沉淀可复用的工程协议、多智能体控制面、能力层与系统知识架构,按实时星标倒序排列,支持左右滑动浏览。
项目与实时星标 / System & Stars 🌟 |
核心定位与工程说明 / Focus & Architecture |
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dream-xi-ai 🌟 435 TEAM |
面向复杂交付的多智能体控制面,统一规划、执行、验证与风险治理。 |
spec-kit-zh 🌟 337 SPEC |
把规格、上下文与智能体协作编排为可复用的开放工程协议。 |
interview-notes 🌟 306 KNOW |
将后端知识重构为面向判断、设计与演进的工程决策系统。 |
awesome-claude-notes 🌟 267 DIST |
沉淀可移植的智能体能力层,跨工具复用角色、技能与工作流。 |
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 🌟 387.5K |
PR #127690 OPEN |
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 🌟 247.9K |
PR #37354 OPEN |
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 🌟 243.0K |
PR #2836 OPEN |
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 🌟 236.1K |
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 🌟 202.4K |
PR #36857 OPEN |
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 🌟 201.2K |
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 🌟 197.6K |
PR #125964 OPEN |
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 OPEN |
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 OPEN |
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 🌟 179.4K |
PR #17920 OPEN |
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 🌟 176.1K |
PR #2330 OPEN |
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 🌟 172.0K |
PR #4399 OPEN |
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 🌟 164.6K |
PR #17474 OPEN |
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 🌟 164.4K |
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 🌟 153.6K |
PR #14733 OPEN |
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 🌟 153.4K |
PR #41172 OPEN |
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 🌟 149.8K |
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 🌟 144.9K |
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 🌟 131.2K |
PR #4294 OPEN |
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 🌟 125.5K |
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。 |
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 127 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 19 项目 · 49 PR |
openclaw/openclaw🌟 387.5K · 9 PR (3O/2M/4C) |
obra/superpowers🌟 277.3K · 1 PR (1O/0M/0C) |
affaan-m/ECC🌟 243.0K · 2 PR (2O/0M/0C) |
NousResearch/hermes-agent🌟 236.1K · 8 PR (5O/0M/3C) |
multica-ai/andrej-karpathy-skills🌟 206.8K · 1 PR (1O/0M/0C) |
anomalyco/opencode🌟 201.2K · 6 PR (0O/0M/6C) |
ultraworkers/claw-code🌟 195.1K · 1 PR (1O/0M/0C) |
Significant-Gravitas/AutoGPT🌟 186.9K · 2 PR (2O/0M/0C) |
ollama/ollama🌟 179.4K · 2 PR (2O/0M/0C) |
msitarzewski/agency-agents🌟 147.9K · 2 PR (2O/0M/0C) |
garrytan/gstack🌟 129.5K · 2 PR (2O/0M/0C) |
farion1231/cc-switch🌟 129.3K · 2 PR (2O/0M/0C) |
ggml-org/llama.cpp🌟 125.5K · 2 PR (1O/0M/1C) |
nextlevelbuilder/ui-ux-pro-max-skill🌟 120.7K · 2 PR (1O/1M/0C) |
browser-use/browser-use🌟 110.4K · 2 PR (2O/0M/0C) |
DietrichGebert/ponytail🌟 110.1K · 1 PR (1O/0M/0C) |
google-gemini/gemini-cli🌟 106.7K · 2 PR (1O/0M/1C) |
JuliusBrussee/caveman🌟 100.8K · 1 PR (1O/0M/0C) |
camel-ai/camel🌟 17.6K · 1 PR (1O/0M/0C) |
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⚡ AI 工作流与体验平台16 项目 · 44 PR |
react/react🌟 247.9K · 1 PR (1O/0M/0C) |
n8n-io/n8n🌟 202.4K · 1 PR (1O/0M/0C) |
langflow-ai/langflow🌟 153.6K · 5 PR (4O/0M/1C) |
langgenius/dify🌟 153.4K · 12 PR (5O/3M/4C) |
open-webui/open-webui🌟 149.8K · 10 PR (0O/0M/10C) |
langchain-ai/langchain🌟 144.9K · 3 PR (0O/0M/3C) |
Shubhamsaboo/awesome-llm-apps🌟 134.0K · 1 PR (1O/0M/0C) |
Comfy-Org/ComfyUI🌟 129.8K · 2 PR (2O/0M/0C) |
shadcn-ui/ui🌟 122.0K · 2 PR (2O/0M/0C) |
harry0703/MoneyPrinterTurbo🌟 116.2K · 1 PR (0O/0M/1C) |
axios/axios🌟 109.2K · 1 PR (1O/0M/0C) |
supabase/supabase🌟 108.4K · 1 PR (1O/0M/0C) |
fastapi/fastapi🌟 101.8K · 1 PR (0O/0M/1C) |
pallets/flask🌟 72.1K · 1 PR (0O/0M/1C) |
Comfy-Org/ComfyUI_frontend🌟 2.0K · 1 PR (1O/0M/0C) |
langgenius/graphon🌟 76 · 1 PR (1O/0M/0C) |
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🔌 数据、检索与工具接入18 项目 · 20 PR |
public-apis/public-apis🌟 470.1K · 1 PR (1O/0M/0C) |
