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loulanyue/README.md

LoulanYue — bilingual open-source AI systems engineering profile with live telemetry

01 SECURITY & IMPACT  02 100K+ UPSTREAM  03 ENGINEERING MAP  04 PILLARS & COLLAB


01 / SECURITY ADVISORIES & MERGED HIGHLIGHTS · 官方安全通告与亮点合并

Security Advisory CWE Protection Maintainer Approved

持续关注开源基础设施的安全性、协议规范与并发稳定性,参与核心问题排查与修复,获官方 Security Advisory 致谢与上游合入。


上游项目 / 安全通告 & PR 🔗

核心安全与架构价值说明 / Impact & Architecture Value
browser-use/browser-use  🌟 110.4K
GHSA-jfrj-h562-fggm · PR #5549
[CRITICAL / CWE-732 & CWE-377] 原子权限竞争漏洞修复
CloudAuthConfig.save_to_fileget_or_create_device_id 中采用 os.open 原子创建 0o600 凭据文件与 0o700 目录,消除多用户/容器共享环境下长达数百毫秒的凭据窃取竞争窗口。
facebook/react  🌟 248.0K
PR #37354
[RUNTIME SAFETY] 动态懒加载模块空指针与原始类型防御
在 DEV 环境下增强 moduleObject 非空非原始值安全校验,防御动态 import() 解析异常时的未捕获 Crash。
langgenius/dify  🌟 153.2K
PR #41235 · PR #41172
[RBAC & PROTOCOL] MCP 服务端鉴权与 JSON-RPC 2.0 协议规范
修复 AppMCPServerRefreshController 越权漏洞,严格遵循 RBAC APP_EDIT 约束;修复 MCP 错误响应构造中 request_id=0 的布尔回退缺陷。
NousResearch/hermes-agent  🌟 237.1K
PR #91407
[AGENT EVENT BUS] 智能体安全审批流与 SSE 实时分发
打通自进化 Agent 受保护文件写入在 runs SSE 与桌面端审批事件总线,消除文件写入静默阻塞超时。


02 / 100K+ UPSTREAM IMPACT · 头部上游工程 (20 核心旗舰项目 / 261 PR)

Upstream PRs Merged Open Top Flagships Total Star Reach

严格过滤非代码类与文档收录类项目,精选 20 个具备生产级架构、智能体运行时与核心算力基建的高星上游工程贡献,支持横向左右滑动浏览,项目与 PR 均可直接点击跳转。


上游项目与实时星标 / Repository & Stars 🌟

贡献 PR / Pull Request

核心工程焦点与贡献说明 / Contribution Summary
openclaw/openclaw  🌟 387.8K PR #127690  CLOSED CODEBLOCK SYNTAX · 遵循 CommonMark 规范严格检查代码块闭合行空白后缀,防止伪闭合行破坏高亮格式。
react/react  🌟 248.0K PR #37354  CLOSED LAZY MODULE SAFETY · DEV 环境下安全检验 moduleObject 非空非原始值,防御动态 import 返回 null 时的未捕获异常。
affaan-m/ECC  🌟 243.6K PR #2836  CLOSED SYMLINK TRAVERSAL · 在扫描脚本中支持符号链接技能与规约目录递归遍历,提升模块化加载能力。
NousResearch/hermes-agent  🌟 237.1K PR #91407  CLOSED APPROVAL DISPATCH · 打通受保护文件写入在 runs SSE 与桌面端审批事件流,消除静默超时。
n8n-io/n8n  🌟 202.6K PR #36857  CLOSED ERROR ROUTING · 在节点执行循环中捕获异常并接入 continueOnFail 策略,支持将错误安全路由至分支。
anomalyco/opencode  🌟 201.8K PR #38763  CLOSED MODEL REPLAY · 保留失败回合的推理签名链与上下文,确保工具调用可被模型安全重放。
tensorflow/tensorflow  🌟 197.7K PR #125964  CLOSED TYPE DIAGNOSTICS · 替换裸 assert 为显式 TypeError 异常类型与白名单提示,改进算子类型推导防御。
ultraworkers/claw-code  🌟 195.1K PR #3294  CLOSED IMMUTABLE ACTIONS · 将 CI 流程中的浮动 tag 锁定为不可变 commit SHA 并保留版本注释,强化供应链安全。
Significant-Gravitas/AutoGPT  🌟 186.9K PR #14109  CLOSED SESSION ISOLATION · 引入 parent_session_id 并打通子会话归属校验与权限隔离,防止跨会话状态越权。
ollama/ollama  🌟 179.5K PR #17920  CLOSED THREAD QUOTA · 支持 OLLAMA_NUM_THREAD 环境变量全局配置,避免在容器 CPU 配额限制下发生推理性能暴降。
microsoft/markitdown  🌟 176.6K PR #2330  CLOSED CLI ENDPOINT CONFIG · 支持多模态模型端点环境变量回退,便于自动化 Agent 与容器化环境无缝集成。
firecrawl/firecrawl  🌟 173.0K PR #4399  CLOSED SDK RESOLUTION · 修复 Python SDK v1 客户端中 get_version 回退搜索顶层模块的路径缺陷。
AUTOMATIC1111/stable-diffusion-webui  🌟 164.7K PR #17474  CLOSED WORKSPACE RESILIENCE · 增加 git fetch 全量标签回退策略,解决浅克隆或老版本 Git 检出时的异常崩溃。
huggingface/transformers  🌟 164.5K PR #48203  CLOSED ATTENTION VALIDATION · 在模型配置中强化注意力头数与 KV 头数的整除校验,防止前向传播异常。
langflow-ai/langflow  🌟 153.7K PR #14733  CLOSED MCP NUMERICS · 在 MCP 传输层拦截 float inf/nan 特殊浮点值,防御下游 JSON 序列化崩溃。
langgenius/dify  🌟 153.6K PR #41172  CLOSED JSON-RPC PROTOCOL · 在 MCP 错误响应构造中防止 request_id=0 被布尔回退误覆盖为 1。
open-webui/open-webui  🌟 150.1K PR #28914  CLOSED WEBHOOK ROUTING · 扩展支持现代 Teams Power Automate 与 Workflows 域名,保障卡片消息可靠投递。
langchain-ai/langchain  🌟 145.1K PR #39837  CLOSED ASYNC TEMPLATES · 在 MultiModal 消息模板中为 DictPromptTemplate 分支启用异步 aformat 渲染。
github/spec-kit  🌟 131.8K PR #4294  CLOSED TOML ESCAPES · 补齐 TOML v1.0 规范中缺失的 \b (退格) 与 \f (换页) 字符短转义序列。
ggml-org/llama.cpp  🌟 125.9K PR #27651  CLOSED GGUF PRECISION · 修复模型参数量为 0 时字符剥离导致空串位数计算失真的边界缺陷。


