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ይለያሉ፣ የተማሪ መቋረጥ አደጋዎችን ይተነብያሉ፣ የሁለት ቋንቋ የማለዳ ማጠቃለያዎችን ያዘጋጃሉ፣ እና ጥቃቅን ጉዳዮች ወደ ቀውስ ከማደጋቸው በፊት ዳይሬክተሮችን ያስጠነቅቃሉ።",[725,726,731],"pre",{"className":727,"code":728,"language":729,"meta":730,"style":730},"language-mermaid shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","flowchart TD\n    A[\"⚙️ የተመደበ የበስተመጋራ Cron ሰራተኛ (ጠዋት 06:30 \u002F እኩለ ሌሊት)\"] --> B[\"🧠 ራሱን የቻለ የAI ዋና ሞተር\"]\n    B --> C[\"1. 🌅 የዳይሬክተር የዕለት የማለዳ ማጠቃለያ\"]\n    B --> D[\"2. 🚨 የቅድመ ማስጠንቀቂያ የአደጋ ዎችዶግ\"]\n    B --> E[\"3. 📋 ራሱን የቻለ ቋሚ ተግባር አስተላላፊ\"]\n    B --> F[\"4. 📉 የመቋረጥ አዝማሚያ ተንብዮ\"]\n    C --> G[\"📲 በገፋፊ፣ በመተግበሪያ ውስጣዊ ማሳወቂያ እና በቴሌግራም ይላካል\"]\n    D --> G\n    E --> G\n    F --> G\n","mermaid","",[716,732,733,741,747,753,759,765,771,777,783,789],{"__ignoreMap":730},[734,735,738],"span",{"class":736,"line":737},"line",1,[734,739,740],{},"flowchart TD\n",[734,742,744],{"class":736,"line":743},2,[734,745,746],{},"    A[\"⚙️ የተመደበ የበስተመጋራ Cron ሰራተኛ (ጠዋት 06:30 \u002F እኩለ ሌሊት)\"] --> B[\"🧠 ራሱን የቻለ የAI ዋና ሞተር\"]\n",[734,748,750],{"class":736,"line":749},3,[734,751,752],{},"    B --> C[\"1. 🌅 የዳይሬክተር የዕለት የማለዳ ማጠቃለያ\"]\n",[734,754,756],{"class":736,"line":755},4,[734,757,758],{},"    B --> D[\"2. 🚨 የቅድመ ማስጠንቀቂያ የአደጋ ዎችዶግ\"]\n",[734,760,762],{"class":736,"line":761},5,[734,763,764],{},"    B --> E[\"3. 📋 ራሱን የቻለ ቋሚ ተግባር አስተላላፊ\"]\n",[734,766,768],{"class":736,"line":767},6,[734,769,770],{},"    B --> F[\"4. 📉 የመቋረጥ አዝማሚያ ተንብዮ\"]\n",[734,772,774],{"class":736,"line":773},7,[734,775,776],{},"    C --> G[\"📲 በገፋፊ፣ በመተግበሪያ ውስጣዊ ማሳወቂያ እና በቴሌግራም ይላካል\"]\n",[734,778,780],{"class":736,"line":779},8,[734,781,782],{},"    D --> G\n",[734,784,786],{"class":736,"line":785},9,[734,787,788],{},"    E --> G\n",[734,790,792],{"class":736,"line":791},10,[734,793,794],{},"    F --> G\n",[796,797],"hr",{},[799,800,802],"h2",{"id":801},"_1-ራሱን-የቻለ-የai-ወኪል-ስብስብ","1. ራሱን የቻለ የAI ወኪል ስብስብ",[804,805,807],"h3",{"id":806},"ወኪል-1-የዳይሬክተር-የዕለት-የማለዳ-ማጠቃለያ","🌅 ወኪል 1፦ የዳይሬክተር የዕለት የማለዳ ማጠቃለያ",[707,809,810,811,814],{},"በየትምህርት ቤቱ ጠዋት ",[711,812,813],{},"06:30 AM"," ላይ፣ ኤአይው የመገኘት ምዝገባዎችን፣ የክፍያ ስብስቦችን፣ የፈተና ቀነ-ገደቦችን እና የመምህራን የመቅረት ጥያቄዎችን ይቃኛል እና በቀጥታ በዳይሬክተሩ ዳሽቦርድ ላይ የተመሩ ማጠቃለያ ያዘጋጃል፦",[816,817,818,825,831,837],"ul",{},[819,820,821,824],"li",{},[711,822,823],{},"የመገኘት ክትትል፦"," ትናንት ያልተለመደ የመቅረት ጭማሪ የነበራቸው ክፍሎች።",[819,826,827,830],{},[711,828,829],{},"የሰራተኛ ሽፋን፦"," ዛሬ ፈቃድ የያዙ መምህራን እና የመተኪያ ምደባቸው ሁኔታ።",[819,832,833,836],{},[711,834,835],{},"የትምህርት ቀነ-ገደቦች፦"," ከመምሪያ ኃላፊዎች እየተጠበቁ ያሉ ቀጣይ ግምገማ ማቅረቢያዎች።",[819,838,839,842],{},[711,840,841],{},"የፋይናንስ ምት፦"," ባለፉት 24 ሰዓታት የተሰበሰቡ የክፍያ ማጠቃለያ።",[796,844],{},[804,846,848],{"id":847},"ወኪል-2-የቅድመ-ማስጠንቀቂያ-እና-የመቋረጥ-አደጋ-ዎችዶግ","🚨 ወኪል 2፦ የቅድመ ማስጠንቀቂያ እና የመቋረጥ አደጋ ዎችዶግ",[707,850,851,852,855],{},"የ",[711,853,854],{},"ቅድመ ማስጠንቀቂያ ኤአይ (Early Warning AI)"," እያንዳንዱን የተመዘገበ ተማሪ በባለብዙ-ምክንያት የአደጋ ውጤት ሞዴል ለመገምገም ያለማቋረጥ ይሰራል፦",[816,857,858,864,870,876],{},[819,859,860,863],{},[711,861,862],{},"የመገኘት አዝማሚያ፦"," በተከታታይ ሳምንታት እየቀነሰ የመገኘት አዝማሚያ ያላቸውን ተማሪዎች ይለያል (ለምሳሌ፣ ከ85% በታች መውረድ)።",[819,865,866,869],{},[711,867,868],{},"የትምህርት ውጤት ልዩነቶች፦"," በበርካታ ትምህርቶች ድንገተኛ የውጤት መውረድ ይለያል።",[819,871,872,875],{},[711,873,874],{},"የተግሣጽ እና የባህሪ ክስተቶች፦"," እየጨመሩ የሚሄዱ የቅጣት ነጥቦችን ይከታተላል።",[819,877,878,881,882,886,887,890,891,894],{},[711,879,880],{},"የሚመከሩ ጣልቃ-ገብነቶች፦"," በራስ-ሰር የተመጣጠኑ የማስተካከያ እርምጃዎችን ይጠቁማል (ለምሳሌ፣ ",[883,884,885],"em",{},"የወላጅ-መምህር ስብሰባ","፣ ",[883,888,889],{},"የአቻ ማጠናከሪያ","፣ ወይም ",[883,892,893],{},"የምክር ሪፈራል",")።",[796,896],{},[804,898,900],{"id":899},"ወኪል-3-ራሳቸውን-የቻሉ-ቋሚ-ተግባራት","📋 ወኪል 3፦ ራሳቸውን የቻሉ ቋሚ ተግባራት",[707,902,903],{},"ዳይሬክተሮች በቀላል ቋንቋ የሚደጋገሙ አውቶማቲክ የክትትል ሕጎችን ማዋቀር ይችላሉ፦",[816,905,906,911],{},[819,907,908],{},[883,909,910],{},"\"በየዓርቡ ከሰዓት 4 ላይ፣ ሁሉንም የ9-12ኛ ክፍል የትምህርት እቅድ ማጠናቀቂያዎችን ገምግሙ እና ያልተገቡ ክፍሎችን ለመምሪያ ኃላፊዎች አመልክቱ።\"",[819,912,913],{},[883,914,915],{},"\"በአንድ ክፍል ውስጥ ከ15 በላይ ተማሪዎች ከ30 ቀናት በላይ ያልተከፈለ ደረሰኝ ሲኖራቸው የፋይናንስ ቡድኑን ያሳውቁ።\"",[796,917],{},[799,919,921],{"id":920},"_2-ራሳቸውን-የቻሉ-የai-ኦቶፓይለቶችን-ማስተዳደር","2. ራሳቸውን የቻሉ የAI ኦቶፓይለቶችን ማስተዳደር",[707,923,924,925,928],{},"የትምህርት ቤት ዳይሬክተሮች የበስተመጋራ ወኪሎችን ከ",[711,926,927],{},"ዳይሬክተር ፖርታል > የትምህርት ቤት ቅንብሮች > ራሱን የቻለ AI"," ማዋቀር እና መከታተል ይችላሉ፦",[725,930,935],{"className":931,"code":933,"language":934},[932],"language-text","┌────────────────────────────────────────────────────────────────────────┐\n│ 🤖 Autonomous AI Control Center                                       │\n├────────────────────────────────────────────────────────────────────────┤\n│ [✓] Director Daily Morning Briefing (Cron: 06:30 AM)         [Active]  │\n│ [✓] Proactive Early Warning Risk Watchdog                    [Active]  │\n│ [✓] Timetable Substitution