microsoft/markitdown🌟 176.1K · 1 PR (1O/0M/0C) |
firecrawl/firecrawl🌟 172.0K · 2 PR (2O/0M/0C) |
f/prompts.chat🌟 167.9K · 1 PR (1O/0M/0C) |
x1xhlol/system-prompts-and-models-of-ai-tools🌟 143.1K · 1 PR (1O/0M/0C) |
clash-verge-rev/clash-verge-rev🌟 140.0K · 1 PR (1O/0M/0C) |
excalidraw/excalidraw🌟 130.4K · 1 PR (1O/0M/0C) |
rustdesk/rustdesk🌟 121.8K · 1 PR (0O/1M/0C) |
2dust/v2rayN🌟 114.6K · 1 PR (1O/0M/0C) |
immich-app/immich🌟 112.6K · 1 PR (0O/0M/1C) |
Graphify-Labs/graphify🌟 110.2K · 2 PR (2O/0M/0C) |
fatedier/frp🌟 109.0K · 1 PR (1O/0M/0C) |
diegosouzapw/OmniRoute🌟 54.7K · 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🌟 18.9K · 1 PR (0O/1M/0C) |
googleapis/mcp-toolbox🌟 16.3K · 1 PR (0O/0M/1C) |
OpenAtomFoundation/pikiwidb🌟 6.1K · 1 PR (1O/0M/0C) |
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🧠 模型训练与机器学习系统18 项目 · 25 PR |
tensorflow/tensorflow🌟 197.6K · 1 PR (1O/0M/0C) |
AUTOMATIC1111/stable-diffusion-webui🌟 164.6K · 2 PR (2O/0M/0C) |
huggingface/transformers🌟 164.4K · 3 PR (1O/0M/2C) |
openai/whisper🌟 107.9K · 1 PR (1O/0M/0C) |
deepseek-ai/DeepSeek-V3🌟 104.4K · 1 PR (1O/0M/0C) |
rasbt/LLMs-from-scratch🌟 103.7K · 1 PR (0O/1M/0C) |
pytorch/pytorch🌟 102.6K · 3 PR (2O/0M/1C) |
vllm-project/vllm🌟 90.0K · 3 PR (2O/1M/0C) |
hiyouga/LlamaFactory🌟 74.3K · 1 PR (1O/0M/0C) |
scikit-learn/scikit-learn🌟 67.1K · 1 PR (0O/0M/1C) |
karpathy/nanoGPT🌟 62.5K · 1 PR (1O/0M/0C) |
meta-llama/llama🌟 59.6K · 1 PR (1O/0M/0C) |
BerriAI/litellm🌟 57.2K · 1 PR (1O/0M/0C) |
facebookresearch/segment-anything🌟 54.8K · 1 PR (1O/0M/0C) |
suno-ai/bark🌟 39.2K · 1 PR (1O/0M/0C) |
huggingface/diffusers🌟 34.4K · 1 PR (1O/0M/0C) |
karpathy/micrograd🌟 17.3K · 1 PR (1O/0M/0C) |
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26 项目 · 26 PR |
vuejs/vue🌟 210.7K · 1 PR (1O/0M/0C) |
flutter/flutter🌟 178.6K · 1 PR (1O/0M/0C) |
github/gitignore🌟 175.4K · 1 PR (1O/0M/0C) |
twbs/bootstrap🌟 174.6K · 1 PR (1O/0M/0C) |
Genymobile/scrcpy🌟 148.2K · 1 PR (1O/0M/0C) |
vercel/next.js🌟 141.9K · 1 PR (1O/0M/0C) |
microsoft/PowerToys🌟 138.1K · 1 PR (1O/0M/0C) |
github/spec-kit🌟 131.2K · 1 PR (1O/0M/0C) |
react/react-native🌟 126.4K · 1 PR (1O/0M/0C) |
electron/electron🌟 122.7K · 1 PR (0O/0M/1C) |
nodejs/node🌟 119.6K · 1 PR (1O/0M/0C) |
rust-lang/rust🌟 116.2K · 1 PR (0O/0M/1C) |
godotengine/godot🌟 116.1K · 1 PR (0O/0M/1C) |
mrdoob/three.js🌟 114.8K · 1 PR (0O/0M/1C) |
d3/d3🌟 113.5K · 1 PR (1O/0M/0C) |
microsoft/TypeScript🌟 110.7K · 1 PR (1O/0M/0C) |
tauri-apps/tauri🌟 110.5K · 1 PR (1O/0M/0C) |
denoland/deno🌟 108.3K · 1 PR (0O/0M/1C) |
microsoft/terminal🌟 104.7K · 1 PR (1O/0M/0C) |
neovim/neovim🌟 102.0K · 1 PR (1O/0M/0C) |
angular/angular🌟 101.0K · 1 PR (1O/0M/0C) |
pandas-dev/pandas🌟 49.6K · 1 PR (0O/0M/1C) |
astral-sh/ruff🌟 49.3K · 1 PR (1O/0M/0C) |
psf/black🌟 41.8K · 1 PR (1O/0M/0C) |
python-poetry/poetry🌟 34.3K · 1 PR (1O/0M/0C) |
facebook/pyrefly🌟 6.9K · 1 PR (1O/0M/0C) |
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📚 工程知识与生态30 项目 · 31 PR |
codecrafters-io/build-your-own-x🌟 542.8K · 1 PR (1O/0M/0C) |
freeCodeCamp/freeCodeCamp🌟 454.6K · 1 PR (0O/0M/1C) |
EbookFoundation/free-programming-books🌟 395.2K · 1 PR (1O/0M/0C) |
donnemartin/system-design-primer🌟 365.9K · 1 PR (1O/0M/0C) |
nilbuild/developer-roadmap🌟 365.4K · 1 PR (1O/0M/0C) |
jwasham/coding-interview-university🌟 359.7K · 1 PR (1O/0M/0C) |
vinta/awesome-python🌟 315.9K · 1 PR (0O/0M/1C) |
practical-tutorials/project-based-learning🌟 280.7K · 1 PR (1O/0M/0C) |
trimstray/the-book-of-secret-knowledge🌟 240.2K · 1 PR (1O/0M/0C) |
TheAlgorithms/Python🌟 224.0K · 1 PR (0O/0M/1C) |
trekhleb/javascript-algorithms🌟 196.6K · 1 PR (1O/0M/0C) |
jackfrued/Python-100-Days🌟 185.6K · 1 PR (1O/0M/0C) |
avelino/awesome-go🌟 182.2K · 1 PR (1O/0M/0C) |
521xueweihan/HelloGitHub🌟 172.8K · 1 PR (1O/0M/0C) |
jlevy/the-art-of-command-line🌟 162.2K · 1 PR (1O/0M/0C) |
Snailclimb/JavaGuide🌟 158.0K · 1 PR (1O/0M/0C) |
airbnb/javascript🌟 148.1K · 1 PR (1O/0M/0C) |
ripienaar/free-for-dev🌟 135.1K · 1 PR (1O/0M/0C) |