03 / UPSTREAM ENGINEERING MAP · 上游工程版图 (157 项目 / 261 PR)

Public PRs Open Merged Projects Project Stars

跨智能体运行时、AI 工作流平台、模型系统、数据接入与工程工具链展开的 157 个公开上游项目协作。

💡 矩阵视图:支持横向左右滑动 / 左右滚动浏览 6 大工程领域的全部分类与 29 个上游项目。


🤖 智能体运行时与编码终端
23 项目 · 86 PR

openclaw/openclaw
🌟 387.8K · 9 PR (0O/2M/7C)

obra/superpowers
🌟 278.3K · 5 PR (5O/0M/0C)

affaan-m/ECC
🌟 243.6K · 2 PR (0O/0M/2C)

NousResearch/hermes-agent
🌟 237.1K · 19 PR (15O/0M/4C)

multica-ai/andrej-karpathy-skills
🌟 207.9K · 1 PR (0O/0M/1C)

anomalyco/opencode
🌟 201.8K · 6 PR (0O/0M/6C)

ultraworkers/claw-code
🌟 195.1K · 1 PR (0O/0M/1C)

Significant-Gravitas/AutoGPT
🌟 186.9K · 2 PR (0O/0M/2C)

ollama/ollama
🌟 179.5K · 2 PR (0O/0M/2C)

anthropics/skills
🌟 171.9K · 4 PR (4O/0M/0C)

msitarzewski/agency-agents
🌟 148.3K · 2 PR (0O/0M/2C)

garrytan/gstack
🌟 129.9K · 3 PR (0O/0M/3C)

farion1231/cc-switch
🌟 129.7K · 11 PR (11O/0M/0C)

ggml-org/llama.cpp
🌟 125.9K · 2 PR (0O/0M/2C)

nextlevelbuilder/ui-ux-pro-max-skill
🌟 121.6K · 3 PR (0O/2M/1C)

DietrichGebert/ponytail
🌟 113.2K · 1 PR (0O/0M/1C)

browser-use/browser-use
🌟 111.3K · 4 PR (4O/0M/0C)

google-gemini/gemini-cli
🌟 106.7K · 2 PR (0O/0M/2C)

JuliusBrussee/caveman
🌟 101.3K · 2 PR (0O/0M/2C)

TauricResearch/TradingAgents
🌟 100.8K · 2 PR (2O/0M/0C)

punkpeye/awesome-mcp-servers
🌟 92.9K · 1 PR (0O/0M/1C)

thedotmack/claude-mem
🌟 92.0K · 1 PR (0O/0M/1C)

camel-ai/camel
🌟 17.6K · 1 PR (0O/0M/1C)

