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Opportunity radar

海外机会工作台

把工作机会、创业线索、GitHub 趋势和模型工具发布压成一个可复核队列。先分层,再行动。

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huhusmang/Awesome-LLMs-for-Vulnerability-Detection

技术文档 github_trending_weekly 新
Stars1,307
...

这条内容主要是一条趋势线索线索,正文前几句在说:The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers across function-level, repository-level, agentic, and smart-contract detection, plus datasets, benchmarks, and surveys. language:Python stars:1307 open source github developer tool github trending fallback recent repository momentum README: Awesome Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Python更新2026-08-29Fork129Issue4LicenseMITawesome-listcode-securitylarge-language-modelsllm
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趋势线索:huhusmang/Awesome-LLMs-for-Vulnerability-Detection

这条内容主要是一条趋势线索线索,正文前几句在说:The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers across function-level, repository-level, agentic, and smart-contract detection, plus datasets, benchmarks, and surveys. language:Python stars:1307 open source github developer tool github trending fallback recent repository momentum README: Awesome Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on。先判断它是不是你要找的方向,再决定要不要继续打开原文。

README 摘要

Awesome Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on using LLMs for vulnerability detection and discovery. 📄 Papers Only showing 2025 and later. For earlier work, see Papers Archive (2024 and earlier). 🚀 Projects 🧩 Agent Skills 📡 arxiv.md Automated daily capture and update of Arxiv papers for specified keywords through workflows. Acknowledgements The project's Updated Arxiv Papers Daily workflow borrows from this project LLM4SE. I refactored its original code by using the arxiv library.

README
命中词
pythonllmopen sourcegithubdeveloper toolcontract
暂无风险词
文

adriannoes/awesome-agentic-ai

技术文档 github_trending_daily 新
Stars52
...

这条内容主要是一条趋势线索线索,正文前几句在说:342 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 9 textbooks, 93 research papers, 94 curated projects, 18 industry reports for PMs, Designers & Developers. language:Jupyter Notebook stars:52 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Jupyter Notebook更新2026-08-28Fork11Issue1LicenseMITagentic-aiaiai-agentsai-coding
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趋势线索:adriannoes/awesome-agentic-ai

这条内容主要是一条趋势线索线索,正文前几句在说:342 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 9 textbooks, 93 research papers, 94 curated projects, 18 industry reports for PMs, Designers & Developers. language:Jupyter Notebook stars:52 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
open sourcegithubdeveloper toolclaudecodexclaude code
风险词designer
文

anycode-ade/anycode

技术文档 github_ai_agent_repos 新
Stars44
...

这条内容主要是一条趋势线索线索,正文前几句在说:language:TypeScript stars:44 open source github developer tool README: anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models.。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言TypeScript更新2026-08-28Fork3Issue14LicenseApache-2.0adeai-agentdiffeditor
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趋势线索:anycode-ade/anycode

这条内容主要是一条趋势线索线索,正文前几句在说:language:TypeScript stars:44 open source github developer tool README: anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models.。先判断它是不是你要找的方向,再决定要不要继续打开原文。

README 摘要

anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models. Features Ultra-fast custom editor: Exceptionally fast and highly optimized virtual rendering engine based on tree-sitter parser, delivering superior performance for large codebases. Multi-language support: Work with various programming languages in a single environment. Advanced code experience: Utilizes a custom code component based on web-tree-sitter for efficient parsing, syntax highlighting, and real-time code analysis. LSP integration: L…

README
命中词
integrationopen sourcegithubdeveloper toolclaudecodex
暂无风险词
文

rderaison/bromure

技术文档 github_trending_weekly 新
Stars275
...

这条内容主要是一条趋势线索线索,正文前几句在说:Proper sandboxing for agentic coding and web browsing language:Swift stars:275 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Swift更新2026-08-28Fork16Issue3LicenseMITagenticbrowserdeveloper-toolsdevelopment
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趋势线索:rderaison/bromure

这条内容主要是一条趋势线索线索,正文前几句在说:Proper sandboxing for agentic coding and web browsing language:Swift stars:275 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
open sourcegithubdeveloper toolclaudecodexclaude code
风险词hybrid
文

taazkareem/clickup-mcp-server

技术文档 github_trending_daily 新
Stars50
...

这条内容主要是一条趋势线索线索,正文前几句在说:ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol language:Dockerfile stars:50 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Dockerfile更新2026-08-28Fork6Issue2aiartificial-intelligenceclaude-codeclaude-desktop
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趋势线索:taazkareem/clickup-mcp-server

这条内容主要是一条趋势线索线索,正文前几句在说:ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol language:Dockerfile stars:50 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

关键技能
  • Docker基础操作
  • Model Context Protocol相关知识
  • 开源项目开发经验
主要内容
  • 学习该项目的技术架构与实现逻辑
  • 尝试将其适配到自己的项目中
  • 探索其在不同场景下的应用可能性
命中词
open sourcegithubdeveloper toolmcpmodel context protocolproject
暂无风险词
文

EastStarAI/sanad-agent

技术文档 github_ai_agent_repos 新
Stars22
...