Auto-Negotiator                   [Active]  │\n│ [✓] Midnight Promotion Queue Engine                          [Active]  │\n└────────────────────────────────────────────────────────────────────────┘\n","text",[716,936,933],{"__ignoreMap":730},[938,939,940,946,952],"ol",{},[819,941,942,945],{},[711,943,944],{},"ወኪሎችን ማንቃት \u002F ማጥፋት፦"," መደበኛውን የሥርዓት ባህሪያት ሳይነካ ግለሰባዊ የበስተመጋራ ኦቶፓይለቶችን ያብሩ \u002F ያጥፉ።",[819,947,948,951],{},[711,949,950],{},"የማሳወቂያ ቻናሎች፦"," የAI ማጠቃለያ ማንቂያዎች የሚደርሱበትን ቦታ ይምረጡ (የመተግበሪያ ውስጣዊ የማሳወቂያ ማዕከል፣ የሞባይል ገፋፊ፣ ወይም የቴሌግራም ቦት)።",[819,953,954,957],{},[711,955,956],{},"የኦዲት መዝገብ እና ግልጽነት፦"," ትክክለኛውን የAI የሥራ ታሪክ፣ የተቃኙ ዳታዎች እና የተፈጠሩ ምክሮችን በሥርዓቱ የኦዲት መዝገብ ውስጥ ይመልከቱ።",[796,959],{},[799,961,963],{"id":962},"በai-ብልህነት-ውስጥ-ቀጣይ-እርምጃዎች","በAI ብልህነት ውስጥ ቀጣይ እርምጃዎች",[816,965,966,973,978,984],{},[819,967,968,972],{},[969,970,971],"a",{"href":459},"በይነተገናኝ የAI ረዳት እና ኮፓይለት"," — የእውነተኛ-ጊዜ ቻት ረዳት እና የ5E ትምህርት አመንጪ",[819,974,975,977],{},[969,976,467],{"href":468}," — አውቶማቲክ የመቅረት ማዛመድ እና የቴሌግራም ሰዓት ልውውጥ",[819,979,980,983],{},[969,981,982],{"href":472},"ርኅራኄ ያለው የወላጅ ውይይት ሞተር"," — አውቶማቲክ ርኅራኄ ያላቸው የSMS ማንቂያዎች እና የቤተሰብ ግንኙነት",[819,985,986,989],{},[969,987,988],{"href":476},"የAI ቅንብር እና የሞዴል ቅንብሮች"," — የAPI ቁልፎችን እና የአገልግሎት ሰጪ ሞዴሎችን ማዋቀር",[991,992,993],"style",{},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"title":730,"searchDepth":743,"depth":743,"links":995},[996,1001,1002],{"id":801,"depth":743,"text":802,"children":997},[998,999,1000],{"id":806,"depth":749,"text":807},{"id":847,"depth":749,"text":848},{"id":899,"depth":749,"text":900},{"id":920,"depth":743,"text":921},{"id":962,"depth":743,"text":963},"የYeneSchool ራሳቸውን የቻሉ የበስተመጋራ AI ሰራተኞች ንቁ የአደጋ መለየትን፣ የማለዳ ማጠቃለያዎችን፣ ቋሚ ተግባራትን እና የትንበያ ማንቂያዎችን እንዴት እንደሚያስተዳድሩ።","md",null,{"icon":135},{"title":463,"icon":135},{"title":698,"description":1003},"jew5Bc74-iCOXGoohz0nmL2ftot-c0FRcPk3HGvF5i0",[1011,1013],{"title":458,"path":459,"stem":460,"description":1012,"icon":461,"children":-1},"ስለ YeneSchool ሚና-አዋቂ የAI ረዳት (AI Assistant) አጠቃላይ መመሪያ — የቀጥታ ስርጭት ቻት፣ የቀጥታ ዳታቤዝ መሳሪያዎች፣ የብዙ ቋንቋ ድጋፍ እና የጥያቄ ቤተ-መጻሕፍት።",{"title":467,"path":468,"stem":469,"description":1014,"icon":461,"children":-1},"የYeneSchool የበስተመጋራ AI ኦቶፓይለት ድንገተኛ የመምህራን መቅረትን እንዴት እንደሚለይ፣ ብቁ ተተኪዎችን እንደሚያዛምድ፣ የሰዓት ልውውጥን እንደሚደራደር እና የመርሃ ግብር ግጭቶችን በራስ-ሰር እንደሚፈታ።",1791358013562]