomu makuhlale kungashintshiwe.
I-EditaPlot izohlola izinkambu bese ifriza amanani aqinisekisiwe ku---visual-style-json. Amanani anembile angekho emthethweni azodinga ukulungiswa; ngeke ibuyele buthule kumanani azenzakalelayo, futhi ngeke ichaze amakhono angaqinisekisiwe njengalawo asevele esetshenziswa.
Ukugcina izimvume zincane
I-Codex ngokuvamile idinga kuphela ukufunda yonke i-repository, amafayela edatha kanye nezithombe eziyisethenjwa ozikhethela zona, ukubhala ku-repository, kufolda ye-Skill yomsebenzisi kanye namafolda aqukethe idatha, nokusebenzisa i-PowerShell yasendaweni, i-Python, i-editaplot.cmd kanye ne-Origin Automation. Ukusetshenziswa okujwayelekile akudingi imvume yokubhala kuyo yonke i-C drive, ukulawula igundane noma izimvume zomlawuli.
Uma i-sandbox ye-Codex ingakwazi ukubiza i-Origin ngaphansi komongo womsebenzisi ongene ngemvume njengamanje, i-EditaPlot izoma ngaphambi kokubiza i-COM. Kuleso simo, kufanele kucelwe kuphela imvume elinganiselwe yokusebenzisa kwasendaweni komyalo wokuqala oqondile we-origin-smoke noma render; ungazami ukweqa umkhawulo usebenzisa izimvume zomlawuli, ngokushintsha i-DCOM noma i-registry.
Ukuphatha imisebenzi ehambisanayo
Imisebenzi eminingi ye-Codex ingaqonda idatha, income amagrafu futhi yakhe izinhlelo ngokuhambisana, kodwa iseshini eyodwa yokungena ku-Windows ingasebenzisa isigaba esisodwa kuphela se-Origin Automation ngesikhathi. Eminye imisebenzi izongena ku-origin_job_queue, futhi isimo sizobuyekezwa cishe njalo ngemizuzwana engu-30. Uma ubona isaziso sokulinda kulayini, ungayiqali kabusha leyo misebenzi efanayo.
Ukunquma ukuthi ukusebenza akujwayelekile yini
Uma imvelo isilungisiwe, inani ledatha lijwayelekile futhi kungekho ukuqinisekiswa okulindile, ukuqedela ukubonwa kwasendaweni, i-smoke, ukudwetshwa kwe-Origin, ukuthunyelwa ngaphandle kanye nokuqinisekisa ngokuvamile kuthatha imizuzu engu-4–5, kodwa lokhu akusona isithembiso esiqinile. Ukufakwa kokuncika okokuqala, i-Excel enkulu, izendlalelo eziyinkimbinkimbi, idiski ehamba kancane noma ukuskena kwezokuphepha kungandisa isikhathi.
Uma kungekho nqubekelaphambili entsha imizuzu engu-30–60 ngaphandle kokulinda ukuqinisekiswa noma ukugunyazwa kwezimvume, qala ngokuthola ukuthi kumiswe kusiphi isigaba:
- setup: hlola i-GitHub, umthombo wamaphakheji e-Python, i-proxy kanye nenethiwekhi.
- Ukuqonda idatha: qinisekisa ukuthi kulindwe impendulo yomsebenzisi noma ukugunyazwa kwezimvume yini.
- origin-smoke: hlola ukuthi i-Origin Automation iqale ngempumelelo yini noma ibuyise iphutha elizinzile.
- render: hlola amabhokisi ezingxoxo e-Origin, izimvume zokubhala kufolda noma ukukhiya okwenziwa yisoftware yokuvumelanisa.
- verify: hlola i-OPJU, i-PNG, i-PDF, i-TIF kanye nombiko wokufundwa kabusha, kunokuba uphinde udwebe ngokuqondile.
Ungayivumeli i-Codex ukuthi izame kabusha ngokungenamkhawulo, iphinde ifake imvelo kaningi noma yandise izimvume zesistimu. Uma kudingeka ukuphinda uzame, sebenzisa ifolda entsha engenalutho esezingeni elifanayo yemiphumela, ukuze kugcinwe ukuxilongwa kokuqala.
Ukuvikela idatha nobumfihlo
I-runtime ne-Origin Automation eyakhelwe ku-EditaPlot ayilayishi idatha ngokuzenzakalela, kodwa amafayela anikezwa i-Codex asengaphansi kwe-akhawunti, inhlangano kanye nezinqubomgomo zokugcinwa kwedatha ezisetshenziswayo. Idatha yezokwelapha kanye nezithombe eziyisethenjwa kufanele zikhishwe kuzo izimpawu ezikhomba umuntu ngokwezidingo zesikhungo kuqala, futhi kufanele kuhlolwe ukuthi izithombe ziqukethe yini ulwazi lobunikazi olushiswe ngaphakathi; iphrojekthi ayithembisi ukuthola ngokuzenzakalela ulwazi lwezempilo oluvikelekile.
Uhlu lokuhlola ngaphambi kokuqeda
- I-CSV, TXT, XLS noma XLSX yoqobo ayibhalwanga kabusha.
- Incazelo yesayensi nendima kugrafu yekholomu ngayinye kuqinisekisiwe.
- Amakholomu angaqinisekisiwe awazange aguqulwe ngokuzenzakalela abe imigqa noma imiphumela yokuhlaziywa.
- I-OPJU ingaqhubeka nokuhlelwa, futhi ukumakwa kwedatha kusekhona.
- I-PNG, PDF kanye ne-TIF kuthunyelwe ngempumelelo.
- Ama-axes, amayunithi, amafonti, izendlalelo, inganekwane kanye nebha yemibala kuphelele futhi akusikiwe.
- Ukufundwa kabusha kwezinto kanye nokuhlolwa okubukwayo komuntu kuphasile.
- Isithombe sokubuka kuqala se-Python asiphathwanga njengomdwebo wokugcina we-Origin.
Isiphetho
Inani eliyinhloko le-EditaPlot akukhona ukwenza izinqumo zesayensi esikhundleni somsebenzisi, kodwa ukuhlela “ukuqonda idatha, ukuqinisekisa incazelo, ukwakha uhlelo, ukubiza i-Origin, ukuthumela imiphumela ngaphandle kanye nokuqinisekisa ngokufundwa kabusha” kube ukuhamba komsebenzi okungacwaningwa. Kubasebenzisi be-Windows abadinga amaphrojekthi e-Origin ahleleka futhi abafisa ukusebenzisa i-Codex ukuze banciphise imisebenzi ephindaphindwayo, inikeza indlela eqaphile nesebenzisekayo yokudweba ucwaningo.
