本报告聚合 GitHub 每日上升最快的 10 个开源项目，包含项目介绍、特点标签、语言占比及近 7 天合并 PR 中文化解读。
（自动本地化）Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based PDFs to 启用 smart routing decisions.
| 所属组织 | firecrawl |
| 主要语言 | Rust |
| 开源协议 | MIT |
| 创建时间 | 2026-02-06（约 6 个月前） |
| 最后更新 | 2026-08-05 |
| 开放 Issue | 73 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #243 |
[📝 文档更新] sync AGENTS.md with CLAUDE.md, refresh eval 工作流 guidance
docs: sync AGENTS.md with CLAUDE.md, refresh eval workflow guidance
|
@abimaelmartell 2026-08-05 |
| #259 |
[🐛 缺陷修复] make the comment stripper escape-aware
fix(extractor): make the comment stripper escape-aware
|
@mathurshubham 2026-08-04 |
| #245 |
支持 --password with pdf2md --items-json
Support --password with pdf2md --items-json
|
@CooperSheroy 2026-08-04 |
| #250 |
[🐛 缺陷修复] sync Python type stubs (.pyi) with actual bindings + 修复 doc bugs
fix: sync Python type stubs (.pyi) with actual bindings + fix doc bugs
|
@Sunil56224972 2026-08-04 |
| #253 |
[🐛 缺陷修复] reject non-text strikeout rules
fix(markdown): reject non-text strikeout rules
|
@abimaelmartell 2026-08-04 |
| #240 |
[🐛 缺陷修复] preserve redline edits in prose
fix(markdown): preserve redline edits in prose
|
@hydraxman 2026-08-04 |
| #201 |
[🐛 缺陷修复] preserve contextual digit runs
fix(layout): preserve contextual digit runs
|
@abimaelmartell 2026-08-03 |
| #198 |
[🐛 缺陷修复] 升级 lopdf to 0.42.0 for nesting-depth DoS (RUSTSEC-2026-0187)
fix(deps): bump lopdf to 0.42.0 for nesting-depth DoS (RUSTSEC-2026-0187)
|
@omeileo 2026-08-03 |
（自动本地化）Reverse Engineering / Authorized Penetration 测试 / 安全 Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base 支持 Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
| 所属组织 | zhaoxuya520 |
| 主要语言 | PowerShell |
| 开源协议 | MIT |
| 创建时间 | 2026-05-13（约 2 个月前） |
| 最后更新 | 2026-08-04 |
| 开放 Issue | 15 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #48 |
[🐛 缺陷修复] keep work artifacts in the analysis project
fix(case): keep work artifacts in the analysis project
|
@doublecurry 2026-08-04 |
| #35 |
[🐛 缺陷修复] prevent PR title shell injection
fix(ci): prevent PR title shell injection
|
@doublecurry 2026-08-03 |
| #34 |
[🐛 缺陷修复] register PentestSwarm MCP
fix(bootstrap): register PentestSwarm MCP
|
@ShiroKSH 2026-08-03 |
| #24 |
[🐛 缺陷修复] 新增 Codex frontmatter to dsl-vm-reverse
fix(skills): add Codex frontmatter to dsl-vm-reverse
|
@we11adam 2026-08-03 |
| #33 |
[🐛 缺陷修复] resolve command injection, insecure file permissions, and bridge concurrency defects
fix(security): resolve command injection, insecure file permissions, and bridge concurrency defects
|
@tarun1790 2026-08-01 |
（自动本地化）AirLLM 70B inference with single 4GB GPU
| 所属组织 | lyogavin |
| 主要语言 | Jupyter Notebook |
| 开源协议 | Apache-2.0 |
| 创建时间 | 2023-06-12（约 3 年前） |
| 最后更新 | 2026-07-29 |
| 开放 Issue | 126 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #316 |
支持 Kimi K3 (2.8T) — runs on a single card in 3.72GB
Support Kimi K3 (2.8T) — runs on a single card in 3.72GB
|
@lyogavin 2026-07-29 |
（自动本地化）TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
| 所属组织 | TencentCloud |
| 主要语言 | TypeScript |
| 开源协议 | NOASSERTION |
| 创建时间 | 2026-04-07（约 4 个月前） |
| 最后更新 | 2026-08-03 |
| 开放 Issue | 503 个 |
（自动本地化）21 Lessons, Get Started Building with Generative AI
| 所属组织 | microsoft |
| 主要语言 | Jupyter Notebook |
| 开源协议 | MIT |
| 创建时间 | 2023-06-19（约 3 年前） |
| 最后更新 | 2026-08-04 |
| 开放 Issue | 17 个 |
（自动本地化）An agentic skills framework & software development methodology that works.
