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最新 — 90

This view contains entries created less than 90 days ago. The stored editorial content remains in English.

排序方式

按实测增长排序，并在不同来源间归一化。

该排名的计算方式

The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    其他
    活跃

    The all-in-one security hardware controller for cyberdecks & field deployments — flash, control & coordinate ESP32 (Marauder/Bruce/GhostESP), Flipper Zero, and Raspberry Pi security hardware from one dashboard.

    Python许可证: MIT
    • cyberdeck
    • cybersecurity
    • esp32
    • esp32-marauder
    • esp32-s3

    github实测增长Measured age: 87 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 1.2/100打开来源 ↗

    143GitHub 星标稳定
  2. 2

    其他
    活跃

    Android Container with noVNC & Video Recording 2026

    HTML
    • alibabacloud
    • android
    • android-emulator
    • aws
    • azure

    github实测增长Measured age: 69 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 8.2/100打开来源 ↗

    121GitHub 星标稳定
  3. 3

    智能体
    活跃

    Build AI agents that run 100% on-device. Sub-100ms latency on Qualcomm NPU. Zero cloud dependency.

    C++许可证: Apache-2.0
    • agent-framework
    • ai-agent
    • automotive
    • edge-ai
    • embedded

    github实测增长Measured age: 26 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 24.9/100打开来源 ↗

    374GitHub 星标稳定
  4. 4

    库
    活跃

    A tiny, vendor-neutral LLM client library — one interface (LLMClient) with pluggable adapters for OpenAI, AWS Bedrock and Google Gemini, or bring your own backend.

    Python许可证: Apache-2.0
    • adapter
    • ai
    • aws-bedrock
    • bedrock
    • gemini

    github实测增长Measured age: 80 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 3.9/100打开来源 ↗

    78GitHub 星标稳定
  5. 5

    其他
    活跃

    Codex-verified, Claude-compatible durable local runtime for Claude Code Workflow JS, with resume, checkpoints, budgets, and Git worktrees

    TypeScript许可证: Apache-2.0
    • agentic-workflows
    • ai-agents
    • claude-code
    • cli
    • codex

    github实测增长Measured age: 39 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 19.8/100打开来源 ↗

    107GitHub 星标稳定
  6. 6

    智能体
    活跃

    A Kiro power that turns Kiro into a personal study companion for any AWS certification exam

    许可证: MIT
    • agentic-ai
    • certification
    • genai
    • kiro

    github实测增长Measured age: 86 days0 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 1.6/100打开来源 ↗

    52GitHub 星标稳定
  7. 7

    其他
    活跃

    Discover, mask, and verify sensitive data in SQL databases — an auditable scan → mask → validate workflow for safe database copies.

    Python许可证: MIT
    • anonymization
    • data-engineering
    • data-governance
    • data-masking
    • database

    github实测增长Measured age: 88 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 0.8/100打开来源 ↗

    124GitHub 星标稳定
  8. 8

    其他
    活跃

    Microsoft Fabric Unified Data Foundation with Databricks & Purview 2026

    HTML
    • ai-azd-templates
    • azd-template
    • azd-templates
    • azure-databricks
    • data-engineering

    github实测增长Measured age: 69 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 8.2/100打开来源 ↗

    115GitHub 星标稳定
  9. 9

    其他
    活跃

    Secure AI Engineering Framework 2026: Data-Boundary Security for Frontier Models

    HTML
    • ai-security
    • claude-opus
    • coding-agents
    • data-boundary
    • government-tech

    github实测增长Measured age: 69 days0 GitHub 星标 per day over 6 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 8.2/100打开来源 ↗

    115GitHub 星标稳定
  10. 10

    其他
    活跃

    Production-style end-to-end e-commerce recommendation platform with data engineering, MLOps, serving, governance, and observability on Kubernetes.

    Python

      github实测增长Measured age: 25 days0 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 25.3/100打开来源 ↗

      97GitHub 星标稳定
    • 11

      其他
      活跃

      Move whole tables between databases fast — Postgres, MySQL, ClickHouse, BigQuery. Rust engine, one-line Python API, bounded memory.

      Rust许可证: MIT
      • benchmark
      • bigquery
      • clickhouse
      • data-engineering
      • data-ingestions

      github实测增长Measured age: 56 days0 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 13.2/100打开来源 ↗

      52GitHub 星标稳定
    • 12

      智能体
      活跃

      Upload spreadsheets, ask questions via chat, and auto-generate chart reports. No coding required, gain instant insights and unlock data value effortlessly. ｜上传表格，像聊天一样提问，系统自动分析生成图表报告。无需编程，即时洞察，数据价值触手可及。

      TypeScript许可证: GPL-3.0
      • ai
      • ai-agents
      • data-engineering
      • data-science
      • database

      github实测增长Measured age: 37 days0 GitHub 星标 per day over 1 day

      Acceleration cannot be measured yet: three snapshots are required.

      Descriptive emergence index : 22.9/100打开来源 ↗

      51GitHub 星标稳定
    • 13

      应用
      活跃

      Desktop provider switcher for Claude Code and Codex. Keep every endpoint, API key, and model in one place, switch the active provider in one click, and probe latency before you start. Atomic writes and rolling backups keep your configs…

      Python
      • ai-tools
      • api-key-management
      • claude-code
      • codex
      • deepseek

      github实测增长Measured age: 42 days0 GitHub 星标 per day over 1 day

      Acceleration cannot be measured yet: three snapshots are required.