krahets/hello-algo🌟 129.6K · 1 PR (1O/0M/0C) |
microsoft/generative-ai-for-beginners🌟 118.5K · 1 PR (1O/0M/0C) |
jaywcjlove/awesome-mac🌟 111.7K · 1 PR (0O/1M/0C) |
VoltAgent/awesome-design-md🌟 110.3K · 1 PR (1O/0M/0C) |
papers-we-love/papers-we-love🌟 109.0K · 1 PR (0O/1M/0C) |
goldbergyoni/nodebestpractices🌟 105.6K · 2 PR (2O/0M/0C) |
Anduin2017/HowToCook🌟 102.0K · 1 PR (1O/0M/0C) |
ruanyf/weekly🌟 101.2K · 1 PR (1O/0M/0C) |
mtdvio/every-programmer-should-know🌟 100.3K · 1 PR (1O/0M/0C) |
tailwindlabs/tailwindcss🌟 97.3K · 1 PR (1O/0M/0C) |
DuGuQiuBai/Java🌟 14.5K · 1 PR (0O/0M/1C) |
baomidou/mybatis-plus-doc🌟 753 · 1 PR (0O/0M/1C) |
📋 切换为文本列表视图 / Switch to Text List View
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🤖 智能体运行时与编码终端 · AGENT RUNTIMES & CODING INTERFACES (
19 项目 / 49 PR)openclaw/openclaw🌟 387.5K· 9 PR (3 Open/2 Merged/4 Closed)PR #127690OPEN· fix(discord): require whitespace-only suffix for closing code fence linesPR #127109OPEN· fix(node-host): duplicate skill-bin refreshes on concurrent commands (#127095)PR #121494CLOSED· fix(cli-session): preserve heartbeat context across policy gaps [AI-assisted]PR #114840CLOSED· fix(gateway): make busyStaleThresholdMs configurable in channel health policyPR #114596OPEN· fix(gateway): respect configured tools.media.image.maxBytes for image attachmentsPR #114449MERGED· fix(cli-compaction): treat no_compactable_entries as a benign compaction skip (#114385)PR #112478MERGED· fix(infra): preserve large inode identity in session migrationsPR #111779CLOSED· fix: keep streaming OpenAI-compatible requests admittedPR #111352CLOSED· docs: link macOS onboarding to app download
obra/superpowers🌟 277.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #2201OPEN· docs(using-superpowers): add Gemini CLI to platform adaptation reference list
affaan-m/ECC🌟 243.0K· 2 PR (2 Open/0 Merged/0 Closed)NousResearch/hermes-agent🌟 236.1K· 8 PR (5 Open/0 Merged/3 Closed)PR #91407CLOSED· fix(desktop): strip routing @mention token before remote DM delivery (#91397)PR #91376OPEN· fix(stream): do not misclassify stream with final usage chunk as mid-stream drop — closes #91373PR #91367OPEN· fix(update): check and apply config migrations on current checkout / retry paths — closes #91360PR #89605OPEN· fix(plugins): add isatty guard to _resolve_tool_override_grant — closes #89600PR #82992OPEN· fix(desktop): show approvals for protected file writesPR #82114OPEN· fix(gateway): honor approval scope capabilitiesPR #73059CLOSED· fix(agent): log warning when client abort shuts down 0 active sockets (#72975)PR #71997CLOSED· fix(gateway): release rejected native clarifies before steering
multica-ai/andrej-karpathy-skills🌟 206.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #199OPEN· docs: update curl raw URLs to multica-ai organization repository
anomalyco/opencode🌟 201.2K· 6 PR (0 Open/0 Merged/6 Closed)PR #44871CLOSED· docs(readme): add explicit bun and pnpm global install commandsPR #39298CLOSED· fix(core): bound ripgrep search execution with default wall-clock deadline (#39208)PR #39225CLOSED· fix(core): bound ripgrep search execution with default wall-clock deadline (#39208)PR #38763CLOSED· fix(core): preserve reasoning metadata on errored assistant turnsPR #38711CLOSED· fix(core): preserve reasoning metadata on errored assistant turnsPR #37726CLOSED· fix(cli): package parcel watcher binding
ultraworkers/claw-code🌟 195.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #3294OPEN· ci: pin third-party GitHub Actions to immutable commit SHAs
Significant-Gravitas/AutoGPT🌟 186.9K· 2 PR (2 Open/0 Merged/0 Closed)ollama/ollama🌟 179.4K· 2 PR (2 Open/0 Merged/0 Closed)msitarzewski/agency-agents🌟 147.9K· 2 PR (2 Open/0 Merged/0 Closed)garrytan/gstack🌟 129.5K· 2 PR (2 Open/0 Merged/0 Closed)farion1231/cc-switch🌟 129.3K· 2 PR (2 Open/0 Merged/0 Closed)ggml-org/llama.cpp🌟 125.5K· 2 PR (1 Open/0 Merged/1 Closed)nextlevelbuilder/ui-ux-pro-max-skill🌟 120.7K· 2 PR (1 Open/1 Merged/0 Closed)browser-use/browser-use🌟 110.4K· 2 PR (2 Open/0 Merged/0 Closed)DietrichGebert/ponytail🌟 110.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #749OPEN· fix(skill): clarify full read rule for large docs and data files (#745)