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⚡ AI 工作流与体验平台
22 项目 · 52 PR
react/react
🌟 248.0K · 1 PR (0O/0M/1C)
n8n-io/n8n
🌟 202.6K · 1 PR (0O/0M/1C)
langflow-ai/langflow
🌟 153.7K · 5 PR (0O/0M/5C)
langgenius/dify
🌟 153.6K · 14 PR (0O/3M/11C)
open-webui/open-webui
🌟 150.1K · 10 PR (0O/0M/10C)
langchain-ai/langchain
🌟 145.1K · 3 PR (0O/0M/3C)
Shubhamsaboo/awesome-llm-apps
🌟 134.7K · 1 PR (0O/0M/1C)
Comfy-Org/ComfyUI
🌟 130.2K · 2 PR (0O/0M/2C)
shadcn-ui/ui
🌟 122.2K · 2 PR (0O/0M/2C)
harry0703/MoneyPrinterTurbo
🌟 117.1K · 1 PR (0O/0M/1C)
axios/axios
🌟 109.2K · 1 PR (0O/0M/1C)
supabase/supabase
🌟 108.5K · 1 PR (0O/0M/1C)
fastapi/fastapi
🌟 101.9K · 1 PR (0O/0M/1C)
ant-design/ant-design
🌟 99.2K · 1 PR (0O/1M/0C)
mui/material-ui
🌟 98.9K · 1 PR (0O/1M/0C)
storybookjs/storybook
🌟 90.9K · 1 PR (0O/0M/1C)
louislam/uptime-kuma
🌟 90.7K · 1 PR (0O/0M/1C)
Stirling-Tools/Stirling-PDF
🌟 90.6K · 1 PR (0O/0M/1C)
pallets/flask
🌟 72.1K · 1 PR (0O/0M/1C)
chartjs/Chart.js
🌟 67.7K · 1 PR (0O/0M/1C)
Comfy-Org/ComfyUI_frontend
🌟 2.0K · 1 PR (0O/0M/1C)
langgenius/graphon
🌟 77 · 1 PR (0O/0M/1C)
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🔌 数据、检索与工具接入
20 项目 · 22 PR
public-apis/public-apis
🌟 471.3K · 1 PR (0O/0M/1C)
microsoft/markitdown
🌟 176.6K · 1 PR (0O/0M/1C)
firecrawl/firecrawl
🌟 173.0K · 2 PR (0O/0M/2C)
f/prompts.chat
🌟 168.0K · 1 PR (0O/0M/1C)
x1xhlol/system-prompts-and-models-of-ai-tools
🌟 143.2K · 1 PR (0O/0M/1C)
clash-verge-rev/clash-verge-rev
🌟 140.4K · 1 PR (0O/0M/1C)
iptv-org/iptv
🌟 136.8K · 1 PR (0O/0M/1C)
excalidraw/excalidraw
🌟 130.6K · 1 PR (0O/0M/1C)
rustdesk/rustdesk
🌟 121.9K · 1 PR (0O/1M/0C)
2dust/v2rayN
🌟 114.8K · 1 PR (0O/0M/1C)
immich-app/immich
🌟 112.8K · 1 PR (0O/0M/1C)
Graphify-Labs/graphify
🌟 111.2K · 2 PR (0O/0M/2C)
fatedier/frp
🌟 109.1K · 1 PR (0O/0M/1C)
microsoft/playwright
🌟 95.2K · 1 PR (0O/0M/1C)
diegosouzapw/OmniRoute
🌟 56.5K · 1 PR (0O/1M/0C)
qdrant/qdrant
🌟 34.2K · 1 PR (0O/0M/1C)
pydantic/pydantic
🌟 28.6K · 1 PR (0O/1M/0C)
teng-lin/notebooklm-py
🌟 19.0K · 1 PR (0O/1M/0C)
googleapis/mcp-toolbox
🌟 16.3K · 1 PR (0O/0M/1C)
OpenAtomFoundation/pikiwidb
🌟 6.1K · 1 PR (0O/0M/1C)
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🧠 模型训练与机器学习系统
20 项目 · 27 PR
tensorflow/tensorflow
🌟 197.7K · 1 PR (0O/0M/1C)
AUTOMATIC1111/stable-diffusion-webui
🌟 164.7K · 2 PR (0O/0M/2C)
huggingface/transformers
🌟 164.5K · 3 PR (0O/0M/3C)
openai/whisper
🌟 108.0K · 1 PR (0O/0M/1C)
deepseek-ai/DeepSeek-V3
🌟 104.4K · 1 PR (0O/0M/1C)
rasbt/LLMs-from-scratch
🌟 103.9K · 1 PR (0O/1M/0C)
pytorch/pytorch
🌟 102.6K · 3 PR (0O/0M/3C)
karpathy/autoresearch
🌟 94.8K · 1 PR (0O/0M/1C)
opencv/opencv
🌟 90.6K · 1 PR (0O/1M/0C)
vllm-project/vllm
🌟 90.2K · 3 PR (0O/1M/2C)
hiyouga/LlamaFactory
🌟 74.4K · 1 PR (0O/0M/1C)
scikit-learn/scikit-learn
🌟 67.1K · 1 PR (0O/0M/1C)
karpathy/nanoGPT
🌟 62.5K · 1 PR (0O/0M/1C)
meta-llama/llama
🌟 59.6K · 1 PR (0O/0M/1C)
BerriAI/litellm
🌟 57.4K · 1 PR (0O/0M/1C)
facebookresearch/segment-anything
🌟 54.8K · 1 PR (0O/0M/1C)
suno-ai/bark
🌟 39.2K · 1 PR (0O/0M/1C)
huggingface/diffusers
🌟 34.4K · 1 PR (0O/0M/1C)
karpathy/micrograd
🌟 17.3K · 1 PR (0O/0M/1C)
sktime/sktime
🌟 10.0K · 1 PR (0O/1M/0C)
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🛠️ 核心开发框架与工程工具链
33 项目 · 33 PR
vuejs/vue
🌟 210.8K · 1 PR (0O/0M/1C)
microsoft/vscode
🌟 189.7K · 1 PR (0O/0M/1C)
ohmyzsh/ohmyzsh
🌟 189.4K · 1 PR (0O/0M/1C)
flutter/flutter
🌟 178.7K · 1 PR (0O/0M/1C)
github/gitignore
🌟 175.5K · 1 PR (0O/0M/1C)
twbs/bootstrap
🌟 174.7K · 1 PR (0O/0M/1C)
Genymobile/scrcpy
🌟 148.4K · 1 PR (0O/0M/1C)
vercel/next.js
🌟 142.0K · 1 PR (0O/0M/1C)
microsoft/PowerToys
🌟 138.2K · 1 PR (0O/1M/0C)
github/spec-kit
🌟 131.8K · 1 PR (0O/0M/1C)
react/react-native
🌟 126.4K · 1 PR (0O/0M/1C)
electron/electron
🌟 122.7K · 1 PR (0O/0M/1C)
nodejs/node
🌟 119.6K · 1 PR (0O/0M/1C)
rust-lang/rust
🌟 116.3K · 1 PR (0O/0M/1C)
godotengine/godot
🌟 116.2K · 1 PR (0O/0M/1C)
mrdoob/three.js
🌟 114.8K · 1 PR (0O/0M/1C)
d3/d3
🌟 113.6K · 1 PR (0O/0M/1C)
microsoft/TypeScript
🌟 110.7K · 1 PR (0O/1M/0C)
tauri-apps/tauri
🌟 110.6K · 1 PR (0O/0M/1C)
denoland/deno
🌟 108.3K · 1 PR (0O/0M/1C)
microsoft/terminal
🌟 104.7K · 1 PR (0O/1M/0C)
react/create-react-app
🌟 103.3K · 1 PR (0O/0M/1C)
neovim/neovim
🌟 102.0K · 1 PR (0O/1M/0C)
angular/angular
🌟 101.0K · 1 PR (0O/0M/1C)
gin-gonic/gin
🌟 89.1K · 1 PR (0O/0M/1C)
spring-projects/spring-boot
🌟 81.4K · 1 PR (0O/0M/1C)
nestjs/nest
🌟 76.5K · 1 PR (0O/0M/1C)
expressjs/express
🌟 69.4K · 1 PR (0O/0M/1C)
pandas-dev/pandas
🌟 49.6K · 1 PR (0O/0M/1C)
astral-sh/ruff
🌟 49.3K · 1 PR (0O/0M/1C)
psf/black
🌟 41.8K · 1 PR (0O/0M/1C)
python-poetry/poetry
🌟 34.3K · 1 PR (0O/0M/1C)
facebook/pyrefly
🌟 6.9K · 1 PR (0O/0M/1C)
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📚 工程知识与生态
39 项目 · 41 PR
codecrafters-io/build-your-own-x
🌟 543.3K · 1 PR (0O/0M/1C)
freeCodeCamp/freeCodeCamp
🌟 454.7K · 1 PR (0O/0M/1C)
EbookFoundation/free-programming-books
🌟 395.3K · 1 PR (0O/0M/1C)
donnemartin/system-design-primer
🌟 366.3K · 1 PR (0O/0M/1C)
nilbuild/developer-roadmap
🌟 365.6K · 1 PR (0O/0M/1C)
jwasham/coding-interview-university
🌟 359.8K · 1 PR (0O/0M/1C)
vinta/awesome-python
🌟 316.4K · 1 PR (0O/0M/1C)
practical-tutorials/project-based-learning
🌟 281.0K · 1 PR (0O/0M/1C)
996icu/996.ICU
🌟 276.8K · 1 PR (0O/0M/1C)
trimstray/the-book-of-secret-knowledge
🌟 240.6K · 1 PR (0O/0M/1C)
TheAlgorithms/Python
🌟 224.1K · 1 PR (0O/0M/1C)
ossu/computer-science
🌟 208.4K · 1 PR (0O/0M/1C)
trekhleb/javascript-algorithms
🌟 196.6K · 1 PR (0O/0M/1C)
CyC2018/CS-Notes
🌟 185.7K · 1 PR (0O/0M/1C)
jackfrued/Python-100-Days
🌟 185.7K · 1 PR (0O/0M/1C)
avelino/awesome-go
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521xueweihan/HelloGitHub
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microsoft/generative-ai-for-beginners
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jaywcjlove/awesome-mac
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papers-we-love/papers-we-love
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Anduin2017/HowToCook
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ryanmcdermott/clean-code-javascript
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iluwatar/java-design-patterns
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3b1b/manim
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baomidou/mybatis-plus-doc
🌟 753 · 1 PR (0O/0M/1C)