| 所属组织 | obra |
| 主要语言 | Shell |
| 开源协议 | MIT |
| 创建时间 | 2025-10-09（约 10 个月前） |
| 最后更新 | 2026-08-04 |
| 开放 Issue | 324 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #2080 |
[🐛 缺陷修复] preflight emits its checks as a ledger table and rules on what it surfaces
fix(sdd): preflight emits its checks as a ledger table and rules on what it surfaces
|
@obra 2026-08-04 |
| #2078 |
[🐛 缺陷修复] batch small same-shape tasks into one dispatch
fix(sdd): batch small same-shape tasks into one dispatch
|
@obra 2026-08-04 |
| #2077 |
[🐛 缺陷修复] rule and continue — non-catastrophic conflicts get ledgered rulings, not blocking questions
fix(sdd): rule and continue — non-catastrophic conflicts get ledgered rulings, not blocking questions
|
@obra 2026-08-04 |
| #2062 |
[🐛 缺陷修复] explicit 模型+effort on every spawn, with 配置 backstop
fix(codex): explicit model+effort on every spawn, with config backstop
|
@obra 2026-08-04 |
| #2061 |
修复(sdd,codex): event-driven bounded waits — 65-78% wait timeouts to 0%
fix(sdd,codex): event-driven bounded waits — 65-78% wait timeouts to 0%
|
@obra 2026-08-04 |
| #2060 |
[🐛 缺陷修复] correct multi-agent guidance against the Codex source (V2)
fix(codex): correct multi-agent guidance against the Codex source (V2)
|
@obra 2026-08-04 |
| #2059 |
[🐛 缺陷修复] dispatched subagents never dispatch subagents
fix(sdd): dispatched subagents never dispatch subagents
|
@obra 2026-08-04 |
（自动本地化）🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.
| 所属组织 | usekaneo |
| 主要语言 | TypeScript |
| 开源协议 | MIT |
| 创建时间 | 2024-12-31（约 1 年前） |
| 最后更新 | 2026-08-04 |
| 开放 Issue | 53 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #1489 |
[🔧 杂项维护] 升级 the npm-minor group across 1 directory with 62 更新
chore(deps): bump the npm-minor group across 1 directory with 62 updates
|
@dependabot[bot] 2026-08-04 |
| #1461 |
[🐛 缺陷修复] search tasks by 问题 identifier
fix(web): search tasks by issue identifier
|
@Rutledge 2026-08-04 |
| #1487 |
[🔧 杂项维护] 升级 hono from 4.12.31 to 4.12.34
chore(deps): bump hono from 4.12.31 to 4.12.34
|
@dependabot[bot] 2026-08-04 |
| #1445 |
[🐛 缺陷修复] GitHub installation verification and label detachment violations
fix(api): GitHub installation verification and label detachment violations
|
@randoneering 2026-08-04 |
| #1455 |
[✨ 新功能] 新增 Italian (it-IT) translation
feat(i18n): add Italian (it-IT) translation
|
@GaSeDevAI 2026-08-04 |
| #1482 |
[✨ 新功能] 新增 zh-CN locale
feat: add zh-CN locale
|
@shutter-cp 2026-08-04 |
| #1471 |
[✨ 新功能] 新增 Hindi (hi-IN) locale translation
feat: add Hindi (hi-IN) locale translation
|
@Sunil56224972 2026-08-04 |
| #1481 |
[✨ 新功能] 新增 Vietnamese (vi-VN) locale
feat(i18n): add Vietnamese (vi-VN) locale
|
@namtao 2026-08-04 |
（自动本地化）A framework for building realtime voice AI agents 🤖🎙️📹
| 所属组织 | livekit |
| 主要语言 | Python |
| 开源协议 | Apache-2.0 |
| 创建时间 | 2023-10-19（约 2 年前） |
| 最后更新 | 2026-08-05 |
| 开放 Issue | 730 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #6554 |
[✨ 新功能] 新增 Bland TTS 插件
feat(bland): add Bland TTS plugin
|
@rv-blandai 2026-08-04 |
| #6695 |
Feat/anam 支持 ai disclosure
Feat/anam support ai disclosure
|
@sr-anam 2026-08-04 |
| #6618 |
[✨ 新功能] accept a credentials object on STT and TTS
feat(google): accept a credentials object on STT and TTS
|
@biztex 2026-08-04 |
| #6263 |
[✨ 新功能] 新增 gpt-5.5 to 模型 registry
feat(openai): add gpt-5.5 to model registry
|
@xtreme-sameer-vohra 2026-08-04 |
| #6511 |
新增 支持 for Deepgram's Flux TTS API (v2/speak) integration
Add support for Deepgram's Flux TTS API (v2/speak) integration
|
@dg-edcharbeneau 2026-08-03 |
| #6696 |
[🐛 缺陷修复] name the underlying cause when an LLM/TTS/STT connection fails
fix(exceptions): name the underlying cause when an LLM/TTS/STT connection fails
|
@u9g 2026-08-04 |
| #6686 |
[🐛 缺陷修复] 发布 the genai client when the LLM or Gemini TTS closes
fix(google): release the genai client when the LLM or Gemini TTS closes
|
@LHMQ878 2026-08-04 |
| #6679 |
[🐛 缺陷修复] forward the STT hooks through MultiSpeakerAdapter
fix(livekit-agents): forward the STT hooks through MultiSpeakerAdapter
|
@LHMQ878 2026-08-04 |
（自动本地化）ADR secures enterprise AI agents through observability, 安全 benchmarking, and threat detection. Deployed at Uber.
