Hlola ukuchithwa window yakho. 
 
 TL;DR: Yenza amafayela amancane, ezizodwa nezinsizakalo ezizodwa ukuze uqinisekisa I-AI yakho ephokusekelwe, esifanele nokuvimbela i-hallucinations. TL;DR: Yenza amafayela amancane, ezizodwa nezinsizakalo ezizodwa ukuze uqinisekisa I-AI yakho ephokusekelwe, esifanele nokuvimbela i-hallucinations. Common Mistake ❌ You know the drill - you paste your entire project documentation or every coding rule into a single massive noma . Ngena ngemvume Umbhali.md Ngemuva kwalokho, uzodingeka i-AI ukujabulela konke ngokushesha. Lokhu kubaluleke isampula futhi kuholele ku-"hallucinations" noma imiyalezo ezikhangayo. Imibuzo yokusabela 
 
 
 
 
 
 
 Izimpendulo ze-long zithole i-token limit ngokushesha, okuholela ukuchithwa kwe-context. I-codebases esikhulu esithathwe ne-information ye-agents ezihlangene isixazululo se-attention span. I-AI iyathintela ngezinsizakalo kanye ne-noise engathintela okuyinto engathintela umsebenzi yakho yamanje. Ngaphandle kwamakhemikhali ezithile, i-AI ikhiqiza ikhodi ebonakalayo okuyinto akuyona izinga ezizodwa ze-team yakho. I-context elikhulu esebenzayo, kakhulu i-AI iyakwazi ukukhiqiza ikhodi elibizayo okuyinto akuyona inkinga yakho. I-Multi-step workflows ingakwazi ukuxuba isinyathelo sakho esilandelayo. Indlela yokwenza ️ 
 
 
 
 
 
 
 
 
 Thola izivakashi ezivamile ezivame kakhulu, isibonelo: ukudala izifundo ze-unity, ukwakha izinhlelo ze-React, ukongeza ukubuyekeza, ukudala ama-Git commits, njll. Yenza ifayela elincane le-Markdown (i-a.k.a. skill) ngalinye umsebenzi. Hlola phakathi kwama-20 kuya ku-50 izilimi. Qhagamshelana ne-Agent Skills format. Ukongeza i-"trigger" ekupheleni ifayela. Lokhu kubonisa i-AI lapho usebenzisa lezi zinsizakalo ezithile. Zihlanganisa ubuchwepheshe (isib. Python, JUnit) kanye nenkqubo yokufinyelela ku-metadata. Hlola amafayela kubasebenzisi bakho we-AI (Claude, Cursor, noma Windsurf) kuphela lapho ufuna, ukunciphisa isixhumanisi kwama-subagents (i-Junior AI) ezihlangene ku-orchestrator emangalisayo (and-expensive). Kufaka ama-agents.md ezininzi ezincinane kakhulu zokusebenza ezithile ngokuvumelana nenkqubo ye-divide-and-conquer. Yenza izidakamizwa ezibalulekile ku-agents.md. Izinzuzo 62 
 
 
 
 Ukunemba okuphakeme: I-AI isekelwe ku-set esifundeni esifundeni. I-Save Tokens: Ungathumela kuphela isigaba esithakazelisayo ye-file esifanele esithathwe. I-Portability: Ungahambisa lezi "izinzuzo" nge-team yakho ngezindlela ezahlukene ze-AI. Umhlahlandlela Izimodeli ezintsha ze-AI zihlanganisa i-"attention span". Uma uxhumane ulwazi kakhulu ku-imeyili, imodeli ngokuvamile ukuphazamiseka ingxenye yesibili se-prompt yakho. Ukuqhathanisa imiyalezo ku-"zobugcisa" ibonisa indlela yokusebenza kwe-human experts: zithintela ulwazi oluthile kusuka ku-toolbox yayo kuphela uma inkinga oluthile lithunyelwe. is a open, standardized format for packaging procedural knowledge that agents can use. Izinzuzo.md Okokuqala eyakhelwe ngu-Anthropic futhi sishintshwe ngezinhlelo eziningi. I-A kuhlanganise izicelo ku-format eyenziwe nge . Ukubuyekezwa.md File Yama Iphasiwedi zihlanganisa ngokushesha. I-Agents akuyona okokuqala kuphela igama lwezobuchwepheshe kanye ne-description, bese ukulanda imiyalezo ephelele kuphela lapho kulinganayo (kuye i-trigger iyatholakala). Ukusebenza okusheshayo Ukusebenza okusheshayo Here are 50 pages of our company coding standards and business rules. 