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  • 🤖 智能体运行时与编码终端 · AGENT RUNTIMES & CODING INTERFACES (23 项目 / 86 PR)

    • openclaw/openclaw 🌟 387.8K · 9 PR (0 Open / 2 Merged / 7 Closed)
      • PR #127690 CLOSED · fix(discord): require whitespace-only suffix for closing code fence lines
      • PR #127109 CLOSED · fix(node-host): duplicate skill-bin refreshes on concurrent commands (#127095)
      • PR #121494 CLOSED · fix(cli-session): preserve heartbeat context across policy gaps [AI-assisted]
      • PR #114840 CLOSED · fix(gateway): make busyStaleThresholdMs configurable in channel health policy
      • PR #114596 CLOSED · fix(gateway): respect configured tools.media.image.maxBytes for image attachments
      • PR #114449 MERGED · fix(cli-compaction): treat no_compactable_entries as a benign compaction skip (#114385)
      • PR #112478 MERGED · fix(infra): preserve large inode identity in session migrations
      • PR #111779 CLOSED · fix: keep streaming OpenAI-compatible requests admitted
      • PR #111352 CLOSED · docs: link macOS onboarding to app download
    • obra/superpowers 🌟 278.3K · 5 PR (5 Open / 0 Merged / 0 Closed)
      • PR #2210 OPEN · fix(opencode): support non-interactive run mode in bootstrap injection (#2197)
      • PR #2209 OPEN · docs(verification): add instrument-failure classes table (#2186)
      • PR #2208 OPEN · fix(worktree): guard against silent deletion of surviving SDD workspace (#2207)
      • PR #2206 OPEN · docs(dispatching-parallel-agents): specify terminal agent role and deliverable validation (#2202)
      • PR #2201 OPEN · docs(using-superpowers): add Gemini CLI to platform adaptation reference list
    • affaan-m/ECC 🌟 243.6K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #2836 CLOSED · fix(skills): support symlinked directories in skill and rule scan scripts
      • PR #2833 CLOSED · docs(rules): add naming conventions to TypeScript/JavaScript coding style
    • NousResearch/hermes-agent 🌟 237.1K · 19 PR (15 Open / 0 Merged / 4 Closed)
      • PR #96226 OPEN · fix(providers/zai): map GLM-5.3 medium effort to high for bigmodel.cn compatibility (#96222)
      • PR #96210 OPEN · fix(kanban): infer MIME content_type for worker completion artifacts (#96209)
      • PR #96131 OPEN · feat(homeassistant): make service-call timeouts configurable (#96121)
      • PR #96102 OPEN · fix(auxiliary): trigger provider fallback on exhausted 5xx/408 errors (#96073)
      • PR #96083 OPEN · fix(cli): guard prompt_toolkit imports defensively in cli.py (#96075)
      • PR #96077 OPEN · fix(cli): accept bare preview and dry-run keywords in /compress (#96074)
      • PR #96044 OPEN · fix(mcp): correct _stdio_children_dead logic and prevent coroutine leak (#96016, #96030)
      • PR #96031 OPEN · fix(matrix): do not pin /sethome to synthetic per-message thread (#96021)
      • PR #95691 OPEN · fix(discord): specify public_thread when creating direct handoff thread (#95670)
      • PR #95645 OPEN · fix(skills): ignore directory links in SKILL.md referenced support paths (#95637)
      • PR #95604 OPEN · fix(slack): set expand=True on section blocks to prevent collapsing in threads (#95565)
      • PR #91407 CLOSED · fix(desktop): strip routing @mention token before remote DM delivery (#91397)
      • PR #91376 OPEN · fix(stream): do not misclassify stream with final usage chunk as mid-stream drop — closes #91373
      • PR #91367 CLOSED · fix(update): check and apply config migrations on current checkout / retry paths — closes #91360
      • PR #89605 OPEN · fix(plugins): add isatty guard to _resolve_tool_override_grant — closes #89600
      • PR #82992 OPEN · fix(desktop): show approvals for protected file writes
      • PR #82114 OPEN · fix(gateway): honor approval scope capabilities
      • PR #73059 CLOSED · fix(agent): log warning when client abort shuts down 0 active sockets (#72975)
      • PR #71997 CLOSED · fix(gateway): release rejected native clarifies before steering
    • multica-ai/andrej-karpathy-skills 🌟 207.9K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #199 CLOSED · docs: update curl raw URLs to multica-ai organization repository
    • anomalyco/opencode 🌟 201.8K · 6 PR (0 Open / 0 Merged / 6 Closed)
      • PR #44871 CLOSED · docs(readme): add explicit bun and pnpm global install commands
      • PR #39298 CLOSED · fix(core): bound ripgrep search execution with default wall-clock deadline (#39208)
      • PR #39225 CLOSED · fix(core): bound ripgrep search execution with default wall-clock deadline (#39208)
      • PR #38763 CLOSED · fix(core): preserve reasoning metadata on errored assistant turns
      • PR #38711 CLOSED · fix(core): preserve reasoning metadata on errored assistant turns
      • PR #37726 CLOSED · fix(cli): package parcel watcher binding
    • ultraworkers/claw-code 🌟 195.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #3294 CLOSED · ci: pin third-party GitHub Actions to immutable commit SHAs
    • Significant-Gravitas/AutoGPT 🌟 186.9K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #14109 CLOSED · fix(copilot): record parent session provenance for sub-sessions
      • PR #14108 CLOSED · feat(compose): make redis cluster image selectable via REDIS_IMAGE (#14012)
    • ollama/ollama 🌟 179.5K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #17920 CLOSED · envconfig: support OLLAMA_NUM_THREAD for operator thread count configuration
      • PR #17917 CLOSED · anthropic: preserve xhigh reasoning effort in FromMessagesRequest (#17906)
    • anthropics/skills 🌟 171.9K · 4 PR (4 Open / 0 Merged / 0 Closed)
      • PR #1678 OPEN · fix(skill-creator): sanitize skill_name in run_eval.py against path traversal (#1631)
      • PR #1677 OPEN · fix(mcp-builder): support streamable_http_client in MCP SDK 2.x (#1668)
      • PR #1676 OPEN · fix(mcp-builder): specify utf-8 encoding when writing evaluation report (#1669)
      • PR #1670 OPEN · fix(claude-api): shorten description to conform to 1024 char limit
    • msitarzewski/agency-agents 🌟 148.3K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #801 CLOSED · docs(engineering): add Core Mission section to Senior Developer agent prompt
      • PR #797 CLOSED · fix(agents): remove non-standard tools key from agent frontmatters (#796)
    • garrytan/gstack 🌟 129.9K · 3 PR (0 Open / 0 Merged / 3 Closed)
      • PR #2697 CLOSED · fix(scripts): expand SKIP set in discover-skills to exclude host and utility directories
      • PR #2680 CLOSED · fix(discover-skills): ignore external wrapper host claude dir in root template discovery
      • PR #2675 CLOSED · fix(codex): close unclosed bash code fence in consult resume block (#2671)
    • farion1231/cc-switch 🌟 129.7K · 11 PR (11 Open / 0 Merged / 0 Closed)
      • PR #6894 OPEN · fix(proxy): emit takeover ANTHROPIC_MODEL when configured in provider settings (#6889)
      • PR #6892 OPEN · fix(proxy): support RFC 7396 null field deletion in local proxy request overrides (#6890)
      • PR #6891 OPEN · fix(codex): preserve unmanaged custom tables and sections on live config write (#6875)
      • PR #6881 OPEN · fix(providers): do not auto-persist extracted common config snippet (#6879)
      • PR #6874 OPEN · fix(codex): preserve non-managed model_providers sections in config writer (#6860)
      • PR #6872 OPEN · fix(claude): preserve non-managed fields like enabledPlugins on switch (#6871)
      • PR #6869 OPEN · fix(proxy): sanitize schema $ref sibling keywords in codex chat conversion (#6867)
      • PR #6864 OPEN · fix(session): update claude session project_dir when cwd changes via /cd (#6862)
      • PR #6824 OPEN · fix(utils): strip BOM character in formatJSON and parseSmartMcpJson
      • PR #6765 OPEN · fix(i18n): use kanji 億 for Japanese token count formatting
      • PR #6722 OPEN · fix(hermes): apply new provider base_url in apply_switch_defaults (#6717)
    • ggml-org/llama.cpp 🌟 125.9K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #27651 CLOSED · gguf-py: prevent empty string when rounding zero in model_weight_count_rounded_notation
      • PR #27522 CLOSED · server: observe resumable stream cancellation during first result wait (#27481)
    • nextlevelbuilder/ui-ux-pro-max-skill 🌟 121.6K · 3 PR (0 Open / 2 Merged / 1 Closed)
      • PR #464 MERGED · fix(cli): detect .claude-plugin directory for Claude Code in detectAIType
      • PR #456 MERGED · docs: add openclaw to AI assistant CLI initialization list in README
      • PR #453 CLOSED · feat(design-system): add --rtl flag for right-to-left UI/UX guidance (#409)
    • DietrichGebert/ponytail 🌟 113.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #749 CLOSED · fix(skill): clarify full read rule for large docs and data files (#745)
    • browser-use/browser-use 🌟 111.3K · 4 PR (4 Open / 0 Merged / 0 Closed)
      • PR #5559 OPEN · fix(filesystem): rollback in-memory file state on disk write failure (#5527)
      • PR #5549 OPEN · fix(security): eliminate permission race condition on cloud_auth.json and device_id creation
      • PR #5535 OPEN · fix(browser): preserve CHROME_DEFAULT_ARGS ordering when ignore_default_args is set (#5397)
      • PR #5508 OPEN · fix(browser): catch corrupt EOCD seek errors during CRX extraction
    • google-gemini/gemini-cli 🌟 106.7K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #29006 CLOSED · fix(core): strip quotes and handle block scalars in simple frontmatter parser
      • PR #28546 CLOSED · fix(core): strip Authorization header when using GEMINI_API_KEY auth (#28538)
    • JuliusBrussee/caveman 🌟 101.3K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #913 CLOSED · fix(compress): recognize Containerfile, Earthfile, Fastfile, and Podfile as code filenames
      • PR #905 CLOSED · docs(gemini): add caveman-help and caveman-stats skill references
    • TauricResearch/TradingAgents 🌟 100.8K · 2 PR (2 Open / 0 Merged / 0 Closed)
      • PR #1264 OPEN · fix(memory): add point-in-time trade_date guard to prevent lookahead (#1251)
      • PR #1259 OPEN · feat(config): expose news parameters in _ENV_OVERRIDES
    • punkpeye/awesome-mcp-servers 🌟 92.9K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #12921 CLOSED · docs: add Persian (fa-ir) language badge to README headers 🤖🤖🤖
    • thedotmack/claude-mem 🌟 92.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #3743 CLOSED · docs: sync version badge in README with package.json (v13.16.0)
    • camel-ai/camel 🌟 17.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4281 CLOSED · fix(toolkits): remove unsafe retry on send_message in WhatsAppToolkit
  • ⚡ AI 工作流与体验平台 · AI WORKFLOW & EXPERIENCE PLATFORMS (22 项目 / 52 PR)

