仓库/Skill 库

数据在被构建成有意义的东西之前只是噪声——将原始数据转化为真正可用的系统，涵盖欺诈检测、RAG pipeline、计算机视觉追踪器以及数据仓库等领域。FAST NUCES 数据科学本科生，在"搞坏东西"和"交付产品"之间反复横跳。持续构建，持续学习，欢迎合作和实习交流Data is noise until someone builds something meaningful out of it, turn raw data into systems that actually work, from fraud detection and rag pipelines to computer vision trackers and data warehouses. DS undergrad at FAST NUCES, somewhere between breaking things and shipping them. always building, always learning, open to collabs and interns

通过实战教程构建有效的 AI 评测，使用真实 agent 提升生产系统技能🎯 Build effective AI evaluations through a hands-on tutorial, using a realistic agent to enhance your production system skills.

《从原始数据到完稿论文：构建可复现研究流水线》演讲幻灯片，用于 WHU - Otto Beisheim School of Management 博士迎新周。Slides for 'From Raw Data to Finished Paper: Building a Reproducible Research Pipeline', a Doctoral Orientation Week session at WHU - Otto Beisheim School of Management.

在 VS Code 中本地编辑 Overleaf 项目，支持双向同步。Edit Overleaf projects locally in VS Code with two-way synchronization.

面向自由职业学术写作/编辑服务的市场与客户接入站点，集成 Zod 校验的联系表单。Marketing and client-intake site for freelance academic writing/editing services, with a Zod-validated contact form.

KAKANHI-LaTeX 文档的 Cookiecutter 模板，附带 Makefile。Cookiecutter template for KAKANHI-LaTeX documents with a Makefile.

DHBW 论文模板。Template for DHBW thesis

学术写作服务、毕业论文、博客、项目提案、商业报告、医学报告。Academic Writing Services, Thesis, Blogs, Proposal, Buisness Reports, Medical Reports

Go 工具链：将 Bourbaki PDF 转换为带标签的 Markdown 语料，并完成翻译与习题求解Go toolchain that turns Bourbaki PDFs into a tagged Markdown corpus, translates it, and solves the exercises

Bourbaki《数学基础》代数篇第 I–VIII 章 Markdown 版本，带永久 Stacks 风格标签，提供越语/中文/日语翻译及习题解答Bourbaki, Elements of Mathematics: Algebra chapters I-VIII as Markdown, with permanent Stacks-style tags, translations (vi/zh/ja) and worked exercises

用于将 LaTeX 编译为 Desmos 的微型 DSL。A tiny DSL for compiling LaTeX to Desmos

面向空间 LLM 与地理空间 AI Agent 的生产工程模式——验证优先架构、地理空间 RAG、prompt-to-spatial-SQL、tool routing 与评估。Production engineering patterns for spatial LLMs and geospatial AI agents — validation-first architecture, geospatial RAG, prompt-to-spatial-SQL, tool routing, and evaluation.

📑 使用此 LaTeX 模板按官方规范生成上海交通大学本科毕业论文的中期检查报告。📑 Create structured midterm examination reports for SJTU Bachelor theses using this LaTeX template, adhering to official guidelines.

用于学术演示的 LaTeX Beamer 模板。A LaTeX Beamer template for academic presentations.

2026 年 21-Agent 病毒式发布流水线——从 AI 研究到多渠道分发。21-Agent Viral Launch Pipeline 2026 – AI Research to Multi-Channel Delivery

本地优先求职工作站——抓取职位、筛选分流，通过自有 Codex CLI 定制简历与求职信，导出 LaTeX PDF，无需服务器端模型密钥。Local-first job-search workstation — fetch roles, triage, tailor CVs and cover letters through your own Codex CLI, export LaTeX PDFs. No server-held model keys.

AI-Native 钢琴学习 RAG 助手——在线且免费（GitHub Pages -> Google Cloud Run -> Neon pgvector -> Groq）：具备引用、护栏与内置可观测性（延迟/token/成本）的摄取与查询流水线（rewrite -> 混合检索/RRF -> rerank -> LLM），数据持久化至可检索数据库。Node.js 实现，不依赖付费 API。AI-Native Piano Learning RAG Assistant - live & free (GitHub Pages -> Google Cloud Run -> Neon pgvector -> Groq): ingestion + query pipeline (rewrite -> hybrid search/RRF -> rerank -> LLM) with citations, guardrails, and built-in observability (latency/tokens/cost) persisted to a searchable DB. Node.js, no paid APIs.

生产级 LLM 网关：兼容 OpenAI 的 API，支持语义缓存，可在 Claude/OpenAI/Ollama 之间进行智能路由与成本分析。Production LLM gateway: OpenAI-compatible API, semantic caching, intelligent routing across Claude/OpenAI/Ollama, cost analytics.