Now, please write a simple function to calculate taxes.
 Ukusebenza okusheshayo 🙂 Ngemuva kokufaka ubuchwepheshe yakho: Good Prompt Use the PHP-Clean-Code skill. 

Create a tax calculator function 
from the business specification taxes.md

Follow the 'Early Return' rule defined in that skill.
 Imibuzo ☀️ Ukusetshenziswa kwezobuchwepheshe amaphrojekthi amancane kuyinto overkill. Uma wonke ikhodi yakho iyatholakala ngokushesha ku-context window yakho, wena ushiye isikhathi sokubhala noma izikhwama isikhunta.md Ukucaciswa.md Ngaphezu kwalokho, kufuneka ukugcina izidakamizwa zakho ngokushesha. Uma isakhiwo seprojekthi yakho isabela, amafayela zakho zokusebenza kufanele isabela futhi, noma i-AI uzothola imibuzo enhle. Ukukhanya, Ngcono kakhulu kunazo zonke izidakamizwa. I-Documentation Elikhulu Usayizi [X] I-Semi-Automatic Ukuhlobisa ✔️ Ungathanda ngokugqithisile ukukhiqiza izinzuzo eziningi ezincinane. Uma unayo izilinganiso ezingama-100 kumphrojekthi eyodwa, uzothola isikhathi eside ekulawuleni amafayela kunazo ku-coding. I-Group related rules ku-sets ye-logic. Usuku ️ 
 
 Ukuhlobisa izinga [X] Ukulungiselela Imininingwane 
 
 
 Hlola ifayela efana ne-AGENTS.md ye-high-level project context. Yenza i-scripts ukuhanjiswa kwezobuchwepheshe phakathi kwe-IDE ezahlukene. Ukungena ngemvume Izinzuzo ze-modular zibonisa i-AI ye-generic ku-engineer e-specialist enze ngokufanele indlela yakho yokubhala ikhodi yakho. Uma uxhumane imiyalezo yakho , incentive, futhi ashisayo, uzothola imiphumela engcono. ikhaya Ngaphezu kwalokho, i️ https://skills.sh/?embedable=true https://agentskills.io/home?embedable=true Ngaziwa ngokuthi 
 
 
 Isicelo Set Ukuhlobisa Imikhiqizo Uninzi lwezobuchwepheshe ziyafumaneka ezahlukile ukuze: 
 
 
 
 Ukuhlobisa Ukuhlobisa I-GitHub Copilot I-Disclaimer Izinzuzo ezidlulile lapha zihlanganisa yami. Ngingathanda umntu owenziwe ngokuvumelana nabanye abantu. Ngisebenzisa izixhobo ze-AI ze-proofreading ukuze ngempumelele ezinye imibhalo. Ngacindezeleka umqondo wokubacindezeleka nokuxhumana. Ngithole lezi zibonelelo nge-30 iminyaka e-software ibhizinisi, i-25 iminyaka yokufundisa, kanye nokubhala ama-artikeli angaphezu kuka-500 kanye ne-book. Okuzenzakalelayo: This article is part of the Ukulungiswa Ukulungiselela Tip https://hackernoon.com/ai-coding-tip-003-force-read-only-planning?embedable=true

This story contains AI-generated text. The author has used AI either for research, to generate outlines, or write the text itself. 

Winner of Noonies 2020 for the award Hacker Noon Contributor of the Year - REFACTORING.

I-AI Encoding Tip 004 - Yini kufanele usebenzisa Izinzuzo ze-Modular

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