    • react/react 🌟 248.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #37354 CLOSED · fix(ReactLazy): safely check default property on moduleObject
    • n8n-io/n8n 🌟 202.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #36857 CLOSED · fix(Snowflake Node): Route query errors when continueOnFail is enabled
    • langflow-ai/langflow 🌟 153.7K · 5 PR (0 Open / 0 Merged / 5 Closed)
      • PR #14733 CLOSED · fix(agentic): handle float infinity in replace_none_and_null_with_empty_str
      • PR #14690 CLOSED · refactor(auth): drop unmaintained passlib and unpin bcrypt (#14685)
      • PR #14177 CLOSED · fix(mcp): reap cancelled session transports
      • PR #14153 CLOSED · fix: preserve secret values for connected components
      • PR #14144 CLOSED · fix(lfx): isolate component tool message suppression
    • langgenius/dify 🌟 153.6K · 14 PR (0 Open / 3 Merged / 11 Closed)
      • PR #41322 CLOSED · fix(dataset): preserve existing answer when omitted during QA segment update (#41315)
      • PR #41317 CLOSED · fix(mcp): support querying provider by server_identifier when provider_id is not a UUID (#41305)
      • PR #41235 MERGED · fix(api): enforce APP_EDIT RBAC permission on MCP server refresh endpoint
      • PR #41172 CLOSED · chore(governance): add @loulanyue as co-maintainer for vector db and workflow nodes in CODEOWNERS
      • PR #41116 CLOSED · fix(mcp): preserve request_id when id is 0 in create_mcp_error_response
      • PR #40933 CLOSED · fix(web): widen browserslist iOS floor from 16.4 to 15 to restore -webkit-mask-* prefixes
      • PR #40908 CLOSED · fix(structured-output): fall back to prompt injection when native handler does not set response_format
      • PR #40412 CLOSED · fix(knowledge): stop treating HTTP 404 as invalid endpoint in external API validation
      • PR #40410 CLOSED · fix(auth): resolve relative OAuth redirect_url against CONSOLE_WEB_URL
      • PR #40407 CLOSED · fix(dify-agent): filter blank SystemPromptParts and use name fallback for empty tool descriptions
      • PR #40405 CLOSED · fix(web): use SERVER_CONSOLE_API_URL for system-features in auth-group layouts
      • PR #40400 MERGED · fix(vdb): add document_id keyword mapping and fix VectorType in elasticsearch-ja adapter
      • PR #39754 MERGED · fix(workflow): provide default values for AgentNodeData fields (#39743)
      • PR #39636 CLOSED · fix(app): respect WORKFLOW_MAX_EXECUTION_TIME in workflow queue managers
    • open-webui/open-webui 🌟 150.1K · 10 PR (0 Open / 0 Merged / 10 Closed)
      • PR #28914 CLOSED · fix(webhook): recognize modern Teams Power Automate and PowerPlatform workflow URLs
      • PR #28888 CLOSED · fix(retrieval): ignore in-flight route errors and unroute on Playwright loader teardown (#28869)
      • PR #28712 CLOSED · fix(retrieval): prevent BM25 full-collection OOM when native hybrid search fails
      • PR #28569 CLOSED · fix(playground): prefix generated image URLs with WEBUI_BASE_URL
      • PR #28218 CLOSED · fix: avoid duplicate base model removal
      • PR #27990 CLOSED · fix(oauth): normalize OAuth sub claim to str to prevent PostgreSQL type mismatch
      • PR #27989 CLOSED · fix: normalize OAuth sub claim to str to prevent PostgreSQL type mismatch
      • PR #27727 CLOSED · fix: keep calendar search end within bigint range
      • PR #27585 CLOSED · fix(retrieval): JSON-serialize complex & boolean params in DoclingLoader
      • PR #27584 CLOSED · fix(retrieval): JSON-serialize complex & boolean params in DoclingLoader
    • langchain-ai/langchain 🌟 145.1K · 3 PR (0 Open / 0 Merged / 3 Closed)
      • PR #39837 CLOSED · core: await prompt.aformat for DictPromptTemplate in async multimodal formatting
      • PR #39836 CLOSED · fix(core): await aformat on DictPromptTemplate in multimodal chat prompt (#39835)
      • PR #39215 CLOSED · fix(core): allow unsized iterables (generators) in ContextThreadPoolExecutor.map
    • Shubhamsaboo/awesome-llm-apps 🌟 134.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #1112 CLOSED · fix(financial-coach): use raw regex strings and normalize gallery link in README
    • Comfy-Org/ComfyUI 🌟 130.2K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #15795 CLOSED · fix(comfy_api): robust PyAV ColorPrimaries, ColorRange, and ColorTrc imports
      • PR #15794 CLOSED · fix(api): provide fallback for PyAV color enums in comfy_api (#15784)
    • shadcn-ui/ui 🌟 122.2K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #11593 CLOSED · fix(ui): expose aria-expanded on SidebarTrigger
      • PR #11580 CLOSED · fix(registry): fix message-scroller scrollbar strobing during autoscroll on classic scrollbar platforms (#11576)
    • harry0703/MoneyPrinterTurbo 🌟 117.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #1261 CLOSED · fix(webui): decouple upload_post_enabled and auto_upload checkboxes (#1258)
    • axios/axios 🌟 109.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #11167 CLOSED · fix(parseHeaders): use null-prototype object to prevent Object prototype collisions
    • supabase/supabase 🌟 108.5K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #49508 CLOSED · docs(auth): fix hashedNonce scope in Google auth nonce example (#49406)
    • fastapi/fastapi 🌟 101.9K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #16237 CLOSED · refactor(encoders): include PurePath in ENCODERS_BY_TYPE mapping
    • ant-design/ant-design 🌟 99.2K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #59096 MERGED · docs: update npm and social links to canonical urls in READMEs
    • mui/material-ui 🌟 98.9K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #49040 MERGED · [docs] Use relative link for LICENSE in README
    • storybookjs/storybook 🌟 90.9K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #36046 CLOSED · docs: use relative link for LICENSE in README
    • louislam/uptime-kuma 🌟 90.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #7775 CLOSED · docs: use relative links for internal directories and section anchor in README
    • Stirling-Tools/Stirling-PDF 🌟 90.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #7683 CLOSED · docs: use relative path for logo image in README
    • pallets/flask 🌟 72.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
    • chartjs/Chart.js 🌟 67.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #12290 CLOSED · docs: improve logo alt text in README
    • Comfy-Org/ComfyUI_frontend 🌟 2.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #13776 CLOSED · fix: avoid large option lists in node previews
    • langgenius/graphon 🌟 77 · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #258 CLOSED · fix(response-stream): treat GraphEdgeSkippedEvent as cleared for paths_map (dify#40865)
  • 🔌 数据、检索与工具接入 · DATA, RETRIEVAL & TOOL CONNECTIVITY (20 项目 / 22 PR)