      Descriptive emergence index : 20.7/100打开来源 ↗

      440GitHub 星标稳定
    • 14

      其他
      活跃

      Opinionated Database Deployment Kit — locally running RDS for PostgreSQL

      Go许可证: MIT
      • backup
      • devops
      • docker
      • postgres
      • postgresql

      github实测增长Measured age: 84 days0 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 2.3/100打开来源 ↗

      200GitHub 星标稳定
    • 15

      其他
      活跃

      ZephyrRift is a Cloud-enabled, Zephyr-based system for scalable clustering and management with Auto-scaling using Kubernetes Agents.

      PHP许可证: MIT

        github实测增长Measured age: 8 days0 GitHub 星标 per day over 1 day

        Acceleration cannot be measured yet: three snapshots are required.

        Descriptive emergence index : 35.4/100打开来源 ↗

        131GitHub 星标稳定
      • 16

        其他
        活跃

        轻量级跨平台网页桌面应用打包工具，可将 HTML、Vue、React、Vite 静态项目打包为 Windows 和 Linux 原生应用。A lightweight cross-platform tool for packaging HTML, Vue, React, and Vite static applications as native Windows and Linux desktop apps.

        C++许可证: MIT

          github实测增长Measured age: 24 days0 GitHub 星标 per day over 1 day

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 28.5/100打开来源 ↗

          121GitHub 星标稳定
        • 17

          MCP
          活跃

          Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).

          TypeScript
          • ai-agents
          • analytics
          • claude-code
          • context-engineering
          • cursor

          github实测增长Measured age: 89 days0 GitHub 星标 per day over 5 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 0.4/100打开来源 ↗

          92GitHub 星标稳定
        • 18

          智能体
          活跃

          AI red-team platform. Autonomous LLM agents run a penetration test end to end inside a Kali container and write the report. LangGraph plan/act engine, provider-agnostic models via LiteLLM, PDF/JSON/SARIF output. FastAPI + React.

          Python许可证: MIT
          • ai-agents
          • autonomous-agents
          • cybersecurity
          • fastapi
          • langgraph

          github实测增长Measured age: 34 days0 GitHub 星标 per day over 2 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 21.8/100打开来源 ↗

          74GitHub 星标稳定

        学习与参考资源

        按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

        1. 1

          awesome-data-engineering-br

          其他
          活跃打开来源 ↗github资源实测增长
          72GitHub 星标稳定
        2. 2

          kubernetes-zero-to-production

          其他
          活跃打开来源 ↗

          Production-oriented Kubernetes learning path: 47 lessons, 35+ labs, manifests, diagrams, cheat sheets, interview and certification prep.

          Shell许可证: Apache-2.0
          • argocd
          • certification
          • cka
          • cloud-native
          • devops
          github资源实测增长
          166GitHub 星标稳定
        3. 3

          Torollo

          应用
          活跃打开来源 ↗

          Torollo is an open-source interactive visual playground designed to learn system design and networking, all locally.

          TypeScript许可证: MIT
          • developer-tools
          • devops
          • docker
          • education
          • interactive
          github资源实测增长
          403GitHub 星标稳定
        4. 4

          ballast

          技能
          活跃打开来源 ↗

          Builds up to a goal in a field you have no expertise in: splits it into the foundations that goal actually needs, mobilizes what you already hold, learns what is missing, and leaves every solved path behind for the next goal. Nothing is…

          JavaScript许可证: MIT
          • claude
          • claude-code
          • claude-code-plugin
          • codex
          • codex-plugin
          github

          安装 /plugin marketplace add svy04/ballast

          资源实测增长
          71GitHub 星标稳定
        5. 5

          awesome-agent-skills

          技能
          活跃打开来源 ↗

          Curated reusable skills, workflows, and tool-backed capabilities for AI agents.

          许可证: MIT
          • agent-skills
          • ai-agents
          • awesome-list
          • claude-code
          • codex
          github

          安装 git clone https://github.com/Ezeafk/awesome-agent-skills ~/.claude/skills/awesome-agent-skills

          资源实测增长
          96GitHub 星标稳定
        6. 6

          evoui-browser

          技能
          活跃打开来源 ↗

          Self-evolving browser automation for Codex, Claude Code, and Cursor—learn reusable site knowledge and safely replay verified routines with agent-browser.

          Python许可证: Apache-2.0
          • agent-browser
          • agent-skills
          • ai-agents
          • browser-automation
          • claude-code
          github

          安装 git clone https://github.com/Salmonbird/evoui-browser ~/.claude/skills/evoui-browser

          资源实测增长
          102GitHub 星标稳定
        7. 7

          repo-context-ledger

          技能
          活跃打开来源 ↗

          面向 AI 上下文管理的 Agent Skill：为 Codex 上下文管理、Cursor 上下文切换和 Claude 上下文管理提供跨窗口续接，用 Git 保存可验证的功能说明与变更记录。AI coding context management and agent handoffs.

          Python许可证: MIT
          • agent-handoff
          • agent-skills
          • ai-agents
          • ai-coding
          • ai-context-management
          github

          安装 git clone https://github.com/gviiisen/repo-context-ledger ~/.claude/skills/repo-context-ledger

          资源实测增长
          105GitHub 星标稳定