google-gemini/gemini-cli🌟 106.7K· 2 PR (1 Open/0 Merged/1 Closed)JuliusBrussee/caveman🌟 100.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #905OPEN· docs(gemini): add caveman-help and caveman-stats skill references
camel-ai/camel🌟 17.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #4281OPEN· fix(toolkits): remove unsafe retry on send_message in WhatsAppToolkit
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⚡ AI 工作流与体验平台 · AI WORKFLOW & EXPERIENCE PLATFORMS (
16 项目 / 44 PR)react/react🌟 247.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #37354OPEN· fix(ReactLazy): safely check default property on moduleObject
n8n-io/n8n🌟 202.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #36857OPEN· fix(Snowflake Node): Route query errors when continueOnFail is enabled
langflow-ai/langflow🌟 153.6K· 5 PR (4 Open/0 Merged/1 Closed)PR #14733OPEN· fix(agentic): handle float infinity in replace_none_and_null_with_empty_strPR #14690OPEN· refactor(auth): drop unmaintained passlib and unpin bcrypt (#14685)PR #14177OPEN· fix(mcp): reap cancelled session transportsPR #14153OPEN· fix: preserve secret values for connected componentsPR #14144CLOSED· fix(lfx): isolate component tool message suppression
langgenius/dify🌟 153.4K· 12 PR (5 Open/3 Merged/4 Closed)PR #41235MERGED· fix(api): enforce APP_EDIT RBAC permission on MCP server refresh endpointPR #41172OPEN· chore(governance): add @loulanyue as co-maintainer for vector db and workflow nodes in CODEOWNERSPR #41116OPEN· fix(mcp): preserve request_id when id is 0 in create_mcp_error_responsePR #40933CLOSED· fix(web): widen browserslist iOS floor from 16.4 to 15 to restore -webkit-mask-* prefixesPR #40908OPEN· fix(structured-output): fall back to prompt injection when native handler does not set response_formatPR #40412CLOSED· fix(knowledge): stop treating HTTP 404 as invalid endpoint in external API validationPR #40410CLOSED· fix(auth): resolve relative OAuth redirect_url against CONSOLE_WEB_URLPR #40407CLOSED· fix(dify-agent): filter blank SystemPromptParts and use name fallback for empty tool descriptionsPR #40405OPEN· fix(web): use SERVER_CONSOLE_API_URL for system-features in auth-group layoutsPR #40400MERGED· fix(vdb): add document_id keyword mapping and fix VectorType in elasticsearch-ja adapterPR #39754MERGED· fix(workflow): provide default values for AgentNodeData fields (#39743)PR #39636OPEN· fix(app): respect WORKFLOW_MAX_EXECUTION_TIME in workflow queue managers
open-webui/open-webui🌟 149.8K· 10 PR (0 Open/0 Merged/10 Closed)PR #28914CLOSED· fix(webhook): recognize modern Teams Power Automate and PowerPlatform workflow URLsPR #28888CLOSED· fix(retrieval): ignore in-flight route errors and unroute on Playwright loader teardown (#28869)PR #28712CLOSED· fix(retrieval): prevent BM25 full-collection OOM when native hybrid search failsPR #28569CLOSED· fix(playground): prefix generated image URLs with WEBUI_BASE_URLPR #28218CLOSED· fix: avoid duplicate base model removalPR #27990CLOSED· fix(oauth): normalize OAuth sub claim to str to prevent PostgreSQL type mismatchPR #27989CLOSED· fix: normalize OAuth sub claim to str to prevent PostgreSQL type mismatchPR #27727CLOSED· fix: keep calendar search end within bigint rangePR #27585CLOSED· fix(retrieval): JSON-serialize complex & boolean params in DoclingLoaderPR #27584CLOSED· fix(retrieval): JSON-serialize complex & boolean params in DoclingLoader
langchain-ai/langchain🌟 144.9K· 3 PR (0 Open/0 Merged/3 Closed)PR #39837CLOSED· core: await prompt.aformat for DictPromptTemplate in async multimodal formattingPR #39836CLOSED· fix(core): await aformat on DictPromptTemplate in multimodal chat prompt (#39835)PR #39215CLOSED· fix(core): allow unsized iterables (generators) inContextThreadPoolExecutor.map