    • public-apis/public-apis 🌟 471.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #7027 CLOSED · Add Ollama API to Machine Learning category
    • microsoft/markitdown 🌟 176.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #2330 CLOSED · feat(cli): support MARKITDOWN_CU_ENDPOINT and MARKITDOWN_DOCINTEL_ENDPOINT env vars
    • firecrawl/firecrawl 🌟 173.0K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #4399 CLOSED · fix(python-sdk): resolve package version from parent init in v1 client
      • PR #4061 CLOSED · docs: document FoundationDB client prerequisite
    • f/prompts.chat 🌟 168.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #1245 CLOSED · fix(kids): align MagicWords sentence blanks order in zh and ja level 2-1 (#1231)
    • x1xhlol/system-prompts-and-models-of-ai-tools 🌟 143.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #494 CLOSED · docs(readme): add structured directory index of AI tools and system prompts
    • clash-verge-rev/clash-verge-rev 🌟 140.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #7814 CLOSED · fix(config): quote date-like strings in runtime config yaml emitter (#7809)
    • iptv-org/iptv 🌟 136.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #49544 CLOSED · docs(contributing): fix broken relative link to xtreme-codes.md
    • excalidraw/excalidraw 🌟 130.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #11956 CLOSED · docs(readme): add pnpm and bun install commands to quick start
    • rustdesk/rustdesk 🌟 121.9K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #15964 MERGED · docs(readme): fix broken Screenshots section anchor link
    • 2dust/v2rayN 🌟 114.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #10030 CLOSED · docs(readme): improve tip punctuation and phrasing
    • immich-app/immich 🌟 112.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #30983 CLOSED · docs(docker-compose): fix grammar in health check start interval note
    • Graphify-Labs/graphify 🌟 111.2K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #3038 CLOSED · fix(wiki): disambiguate duplicate god node and community slugs in index (#3033)
      • PR #2995 CLOSED · fix(validate): report missing source/target nodes when nodes list is empty
    • fatedier/frp 🌟 109.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #5509 CLOSED · docs(readme): add official documentation links to README.md
    • microsoft/playwright 🌟 95.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #42416 CLOSED · docs: use relative links for internal packages and configs in CONTRIBUTING.md
    • diegosouzapw/OmniRoute 🌟 56.5K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #7540 MERGED · fix(sse): preserve custom tool output images
    • qdrant/qdrant 🌟 34.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #10061 CLOSED · fix: add maximum: 65536 to VectorParams.size OpenAPI schema
    • pydantic/pydantic 🌟 28.6K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #13698 MERGED · Fix typo in documentation
    • teng-lin/notebooklm-py 🌟 19.0K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #1974 MERGED · fix(chat): classify empty conversations as fresh
    • googleapis/mcp-toolbox 🌟 16.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #3650 CLOSED · fix(config): reject duplicate flat primitive names
    • OpenAtomFoundation/pikiwidb 🌟 6.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #3289 CLOSED · fix(cache): fix unsigned loop underflow and avoid excess allocations in ZPopMax/ZPopMin (#3269)
  • 🧠 模型训练与机器学习系统 · MODEL TRAINING & ML SYSTEMS (20 项目 / 27 PR)