用于将各类文档排版为 UGent 风格的 LaTeX 宏包。LaTeX package for typesetting various documents to UGent house style

通用深度研究 Agent 团队：13 Agent 流水线，提供包含系统综述与 Meta 分析在内的 8 种模式。Universal deep research agent team: 13-agent pipeline, 8 modes incl. systematic review and meta-analysis

从已发表图表到可复现研究工作流：借助 Codex 理解证据、重建方法并验证科学复现。From published figures to reproducible research workflows: understand evidence, reconstruct methods, and validate scientific reproduction with Codex.

面向初中试卷参考答案的生成、校验、渲染与 PDF 交付工具链。

关于 AI、IoT、UAV、高光谱传感及其他数字技术用于稻瘟病检测、监测、预测与管理的系统综述的可复现分析流水线与配套数据。Reproducible analysis pipeline and supporting data for a systematic review of AI, IoT, UAV, hyperspectral sensing, and other digital technologies for rice blast detection, monitoring, prediction, and management.

一个用于研究入侵检测系统 (IDS) 在时间分布漂移下何时应进行适应的可复现研究框架。该项目评估了一个分阶段决策流水线，结合漂移筛查、新颖性检测与成本感知的适应触发器，以判断重训练是否必要且有益。A reproducible research framework for investigating when an Intrusion Detection System (IDS) should adapt under temporal distribution shift. The project evaluates a staged decision pipeline combining drift screening, novelty detection, and cost-aware adaptation triggers to determine whether retraining is necessary and beneficial.

Agentic-SDLC 审计工具，整个工具完全通过其所记录的流水线自身构建：规划、agent 构建、对抗式 AI 审查、CI 卡点、人工授权合并。针对 AI agent 开发规范输出确定性评分报告。Agentic-SDLC audit tool built entirely through the pipeline it documents: plan, agent build, adversarial AI review, CI gate, human-authorized merge. Deterministic scored reports on AI-agent development discipline.

可复用的 Codex skills，涵盖文献综述、学术写作、数学推理、数值仿真以及可发表的图表。Reusable Codex skills for literature review, academic writing, mathematical reasoning, numerical simulation, and publication-ready figures.

Experimental Qwen3.5-derived 752M LLM：基于 Qwen3.5 的实验性 752M 参数 LLM，采用 CPT + SFT 两阶段流程，面向编码、技术推理与指令跟随。Experimental Qwen3.5-derived 752M LLM: a two-phase CPT + SFT pipeline for coding, technical reasoning, and instruction following.

语言驱动、无锁的分布式工作流引擎 — 用 FFL 编写工作流，运行时负责执行、依赖解析、恢复和热部署。Language-directed, lock-free distributed workflow engine — write workflows in FFL, the runtime handles execution, dependency resolution, recovery, and live deployment.

葡萄牙国家预算执行数据分析 — 基于 pandas 的数据流水线，并针对公共支出模式提出五个研究问题Analysis of Portuguese State Budget execution data — pandas pipeline and five research questions on public spending patterns

一个生产级 RAG 系统，能自主决定检索方式——从本地向量库、Web 搜索或两者结合，以引用、多源综合的方式回答研究问题A production-grade RAG system that autonomously decides how to retrieve information — from a local vector store, web search, or both to answer research questions with cited, multi-source synthesis.

本仓库包含用于结构化数据新型类别不平衡学习方法系统文献综述的 Python 流水线与最终数据集，支持文章自动筛选，并提供文章级与实验级摘要，包括所用数据集与报告的性能结果。This repository contains a Python-based pipeline and final dataset used in a Systematic Literature Review on novel class imbalance learning methods for structured data. It supports automated article filtering and provides article- and experiment-level summaries, including datasets used and reported performance results.

面向生态学文献综述的 AI 辅助流水线，内置对 iEcology 与保护生物学相关数据源（社交媒体追踪、博物馆标本记录、新闻档案）的支持。AI-assisted pipeline for ecological literature review with built-in support for data sources relevant to iEcology and conservation biology (social-media tracking, museum specimen records, news archives).

展示学术写作与技术传播成果的专业数字作品集。Professional digital portfolio showcasing my academic writing and technical communication work.

守护你的 .bib 文件：在写入前验证引用，查找每篇论文的真实出版信息，并保持整个参考文献格式统一。纯标准库 Python，无需 pip，无需 API key。Your .bib, guarded: verify a citation before it is written, find where each paper was really published, and keep the whole bibliography in one format. Stdlib-only Python, no pip, no API key required.

由 AI 驱动的交易研究与市场情报平台，使用智能 AI agent、SQL、RAG、市场数据以及外部工具来分析研究问题并生成结构化的市场洞察。An AI-powered trading research and market intelligence platform that uses an intelligent AI agent, SQL, RAG, market data, and external tools to analyze research questions and generate structured market insights.

基于 Codex、LaTeX、TeX Live 与 VS Code 的双语可复现学术写作工作流。A bilingual, reproducible workflow for academic writing with Codex, LaTeX, TeX Live, and VS Code.