Shubhamsaboo/awesome-llm-apps🌟 134.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #1112OPEN· fix(financial-coach): use raw regex strings and normalize gallery link in README
Comfy-Org/ComfyUI🌟 129.8K· 2 PR (2 Open/0 Merged/0 Closed)shadcn-ui/ui🌟 122.0K· 2 PR (2 Open/0 Merged/0 Closed)harry0703/MoneyPrinterTurbo🌟 116.2K· 1 PR (0 Open/0 Merged/1 Closed)PR #1261CLOSED· fix(webui): decouple upload_post_enabled and auto_upload checkboxes (#1258)
axios/axios🌟 109.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #11167OPEN· fix(parseHeaders): use null-prototype object to prevent Object prototype collisions
supabase/supabase🌟 108.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #49508OPEN· docs(auth): fix hashedNonce scope in Google auth nonce example (#49406)
fastapi/fastapi🌟 101.8K· 1 PR (0 Open/0 Merged/1 Closed)PR #16237CLOSED· refactor(encoders): include PurePath in ENCODERS_BY_TYPE mapping
pallets/flask🌟 72.1K· 1 PR (0 Open/0 Merged/1 Closed)PR #6137CLOSED· AI junk
Comfy-Org/ComfyUI_frontend🌟 2.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #13776OPEN· fix: avoid large option lists in node previews
langgenius/graphon🌟 76· 1 PR (1 Open/0 Merged/0 Closed)PR #258OPEN· fix(response-stream): treat GraphEdgeSkippedEvent as cleared for paths_map (dify#40865)
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🔌 数据、检索与工具接入 · DATA, RETRIEVAL & TOOL CONNECTIVITY (
18 项目 / 20 PR)public-apis/public-apis🌟 470.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #7027OPEN· Add Ollama API to Machine Learning category
microsoft/markitdown🌟 176.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #2330OPEN· feat(cli): support MARKITDOWN_CU_ENDPOINT and MARKITDOWN_DOCINTEL_ENDPOINT env vars
firecrawl/firecrawl🌟 172.0K· 2 PR (2 Open/0 Merged/0 Closed)f/prompts.chat🌟 167.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #1245OPEN· fix(kids): align MagicWords sentence blanks order in zh and ja level 2-1 (#1231)
x1xhlol/system-prompts-and-models-of-ai-tools🌟 143.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #494OPEN· docs(readme): add structured directory index of AI tools and system prompts
clash-verge-rev/clash-verge-rev🌟 140.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #7814OPEN· fix(config): quote date-like strings in runtime config yaml emitter (#7809)
excalidraw/excalidraw🌟 130.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #11956OPEN· docs(readme): add pnpm and bun install commands to quick start
rustdesk/rustdesk🌟 121.8K· 1 PR (0 Open/1 Merged/0 Closed)PR #15964MERGED· docs(readme): fix broken Screenshots section anchor link
2dust/v2rayN🌟 114.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #10030OPEN· docs(readme): improve tip punctuation and phrasing
immich-app/immich🌟 112.6K· 1 PR (0 Open/0 Merged/1 Closed)PR #30983CLOSED· docs(docker-compose): fix grammar in health check start interval note
Graphify-Labs/graphify🌟 110.2K· 2 PR (2 Open/0 Merged/0 Closed)fatedier/frp🌟 109.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #5509OPEN· docs(readme): add official documentation links to README.md
diegosouzapw/OmniRoute🌟 54.7K· 1 PR (0 Open/1 Merged/0 Closed)PR #7540MERGED· fix(sse): preserve custom tool output images
qdrant/qdrant🌟 34.2K· 1 PR (0 Open/0 Merged/1 Closed)PR #10061CLOSED· fix: addmaximum: 65536toVectorParams.sizeOpenAPI schema
pydantic/pydantic🌟 28.6K· 1 PR (0 Open/1 Merged/0 Closed)PR #13698MERGED· Fix typo in documentation
teng-lin/notebooklm-py🌟 18.9K· 1 PR (0 Open/1 Merged/0 Closed)PR #1974MERGED· fix(chat): classify empty conversations as fresh
googleapis/mcp-toolbox🌟 16.3K· 1 PR (0 Open/0 Merged/1 Closed)PR #3650CLOSED· fix(config): reject duplicate flat primitive names
OpenAtomFoundation/pikiwidb🌟 6.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #3289OPEN· fix(cache): fix unsigned loop underflow and avoid excess allocations in ZPopMax/ZPopMin (#3269)
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🧠 模型训练与机器学习系统 · MODEL TRAINING & ML SYSTEMS (