    • tensorflow/tensorflow 🌟 197.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #125964 CLOSED · fix(python): raise informative TypeError for unsupported dtypes in tf.range
    • AUTOMATIC1111/stable-diffusion-webui 🌟 164.7K · 2 PR (0 Open / 0 Merged / 2 Closed)
      • PR #17474 CLOSED · fix(launch): robust fallback in git_fix_workspace and format checkout error
      • PR #17473 CLOSED · fix(api): mask sensitive gradio_auth and api_auth flags in /sdapi/v1/cmd-flags (#17411)
    • huggingface/transformers 🌟 164.5K · 3 PR (0 Open / 0 Merged / 3 Closed)
      • PR #48203 CLOSED · fix(glm): validate num_attention_heads is divisible by num_key_value_heads in GlmConfig
      • PR #48179 CLOSED · fix(processing): convert tensor to numpy array before np.cumsum in processors (#48177)
      • PR #47763 CLOSED · Fix HuBERT positional conv embedding padding sensitivity when conv_pos_batch_norm=True (#47739)
    • openai/whisper 🌟 108.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #2833 CLOSED · fix(audio): normalize negative axis in pad_or_trim
    • deepseek-ai/DeepSeek-V3 🌟 104.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #1597 CLOSED · fix(inference): preserve index metadata when converting fp8 to bf16
    • rasbt/LLMs-from-scratch 🌟 103.9K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #1071 MERGED · fix(gpt_generate): safely evaluate eos_id check on tensor
    • pytorch/pytorch 🌟 102.6K · 3 PR (0 Open / 0 Merged / 3 Closed)
      • PR #194684 CLOSED · docs(nn.functional): fix grouped_mm docstring for supported dtypes, bias, and out_dtype (#191652)
      • PR #192023 CLOSED · [Inductor] Fix KeyError: 'complex64' by adding complex dtypes to _type_of
      • PR #191904 CLOSED · [AOTI] Fix CPU ISA capability check in _load_aoti to recognize safe supersets (#191713)
    • karpathy/autoresearch 🌟 94.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #639 CLOSED · docs(readme): clean redundant blank line in quick start snippet
    • opencv/opencv 🌟 90.6K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #29802 MERGED · docs: use secure HTTPS URLs for community links in README
    • vllm-project/vllm 🌟 90.2K · 3 PR (0 Open / 1 Merged / 2 Closed)
      • PR #53551 CLOSED · fix(entrypoints): raise descriptive error when no models available in CLI
      • PR #53245 CLOSED · [Bugfix] Validate Mamba-1 ssm_state_dtype compatibility with model_dtype (#53239)
      • PR #50704 MERGED · [Bugfix][Models] Accept Qwen3_5MoeTextConfig in Qwen3_5MoeProcessingInfo for transformers 5.x compatibility
    • hiyouga/LlamaFactory 🌟 74.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #10660 CLOSED · Fix packed position IDs in multimodal collator
    • scikit-learn/scikit-learn 🌟 67.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #34794 CLOSED · FIX DictionaryLearning with split_sign=True respects feature count, dtype and fit_transform
    • karpathy/nanoGPT 🌟 62.5K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #753 CLOSED · fix(model): handle temperature=0.0 in GPT.generate with greedy argmax decoding
    • meta-llama/llama 🌟 59.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #1464 CLOSED · fix(generation): handle empty prompt_tokens gracefully in Llama.generate
    • BerriAI/litellm 🌟 57.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #35556 CLOSED · fix(proxy): support async call_types in pre_call_hook string responses and preserve raw message
    • facebookresearch/segment-anything 🌟 54.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #865 CLOSED · fix(scripts): change --crop-overlap-ratio CLI argument type from int to float
    • suno-ai/bark 🌟 39.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #674 CLOSED · fix(generation): support PyTorch 2.4+ weights_only default in _load_model
    • huggingface/diffusers 🌟 34.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #14562 CLOSED · Fix LCM LoRA SDXL distillation state dict loading and saving
    • karpathy/micrograd 🌟 17.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #128 CLOSED · feat(nn): normalize scalar inputs in Neuron.call and add unit tests
    • sktime/sktime 🌟 10.0K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #10558 MERGED · [BUG] FlowState predict_proba uses HistogramQPD
  • 🛠️ 核心开发框架与工程工具链 · ENGINEERING FRAMEWORKS & TOOLCHAINS (33 项目 / 33 PR)

