AI-native programmer
- 11 public projects, led by KnowFoundry-RAG-Console, LLM-Wiki, vectorpeak-blogs, carbon-tower-predictor, codex-pet-live, fill-contributions-graph, industrial-fault-text-classifier, OpenSense, vectorpeak-agent-skills, kaggle-tabular-forge, lingban-ai-chat.
- 20+ merged upstream PRs, including Openclaw, vLLM, LightRAG, AstrBot, AgentScope.
| Area | Project | Stars | Notes |
|---|---|---|---|
| Applied agents | KnowFoundry-RAG-Console | 29+ | A console project for knowledge-base and RAG workflows, used to capture engineering practice for retrieval-augmented generation apps |
| Applied agents | vectorpeak-blogs | 3+ | Personal blog and knowledge site for technical learning, deep learning practice, algorithm notes, and staged reflections |
| Applied agents | codex-pet-live | 2+ | A Windows desktop Codex pet runtime for hosting, displaying, and driving interactive desktop companions |
| Applied agents | fill-contributions-graph | 2+ | A utility for backfilling and maintaining GitHub contribution graph activity |
| Applied agents | lingban-ai-chat | 1+ | Lingban AI chat Android client and backend API repository |
| Coding agents | OpenSense | 2+ | Daily PR opportunity finder for known open-source repositories |
| Coding agents | vectorpeak-agent-skills | 2+ | A reusable Agent and Codex skill library for software engineering, knowledge work, and professional workflow automation |
| LLM tooling | LLM-Wiki | 29+ | A structured knowledge base for large language model technologies, covering LLMs, Agents, RAG, model training, evaluation methods, and AI engineering practices |
| Research | carbon-tower-predictor | 2+ | An industrial carbonization tower outlet temperature prediction project using historical DCS sensor data for trend forecasting, anomaly warning, and predictive maintenance |
| Research | industrial-fault-text-classifier | 2+ | BERT-based industrial equipment fault text classification for repair-ticket analysis, fault recognition, and risk warning |
| Research | kaggle-tabular-forge | 1+ | A goal-driven Kaggle tabular experiment factory covering feature mining, OOF discipline, deep stacking, and AI review workflows |
| Project | PR | What I Fixed |
|---|---|---|
| #47099 | [Bugfix] Align OpenCV video metadata timeline |
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| #2587 | Preserved empty values in the Mooncake Store REST GET API so clients can reliably read cache metadata and blank fields |
| Project | PR | What I Fixed |
|---|---|---|
| #97972 | CDP auth fails with percent-encoded credentials |
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| #97630 | Normalize Windows inbound paths case-insensitively |
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| #1954 | Reject negative grep pagination values |
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| #6033 | Parse tagged thinking for GLM responses |
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| #6029 | Support Windows-style tilde paths |
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| #5914 | Harden remaining source path validation |
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| #5911 | Normalize source slug validation errors |
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| #5829 | Reject unsafe source slugs before deletion |
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| #5783 | Reject userinfo URLs in WebFetch validation |
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| #28 | Improved event connection handling and reconnection logic, strengthening disconnect recovery and long-running connection stability |
| Project | PR | What I Fixed |
|---|---|---|
| #3324 | Prevent task ID URL path injection |
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| #3316 | Fixed a path traversal vulnerability in resource file generation by validating directory boundaries and preventing unauthorized writes or overwrites |