18 项目 / 25 PR)tensorflow/tensorflow🌟 197.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #125964OPEN· fix(python): raise informative TypeError for unsupported dtypes in tf.range
AUTOMATIC1111/stable-diffusion-webui🌟 164.6K· 2 PR (2 Open/0 Merged/0 Closed)huggingface/transformers🌟 164.4K· 3 PR (1 Open/0 Merged/2 Closed)PR #48203CLOSED· fix(glm): validate num_attention_heads is divisible by num_key_value_heads in GlmConfigPR #48179CLOSED· fix(processing): convert tensor to numpy array before np.cumsum in processors (#48177)PR #47763OPEN· Fix HuBERT positional conv embedding padding sensitivity when conv_pos_batch_norm=True (#47739)
openai/whisper🌟 107.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #2833OPEN· fix(audio): normalize negative axis in pad_or_trim
deepseek-ai/DeepSeek-V3🌟 104.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #1597OPEN· fix(inference): preserve index metadata when converting fp8 to bf16
rasbt/LLMs-from-scratch🌟 103.7K· 1 PR (0 Open/1 Merged/0 Closed)PR #1071MERGED· fix(gpt_generate): safely evaluate eos_id check on tensor
pytorch/pytorch🌟 102.6K· 3 PR (2 Open/0 Merged/1 Closed)PR #194684OPEN· docs(nn.functional): fix grouped_mm docstring for supported dtypes, bias, and out_dtype (#191652)PR #192023CLOSED· [Inductor] Fix KeyError: 'complex64' by adding complex dtypes to _type_ofPR #191904OPEN· [AOTI] Fix CPU ISA capability check in _load_aoti to recognize safe supersets (#191713)
vllm-project/vllm🌟 90.0K· 3 PR (2 Open/1 Merged/0 Closed)PR #53551OPEN· fix(entrypoints): raise descriptive error when no models available in CLIPR #53245OPEN· [Bugfix] Validate Mamba-1 ssm_state_dtype compatibility with model_dtype (#53239)PR #50704MERGED· [Bugfix][Models] Accept Qwen3_5MoeTextConfig in Qwen3_5MoeProcessingInfo for transformers 5.x compatibility
hiyouga/LlamaFactory🌟 74.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #10660OPEN· Fix packed position IDs in multimodal collator
scikit-learn/scikit-learn🌟 67.1K· 1 PR (0 Open/0 Merged/1 Closed)PR #34794CLOSED· FIX DictionaryLearning with split_sign=True respects feature count, dtype and fit_transform
karpathy/nanoGPT🌟 62.5K· 1 PR (1 Open/0 Merged/0 Closed)PR #753OPEN· fix(model): handle temperature=0.0 in GPT.generate with greedy argmax decoding
meta-llama/llama🌟 59.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #1464OPEN· fix(generation): handle empty prompt_tokens gracefully in Llama.generate
BerriAI/litellm🌟 57.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #35556OPEN· fix(proxy): support async call_types in pre_call_hook string responses and preserve raw message
facebookresearch/segment-anything🌟 54.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #865OPEN· fix(scripts): change --crop-overlap-ratio CLI argument type from int to float
suno-ai/bark🌟 39.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #674OPEN· fix(generation): support PyTorch 2.4+ weights_only default in _load_model
huggingface/diffusers🌟 34.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #14562OPEN· Fix LCM LoRA SDXL distillation state dict loading and saving
karpathy/micrograd🌟 17.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #128OPEN· 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 #10558MERGED· [BUG] FlowState predict_proba uses HistogramQPD
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🛠️ 核心开发框架与工程工具链 · ENGINEERING FRAMEWORKS & TOOLCHAINS (
26 项目 / 26 PR)vuejs/vue🌟 210.7K· 1 PR (1 Open/0 Merged/0 Closed)PR #13385OPEN· docs(readme): fix grammar and extra space in sponsor link
flutter/flutter🌟 178.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #191655OPEN· docs(readme): use relative link for Contributing to Flutter in Documentation section
github/gitignore🌟 175.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #4899OPEN· Add .pyright/ to Python.gitignore
twbs/bootstrap🌟 174.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #42869OPEN· docs(accessibility): add interactive modal accessibility diagnostic exercise (#42851)