    • vuejs/vue 🌟 210.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #13385 CLOSED · docs(readme): fix grammar and extra space in sponsor link
    • microsoft/vscode 🌟 189.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #332702 CLOSED · docs: use relative link for LICENSE.txt in README
    • ohmyzsh/ohmyzsh 🌟 189.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #14022 CLOSED · fix(aws): redirect asr error to stderr and reset terminal color (#13949)
    • flutter/flutter 🌟 178.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #191655 CLOSED · docs(readme): use relative link for Contributing to Flutter in Documentation section
    • github/gitignore 🌟 175.5K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4899 CLOSED · Add .pyright/ to Python.gitignore
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      • PR #42869 CLOSED · docs(accessibility): add interactive modal accessibility diagnostic exercise (#42851)
    • Genymobile/scrcpy 🌟 148.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #6997 CLOSED · docs: fix relative links to README.md in doc pages
    • vercel/next.js 🌟 142.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #97845 CLOSED · docs(readme): use standard relative paths for license, code of conduct, and contributing guidelines
    • microsoft/PowerToys 🌟 138.2K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #50102 MERGED · docs(devdocs): update docs.microsoft.com to learn.microsoft.com
    • github/spec-kit 🌟 131.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4294 CLOSED · fix(toml): add standard \b and \f escape sequences to escape_toml_basic
    • react/react-native 🌟 126.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #58130 CLOSED · docs(readme): use relative links for LICENSE and SUPPORT.md
    • electron/electron 🌟 122.7K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #53169 CLOSED · docs: use relative links for CODE_OF_CONDUCT.md and LICENSE in README.md
    • nodejs/node 🌟 119.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #65530 CLOSED · doc: fix grammatical typo in maintaining-dependencies.md
    • rust-lang/rust 🌟 116.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #161725 CLOSED · docs(readme): align Getting Started link reference casing
    • godotengine/godot 🌟 116.2K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #122794 CLOSED · doc: Fix time unit for RenderingDevice.get_captured_timestamp_gpu_time (#122366)
    • mrdoob/three.js 🌟 114.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #34366 CLOSED · docs(readme): add installation section with npm, yarn, pnpm, and bun
    • d3/d3 🌟 113.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4134 CLOSED · docs(readme): add installation section with npm, yarn, pnpm, and bun
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      • PR #63994 MERGED · docs(readme): update blog link to devblogs and use relative CONTRIBUTING.md links
    • tauri-apps/tauri 🌟 110.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #15916 CLOSED · docs(readme): add yarn, pnpm, bun, and cargo commands for create-tauri-app
    • denoland/deno 🌟 108.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #36686 CLOSED · docs(readme): add Cargo installation command
    • microsoft/terminal 🌟 104.7K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #20583 MERGED · docs(readme): update docs.microsoft.com links to learn.microsoft.com
    • react/create-react-app 🌟 103.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #17279 CLOSED · docs(readme): update nvm repository URL to nvm-sh/nvm
    • neovim/neovim 🌟 102.0K · 1 PR (0 Open / 1 Merged / 0 Closed)
      • PR #41477 MERGED · fix(health): powershell "echo" fails without an arg
    • angular/angular 🌟 101.0K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #70375 CLOSED · docs(router): clarify onSameUrlNavigation relationship with runGuardsAndResolvers (#70367)
    • gin-gonic/gin 🌟 89.1K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4815 CLOSED · docs: use relative link for BENCHMARKS.md in README
    • spring-projects/spring-boot 🌟 81.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #51462 CLOSED · docs: use relative link for LICENSE.txt in README.adoc
    • nestjs/nest 🌟 76.5K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #17576 CLOSED · docs: use relative links for LICENSE and CONTRIBUTING in Readme
    • expressjs/express 🌟 69.4K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #7432 CLOSED · docs: fix spacing in emeritus list and update npm link in Readme
    • pandas-dev/pandas 🌟 49.6K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #66917 CLOSED · TYP: broaden rollforward, rollback, and is_on_offset type hints to accept datetime.date
    • astral-sh/ruff 🌟 49.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #27972 CLOSED · fix(rules): recognize standard library underscore-prefixed public members in PLC2701 and SLF001
    • psf/black 🌟 41.8K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #5338 CLOSED · fix(comments): treat # pyright:, # ruff:, and # cython: as pragmas in contains_pragma_comment
    • python-poetry/poetry 🌟 34.3K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #10983 CLOSED · tests: deduplicate environment check output helper
    • facebook/pyrefly 🌟 6.9K · 1 PR (0 Open / 0 Merged / 1 Closed)
      • PR #4175 CLOSED · Fix suppressions after nested multiline f-strings
  • 📚 工程知识与生态 · ENGINEERING KNOWLEDGE & ECOSYSTEMS (39 项目 / 41 PR)



04 / ARCHITECTURE PILLARS & COLLABORATION · 架构支柱与合作主张

01  AGENTIC RUNTIMES & MCP     02  HIGH-PERFORMANCE BACKEND     03  AI EVALUATION & RLHF
    模型上下文协议 / 确定性工具执行       高并发异步系统 / 容器资源配额防御         LLM-as-a-Judge / 规则对齐评测

Java Python TypeScript Rust Shell Docker GitHub Actions

🤝 Open for Collaboration / Consulting (企业合作与技术顾问)

  • 企业级 AI Agent 架构与落地:多智能体协作流、MCP Server 插件体系研发、Dify / FastGPT 生产级私有化定制;
  • 后端高并发与系统稳定性治理:Java / Go / Python 性能调优、容器资源隔离配额防御、权限与供应链安全审计;
  • 大模型评测与对齐基准建设:专家级代码生成评测、逻辑严谨性打分与自动化 Judge 规则设计(支持杭州本地及远程合作)。

📬 欢迎在 GitHub 提交 Issue 或通过项目仓库开展技术探讨与合作。

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数据每日自动更新 · Updated 2026-08-27 UTC via automated telemetry.

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