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| #8971 | Fixed a path traversal vulnerability in knowledge base upload filenames by validating filename boundaries and blocking directory escape |
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| #8968 | Fixed a path traversal vulnerability in plugin upload filenames by validating filename boundaries and blocking directory escape |
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| #602 | Preserve zero LlamaIndex chunk overlap |
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| #6143 | Fix absolute schema_path handling in Dataset.to_file |
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| #6142 | Avoid duplicating /v1 in base_url |
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| #6140 | Clarify end_strategy values in agent spec |
AI-native programmer
- 11 个公开项目，代表项目包括 KnowFoundry-RAG-Console, LLM-Wiki, vectorpeak-blogs, carbon-tower-predictor, codex-pet-live, fill-contributions-graph, industrial-fault-text-classifier, OpenSense, vectorpeak-agent-skills, kaggle-tabular-forge, lingban-ai-chat。
- 20+ merged upstream PRs，包括 Openclaw, vLLM, LightRAG, AstrBot, AgentScope。
| Area | Project | Stars | Notes |
|---|---|---|---|
| Applied agents | KnowFoundry-RAG-Console | 29+ | 面向知识库和 RAG 工作流的控制台项目，用于沉淀检索增强生成应用的工程实践 |
| Applied agents | vectorpeak-blogs | 3+ | 个人博客与知识站点，用于记录技术学习、深度学习实践、算法题解与阶段性思考 |
| Applied agents | codex-pet-live | 2+ | 面向 Windows 桌面的 Codex 宠物运行时，用于承载、展示和驱动交互式桌面宠物 |
| Applied agents | fill-contributions-graph | 2+ | GitHub Contribution Graph 荒漠绿化治理工程 |
| Applied agents | lingban-ai-chat | 1+ | 灵伴 AI 聊天 Android 客户端与后端 API 仓库 |
| Coding agents | OpenSense | 2+ | 面向已知开源项目的每日 PR 机会发现工具 |
| Coding agents | vectorpeak-agent-skills | 2+ | 可复用的 Agent / Codex 技能库，覆盖软件工程、知识工作和职业工作流自动化 |
| LLM tooling | LLM-Wiki | 29+ | 大语言模型知识库，覆盖 LLM、Agent、RAG、训练、评测方法和 AI 工程实践 |
| Research | carbon-tower-predictor | 2+ | 工业碳化塔取出液温度预测项目，用历史 DCS 传感器数据进行趋势预测、异常预警与预测性维护 |
| Research | industrial-fault-text-classifier | 2+ | 基于 BERT 的化工设备故障文本分类方案，用于报修工单分析、故障类别识别和风险预警 |
| Research | kaggle-tabular-forge | 1+ | 面向 Kaggle 表格竞赛的实验工厂，覆盖特征挖掘、OOF 纪律、深度 stacking 和 AI 评审工作流 |
| Project | PR | What I Fixed |
|---|---|---|
| #47099 | 修复 OpenCV 视频元数据时间线对齐问题。 |
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| #2587 | 修复 Mooncake Store REST GET 接口丢失空值的问题，确保客户端完整读取缓存元数据与空字段。 |
| Project | PR | What I Fixed |
|---|---|---|
| #97972 | 修复 CDP 认证因百分号编码凭据导致失败的漏洞。 |
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| #97630 | 修复 Windows 入站路径处理未忽略大小写导致的路径穿越漏洞。 |
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| #1954 | 拒绝负数的 grep 分页参数值，修复潜在的逻辑漏洞。 |
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| #6033 | 解析 GLM 响应中的标记化思维内容。 |
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| #6029 | 支持 Windows 风格的波浪号路径，修复路径解析漏洞。 |
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| #5914 | 强化剩余源路径验证，修复潜在路径穿越漏洞。 |
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| #5911 | 统一源代码标识符校验错误提示。 |
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| #5829 | 删除前拒绝不安全的源 slug，防止路径穿越漏洞。 |
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| #5783 | 修复 WebFetch 验证中 userinfo URL 导致的潜在安全漏洞。 |
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| #28 | 改进事件连接处理与重连逻辑，补充连接状态清理、监听器重建和异常分支处理，提升断线恢复的稳定性。 |
| Project | PR | What I Fixed |
|---|---|---|
| #3324 | 修复任务 ID URL 路径注入问题。 |
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| #3316 | 修复资源文件生成过程中的路径穿越漏洞，校验目录边界，阻止越权写入或覆盖文件，保障生成流程安全。 |
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| #8971 | 修复知识库上传文件名的路径穿越漏洞，校验文件名边界，阻止目录逃逸。 |
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| #8968 | 修复插件上传文件名的路径穿越漏洞，校验文件名边界，阻止目录逃逸。 |
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| #602 | 修复 LlamaIndex 分块重叠为零时未被正确保留的问题。 |
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| #6143 | 修复 Dataset.to_file 中绝对 schema_path 处理导致的路径穿越漏洞。 |
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| #6142 | 修复 base_url 中重复拼接 /v1 导致的 API 请求路径错误问题。 |
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| #6140 | 明确智能体规范中 end_strategy 参数的可选值。 |