Genymobile/scrcpy🌟 148.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #6997OPEN· docs: fix relative links to README.md in doc pages
vercel/next.js🌟 141.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #97845OPEN· docs(readme): use standard relative paths for license, code of conduct, and contributing guidelines
microsoft/PowerToys🌟 138.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #50102OPEN· docs(devdocs): update docs.microsoft.com to learn.microsoft.com
github/spec-kit🌟 131.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #4294OPEN· fix(toml): add standard \b and \f escape sequences to escape_toml_basic
react/react-native🌟 126.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #58130OPEN· docs(readme): use relative links for LICENSE and SUPPORT.md
electron/electron🌟 122.7K· 1 PR (0 Open/0 Merged/1 Closed)PR #53169CLOSED· docs: use relative links for CODE_OF_CONDUCT.md and LICENSE in README.md
nodejs/node🌟 119.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #65530OPEN· doc: fix grammatical typo in maintaining-dependencies.md
rust-lang/rust🌟 116.2K· 1 PR (0 Open/0 Merged/1 Closed)PR #161725CLOSED· docs(readme): align Getting Started link reference casing
godotengine/godot🌟 116.1K· 1 PR (0 Open/0 Merged/1 Closed)PR #122794CLOSED· 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 #34366CLOSED· docs(readme): add installation section with npm, yarn, pnpm, and bun
d3/d3🌟 113.5K· 1 PR (1 Open/0 Merged/0 Closed)PR #4134OPEN· docs(readme): add installation section with npm, yarn, pnpm, and bun
microsoft/TypeScript🌟 110.7K· 1 PR (1 Open/0 Merged/0 Closed)PR #63994OPEN· docs(readme): update blog link to devblogs and use relative CONTRIBUTING.md links
tauri-apps/tauri🌟 110.5K· 1 PR (1 Open/0 Merged/0 Closed)PR #15916OPEN· 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 #36686CLOSED· docs(readme): add Cargo installation command
microsoft/terminal🌟 104.7K· 1 PR (1 Open/0 Merged/0 Closed)PR #20583OPEN· docs(readme): update docs.microsoft.com links to learn.microsoft.com
neovim/neovim🌟 102.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #41477OPEN· fix(health): pass dummy argument to echo in check_performance (#41476)
angular/angular🌟 101.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #70375OPEN· docs(router): clarify onSameUrlNavigation relationship with runGuardsAndResolvers (#70367)
pandas-dev/pandas🌟 49.6K· 1 PR (0 Open/0 Merged/1 Closed)PR #66917CLOSED· TYP: broaden rollforward, rollback, and is_on_offset type hints to accept datetime.date
astral-sh/ruff🌟 49.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #27972OPEN· fix(rules): recognize standard library underscore-prefixed public members in PLC2701 and SLF001
psf/black🌟 41.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #5338OPEN· fix(comments): treat # pyright:, # ruff:, and # cython: as pragmas in contains_pragma_comment
python-poetry/poetry🌟 34.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #10983OPEN· tests: deduplicate environment check output helper
facebook/pyrefly🌟 6.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #4175OPEN· Fix suppressions after nested multiline f-strings
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📚 工程知识与生态 · ENGINEERING KNOWLEDGE & ECOSYSTEMS (
30 项目 / 31 PR)codecrafters-io/build-your-own-x🌟 542.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #1998OPEN· Add 'An AI Agent from Scratch' to Build your own AI Model section
freeCodeCamp/freeCodeCamp🌟 454.6K· 1 PR (0 Open/0 Merged/1 Closed)PR #69687CLOSED· fix(curriculum): clarify four arguments for play function in Rock Paper Scissors project
EbookFoundation/free-programming-books🌟 395.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #13423OPEN· Add Introduction to Large Language Models (Artificial Intelligence)
donnemartin/system-design-primer🌟 365.9K· 1 PR (1 Open/0 Merged/0 Closed)PR #1387OPEN· docs(query_cache): fix missing colon in Cache.get method definition
nilbuild/developer-roadmap🌟 365.4K· 1 PR (1 Open/0 Merged/0 Closed)PR #10248OPEN· docs(ai-agents): refine MCP servers and server creation explanations