这条内容主要是一条趋势线索线索,正文前几句在说:Open-source AI agent and cross-platform client for local and remote development workflows. language:Dart stars:22 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Dart更新2026-08-28Fork6Issue2LicenseMITai-agentcoding-agentdartdesktop
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趋势线索:EastStarAI/sanad-agent

这条内容主要是一条趋势线索线索,正文前几句在说:Open-source AI agent and cross-platform client for local and remote development workflows. language:Dart stars:22 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
workflowai agentopen sourcegithubdeveloper toolremote
暂无风险词
文

bvisible/mcp-ssh-manager

技术文档 github_trending_weekly 新
Stars460
...

这条内容主要是一条趋势线索线索,正文前几句在说:MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring language:JavaScript stars:460 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言JavaScript更新2026-08-28Fork60Issue4LicenseMITanthropicautomationbackupclaude-code
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趋势线索:bvisible/mcp-ssh-manager

这条内容主要是一条趋势线索线索,正文前几句在说:MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring language:JavaScript stars:460 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
automationopen sourcegithubdeveloper toolmcpopenai
暂无风险词
文

milisp/codexia

技术文档 github_trending_weekly 新
Stars901
...

这条内容主要是一条趋势线索线索,正文前几句在说:Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control language:TypeScript stars:901 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言TypeScript更新2026-08-27Fork99Issue14LicenseMITagentic-aiaiai-agentsawesome
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趋势线索:milisp/codexia

这条内容主要是一条趋势线索线索,正文前几句在说:Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control language:TypeScript stars:901 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

关键技能
  • TypeScript
主要内容
  • 使用该工具完成代码任务调度、Git项目操作及远程代码控制
命中词
open sourcegithubdeveloper toolclaudecodexclaude code
暂无风险词
文

coder/xum

技术文档 github_trending_daily 新
Stars1,988
...

这条内容主要是一条趋势线索线索,正文前几句在说:A desktop app for isolated, parallel agentic development language:TypeScript stars:1988 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言TypeScript更新2026-08-27Fork135Issue240LicenseAGPL-3.0agentide
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趋势线索:coder/xum

这条内容主要是一条趋势线索线索,正文前几句在说:A desktop app for isolated, parallel agentic development language:TypeScript stars:1988 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
llmopen sourcegithubdeveloper toolcoding agentdirectory
暂无风险词
文

crane-in-clear-sky/WorkWit-AI-Agent

技术文档 github_ai_tools 新
Stars65
...

这条内容主要是一条趋势线索线索,正文前几句在说:WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation — built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose. language:Python stars:65 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Python更新2026-08-27Fork0Issue0ai-agentsdockerenterprisefastapi
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趋势线索:crane-in-clear-sky/WorkWit-AI-Agent

这条内容主要是一条趋势线索线索,正文前几句在说:WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation — built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose. language:Python stars:65 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

命中词
pythonautomationai agentopen sourcegithubdeveloper tool
暂无风险词
文

yuga-hashimoto/and-code

技术文档 github_ai_agent_repos 新
Stars23
...

这条内容主要是一条趋势线索线索,正文前几句在说:Native Android GUI for running AI coding agents locally on-device. No terminal or PC required. language:Kotlin stars:23 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

语言Kotlin更新2026-08-27Fork3Issue1LicenseMITaiai-agentandroidclaude-code
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趋势线索:yuga-hashimoto/and-code

这条内容主要是一条趋势线索线索,正文前几句在说:Native Android GUI for running AI coding agents locally on-device. No terminal or PC required. language:Kotlin stars:23 open source github developer tool。先判断它是不是你要找的方向,再决定要不要继续打开原文。

关键技能
  • Kotlin
主要内容
  • 了解该工具的核心技术机制与适用场景
命中词
open sourcegithubdeveloper toolclaudeclaude codecoding agent
暂无风险词
61

MarcusJellinghaus/mcp-workspace

产品创意 github_mcp_repos 新
Stars50
...

当前AI助手在处理项目任务时缺乏统一的文件、代码管理工具,存在数据混乱、协作效率低的问题,该产品可为AI助手在隔离的项目目录中提供文件操作、Git版本控制和GitHub集成功能,解决上述使用痛点。

语言Python更新2026-08-26Fork15Issue25LicenseMITclaude-codeclaude-desktopfile-operationsfilesystem
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面向AI助手的隔离式MCP工作空间服务器

当前AI助手在处理项目任务时缺乏统一的文件、代码管理工具,存在数据混乱、协作效率低的问题,该产品可为AI助手在隔离的项目目录中提供文件操作、Git版本控制和GitHub集成功能,解决上述使用痛点。

下一步了解产品的开源项目详情,评估功能适配性
关键技能
  • Python开发能力
主要内容
  • 研究产品的功能设计逻辑
  • 评估其对中国远程开发者的适用性
命中词
pythonopen sourcegithubdeveloper toolmcpmodel context protocol
暂无风险词