| 所属组织 | uber |
| 主要语言 | Python |
| 开源协议 | Apache-2.0 |
| 创建时间 | 2026-04-19（约 3 个月前） |
| 最后更新 | 2026-08-03 |
| 开放 Issue | 8 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #14 |
[🔧 杂项维护] 升级 mistune from 3.1.3 to 3.3.0 in /Detection
chore(deps): bump mistune from 3.1.3 to 3.3.0 in /Detection
|
@dependabot[bot] 2026-07-29 |
| #10 |
[🔧 杂项维护] 升级 black from 25.1.0 to 26.5.1 in /Detection
chore(deps): bump black from 25.1.0 to 26.5.1 in /Detection
|
@dependabot[bot] 2026-07-29 |
| #7 |
[🔧 杂项维护] 升级 ruff from 0.15.20 to 0.16.0 in /Sensor
chore(deps): bump ruff from 0.15.20 to 0.16.0 in /Sensor
|
@dependabot[bot] 2026-07-29 |
| #6 |
[🔧 杂项维护] 升级 astral-sh/setup-uv from 6 to 7
chore(deps): bump astral-sh/setup-uv from 6 to 7
|
@dependabot[bot] 2026-07-29 |
| #5 |
[🔧 杂项维护] 升级 actions/checkout from 4 to 7
chore(deps): bump actions/checkout from 4 to 7
|
@dependabot[bot] 2026-07-29 |
| #4 |
升级 jupyterlab from 4.4.4 to 4.5.10 in /Detection
Bump jupyterlab from 4.4.4 to 4.5.10 in /Detection
|
@dependabot[bot] 2026-07-29 |
| #1 |
升级 httplib2 from 0.22.0 to 0.32.0 in /Detection
Bump httplib2 from 0.22.0 to 0.32.0 in /Detection
|
@dependabot[bot] 2026-07-29 |
| #13 |
[🔧 杂项维护] 升级 claude-code-sdk from 0.0.14 to 0.0.25 in /Detection
chore(deps): bump claude-code-sdk from 0.0.14 to 0.0.25 in /Detection
|
@dependabot[bot] 2026-07-29 |
（自动本地化）A utility-first CSS framework for rapid UI development.
| 所属组织 | tailwindlabs |
| 主要语言 | TypeScript |
| 开源协议 | MIT |
| 创建时间 | 2017-10-06（约 8 年前） |
| 最后更新 | 2026-08-04 |
| 开放 Issue | 51 个 |
| 编号 | 标题 | 作者 / 时间 |
|---|---|---|
| #20383 |
Use wasm as a fallback for `@tailwindcss/oxide`
Use wasm as a fallback for `@tailwindcss/oxide`
|
@RobinMalfait 2026-08-04 |
| #20381 |
升级 依赖
Bump dependencies
|
@RobinMalfait 2026-08-04 |
| #19928 |
修复 negation of theme() in arbitrary values
Fix negation of theme() in arbitrary values
|
@snaptopixel 2026-08-03 |
| #20374 |
修复 extraction of quoted arbitrary variants in v3
Fix extraction of quoted arbitrary variants in v3
|
@supermadu7 2026-08-03 |
| #20379 |
Prevent `@tailwindcss/vite` crash under Vite's experimental `bundledDev`
Prevent `@tailwindcss/vite` crash under Vite's experimental `bundledDev`
|
@lazerg 2026-08-03 |
| #20380 |
Canonicalization: convert variants with arbitrary values to equivalent variants
Canonicalization: convert variants with arbitrary values to equivalent variants
|
@RobinMalfait 2026-08-03 |
| #20367 |
新增 @tailwindcss/turbopack loader
Add @tailwindcss/turbopack loader
|
@timneutkens 2026-07-31 |
| #20373 |
Always emit a space for empty fallback values in CSS variables
Always emit a space for empty fallback values in CSS variables
|
@RobinMalfait 2026-07-31 |