jwasham/coding-interview-university🌟 359.7K· 1 PR (1 Open/0 Merged/0 Closed)PR #2148OPEN· Add Refactoring.Guru to Design Patterns section
vinta/awesome-python🌟 315.9K· 1 PR (0 Open/0 Merged/1 Closed)PR #3303CLOSED· Add Model Context Protocol (MCP) subsection to AI and Agents
practical-tutorials/project-based-learning🌟 280.7K· 1 PR (1 Open/0 Merged/0 Closed)PR #938OPEN· refactor(scripts): remove unused timezone import in check_readme.py
trimstray/the-book-of-secret-knowledge🌟 240.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #594OPEN· Add Trivy security scanner to Auditing Tools
TheAlgorithms/Python🌟 224.0K· 1 PR (0 Open/0 Merged/1 Closed)PR #15080CLOSED· refactor(genetic_algorithm): optimize evaluate function using zip
trekhleb/javascript-algorithms🌟 196.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #2201OPEN· fix(ml): add validation for matching dataSet and labels lengths in kNN
jackfrued/Python-100-Days🌟 185.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #1206OPEN· docs(day11): fix typo in string introduction
avelino/awesome-go🌟 182.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #6615OPEN· Move kong from Configuration to Standard CLI category (#6592)
521xueweihan/HelloGitHub🌟 172.8K· 1 PR (1 Open/0 Merged/0 Closed)PR #3580OPEN· docs(readme_en): fix spelling of License in section header and body
jlevy/the-art-of-command-line🌟 162.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #960OPEN· docs: fix relative link to CONTRIBUTING.md
Snailclimb/JavaGuide🌟 158.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #2907OPEN· docs(ai-coding): update DeepSeek V4 pricing table with peak/off-peak tiers (#2906)
airbnb/javascript🌟 148.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #3306OPEN· fix(whitespace): add error handling around execSync and JSON.parse (#3238)
ripienaar/free-for-dev🌟 135.1K· 1 PR (1 Open/0 Merged/0 Closed)PR #4778OPEN· docs(readme): migrate docs.microsoft.com to learn.microsoft.com
krahets/hello-algo🌟 129.6K· 1 PR (1 Open/0 Merged/0 Closed)PR #1964OPEN· docs(hashing): update Go map hash table implementation for Go 1.24 (#1955)
microsoft/generative-ai-for-beginners🌟 118.5K· 1 PR (1 Open/0 Merged/0 Closed)PR #1335OPEN· docs(readme): fix sentence fragment in Getting Help section
jaywcjlove/awesome-mac🌟 111.7K· 1 PR (0 Open/1 Merged/0 Closed)PR #2658MERGED· Add CC-Switch to Developer Utilities
VoltAgent/awesome-design-md🌟 110.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #462OPEN· docs(readme): add Slack DESIGN.md entry and update count badge
papers-we-love/papers-we-love🌟 109.0K· 1 PR (0 Open/1 Merged/0 Closed)PR #887MERGED· docs(ai): add ReAct paper reference and update Attention paper URL
goldbergyoni/nodebestpractices🌟 105.6K· 2 PR (2 Open/0 Merged/0 Closed)Anduin2017/HowToCook🌟 102.0K· 1 PR (1 Open/0 Merged/0 Closed)PR #1869OPEN· docs(recipes): fix hardcoded links to relative tips path (#1853)
ruanyf/weekly🌟 101.2K· 1 PR (1 Open/0 Merged/0 Closed)PR #11340OPEN· docs(issue 409): fix typo /var/ww/html -> /var/www/html
mtdvio/every-programmer-should-know🌟 100.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #749OPEN· docs: add AI agents and LLM references to Machine Learning section
tailwindlabs/tailwindcss🌟 97.3K· 1 PR (1 Open/0 Merged/0 Closed)PR #20428OPEN· fix(vite): preserve user resolve.conditions in cssResolver
DuGuQiuBai/Java🌟 14.5K· 1 PR (0 Open/0 Merged/1 Closed)PR #31CLOSED· Rename 课堂练习.txt to README.md
baomidou/mybatis-plus-doc🌟 753· 1 PR (0 Open/0 Merged/1 Closed)PR #109CLOSED· 当前的readme文档布局好像有些乱,参照官网的样式进行了调整
ZH 连接自有系统与上游基础设施,把可复现的问题转化为可审查、可维护、可持续演进的公共工程
EN Connecting original systems with upstream infrastructure—turning reproducible failures into reviewable, maintainable, and evolvable public engineering
01 THINK IN SYSTEMS / 系统思考 02 GROUND IN EVIDENCE / 证据驱动 03 DESIGN FOR REVIEW / 面向审查 04 MAINTAIN FOR LONGEVITY / 长期维护
数据每日自动更新 · Updated 2026-08-25 UTC via automated telemetry.






