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自半成品仓库至GitHub辉煌:吾如何完成雄心勃勃十应用之绝作
ANIRUDDHA A · 2026-05-24 · via DEV Community

此乃投献于GitHub收官挑战赛

吾辈皆曾至此。

卿夜不寐,至二更时分,赖咖啡之助,得奇思妙想。
周末之Hackathon中,编程不止。汝建绝妙之原型,
然及事毕,尔常程复临。
该项目遂被推入汝之GitHub档案,终至遗忘。

它静卧于此,积尘蒙垢,待君终有一日终得
君有暇,竟其事乎?

吾欲择吾志向最远、未竟之事业而
终成精工,备生产之用。


吾之略状

吾名阿尼尔·阿达克.

吾乃计算机科学与工程学院之应届毕业生
于孟加拉国加尔各答之布杰布杰理工学院

近数载间,吾以自由开发者之身,
于开源库中贡献甚巨
且构建自主人工智能之系统。

吾好融汇今之框架,合智之模型。
然吾亦有不善之习,每启宏图大业。
而留小患未解。

此挑战予我所需之专注,令我重归之。技能之域
吾之全面生产效能与身心康泰之生态体系。


技能之境,内乱纷纭

吾初建SkillSphere,欲破教程之学。

其意乃建一平台,可容之。十异
微应用
以助人日臻其生之善。其意
浩瀚无垠,汇聚诸般器物于一处。

  • habit tracker
  • mood-based recipe recommender
  • sustainable product comparison
  • personalized skill builder
  • virtual body language coach
  • crowdsourced travel recommendations
  • neighborhood micro-task exchange
  • wellness companion
  • ar workspace planner
  • live skill exchange network

虽设计之图甚美,然统御十般异器
独处一室,致配置大谬。

此代码库甚为精妙,其有TypeScript成之九十七有八之比
此平台之事。然若察吾之仓库文件,汝
必见矛盾之惑。

吾之README中所述之设置指南,曾告示用户运行Python包也。
安装指令,尤需明示其运行
pip install requirements

此不谐之故,盖因吾尝欲构本地机器之学也。
工具有所直入于前端之构。

是故,构建之际,环境屡屡崩坏。
是故暂辍此案。主文件若
tsconfig.node.jsonpackage.json充盈交叠
依賴錯誤,並有數款應用如ar workspace planner
犹未竟。


拯吾码于GitHub Copilot

吾曾用之GitHub Copilot吾之导引,以洁代码之基,而正之。
吾之困顿。吾之过渡,不过三步而已:


第一步:清理安装步骤

Copilot剖析吾之代码库,助吾悟得可替之
笨重之本地Python脚本,具清雅之客户端逻辑,且
云原生化人工智能之呼。

此使我得以去其惑pip install指令自
设置指南,使新开发者得以部署工作空间。
简素node指令。


其次:修配置之文

Copilot助我改写吾文tsconfig.node.json而束之
依賴以防 Vite 建構之衝突。

此更正了曾致吾构建崩坏之结构谬误。


三步:润色用户界面

吾以Copilot迅疾生焉所缺之互动布局
ar workspace planner且其live skill exchange
用之Tailwind CSS(Tailwind CSS)动势之框以造之
浑然一体之体验。


吾之渐变项目藏也

成此项目,乃吾之征途中所达一大里程碑也。
一人工智能工程师也。欲知吾之法何由变,助之甚矣。
欲较之技能域(Skillsphere)于余所他用诸应用也
积年而成。

项目名 根本技术栈 本初之态 重构之态
技艺之域 typescriptreactvitetailwind css 中止于子应用未全,Python之设纷乱 十应用之套完美于Vercel无碍部署
言语之镜 next.jsassemblyai lemurgemini apitailwind css 简易语音转文原型,具简明翻译之能 通识媒体解析器,兼具情感分析及发言人追踪
家语 typescriptgemini aicomputer visionvite 核心语音指令与简易手势库 先知之调度,安危之诊察,即时之追踪
之音数 reacttypescripttailwind cssassemblyai api 之简易动态数学测验,以简明之音应答而录

之测验应用,精工至极,具练习之式与排行榜

。观此表,可见成长之径,昭然若揭。吾之旧作,如__JHSNS_SEG_0c5392ea_117__之音数。依循基本网音
识别人应答之API,以行简易测验之理。
彼乐甚,互动亦频,然未之有也。
深奥之理,洞悉之能。

灵格之镜吾遂奋身,以用之。assemblyai(assembly.ai)的lemur api
谷歌之吉米尼以深析情志,索其要义
音檔之萃取。

终矣,乃与家语吾拓多模之疆。
以精妙手迹追踪之算法,著成系统
依傍情境感知之语音指令。

此轨迹显吾正离静态网器而迁。
乃向自主、多模系统而行。


建之于众,其值何在?

参此挑战,非惟竞赏而已。
此乃养持之以恒之习也。

其时Halloween Festival 2024吾所制逾二百三十八次拉取请求
开源之项目,启我以洁码之价值
且文献。

论吾之码于dev等平台,助吾明理
吾之过也。是迫吾析繁纹。
使其他学子不必复蹈吾之覆辙。

筑室于众目之下,则吾心有所畏,遂鞭策吾将粗疏之思化为稳固之构。
吾之志向


前路何在

习成技能之域,吾知AI之助,于繁复代码之理,实为良器。

吾将卒计算机科学之学,志在继之。
深入探索自主AI框架。吾欲构建系统。
彼可协力以解繁难之题,如吾之
自主代理市集智能体工坊(AgentForge)或众智协同之安全开发运维
系统若此者安全防护人工智能.

复此仓库,实属艰险,然亦有所得。
其乐无穷也。

吾已将一纷乱未竟之仓库,化为清整。
工场已备,可供他者开发者之用。