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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

混合排名：实测增长优先。

该排名的计算方式

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

工具排名

混合排名：实测增长优先。 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

    An autonomous Site Reliability Engineering (SRE) and DevOps agent for Kubernetes with deterministic log analysis.

    Python

      github实测增长Measured age: 55 days-1 GitHub 星标 per day over 4 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 13.6/100打开来源 ↗

      104GitHub 星标-4 (-3.7 %)
    • 2

      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
      • 3

        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
      • 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

        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: 35 days0 GitHub 星标 per day over 2 days

        Daily change is identical across the last two measured intervals.

        Descriptive emergence index : 21.4/100打开来源 ↗

        74GitHub 星标稳定
      • 6

        模型
        未知最近提交：暂无数据
        许可证: Apache-2.0
        • transformers
        • safetensors
        • qwen3_5_moe
        • image-text-to-text
        • structured-prompt

        huggingface实测增长Measured age: 40 days-18.48 Hub 30 天下载量 per day over 6 days

        Daily change increased by 48.22 Hub 30 天下载量/day between the last two measured intervals.

        Descriptive emergence index : 22.7/100打开来源 ↗

        Transformers 标识符 heheyas/SP-PE-Qwen3.5-35B-A3B

        970Hub 30 天下载量-111 (-10.3 %)
      • 7

        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
      • 8

        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
      • 9

        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
      • 10

        模型
        未知最近提交：暂无数据
        许可证: Apache-2.0
        • safetensors
        • qwen3_5
        • gguf
        • quantized
        • danbooru

        huggingface实测增长Measured age: 58 days-72.61 Hub 30 天下载量 per day over 6 days

        Daily change decreased by 411.86 Hub 30 天下载量/day between the last two measured intervals.

        Descriptive emergence index : 12.4/100打开来源 ↗

        Transformers 标识符 cooperdk/BooruNL-0.8B

        274Hub 30 天下载量-436 (-61.4 %)
      • 11

        模型
        未知最近提交：暂无数据
        许可证: Apache-2.0
        • gguf
        • qwen
        • qwen3.5-4b
        • qwen3.5-4b_4bit_gguf
        • text-generation

        huggingface实测增长Measured age: 57 days-1.6 Hub 30 天下载量 per day over 5 days

        Daily change increased by 0.99 Hub 30 天下载量/day between the last two measured intervals.

        Descriptive emergence index : 12.9/100打开来源 ↗

        Transformers 标识符 Elmermoreno/qwen3.5-4b-gguf

        81Hub 30 天下载量-8 (-9.0 %)
      • 12

        其他
        活跃

        Dalaran — Apache-2.0, robotics-first visualization and data infrastructure for multimodal time-series. ROS 2 native, reads existing .rrd recordings. A hard fork of Rerun.

        Rust许可证: Apache-2.0
        • apache2
        • computer-vision
        • lidar
        • pointcloud
        • python

        github估算动量Measured age: 30 days25.8 GitHub 星标 per day over 30 days

        Acceleration cannot be measured yet: three snapshots are required.

        Descriptive emergence index : 38.5/100打开来源 ↗

        774GitHub 星标—
      • 13

        其他
        活跃

        A browser-based 3D director desk demo built with React, Vite, and Three.js.

        TypeScript许可证: MIT

          github估算动量Measured age: 62 days11.95 GitHub 星标 per day over 62 days

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 18.6/100打开来源 ↗

          741GitHub 星标—
        • 14

          应用
          活跃

          LAN-only remote desktop based on RustDesk

          Rust许可证: AGPL-3.0
          • flutter
          • homelab
          • lan
          • mdns
          • privacy

          github估算动量Measured age: 51 days8.08 GitHub 星标 per day over 51 days

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 21.4/100打开来源 ↗

          412GitHub 星标—
        • 15

          其他
          活跃

          Serverless Web SSH client built on Cloudflare Workers with a pure TypeScript SSH stack, multi-session terminals, SFTP file management, and an AI operations assistant. 基于 Cloudflare Workers 的无服务器 Web SSH 客户端，支持多会话终端、SFTP 文件管理与 AI 运维助手。

          TypeScript许可证: Apache-2.0
          • cloudflare
          • cloudflare-workers
          • serverless
          • sftp
          • ssh

          github估算动量Measured age: 86 days3.79 GitHub 星标 per day over 86 days

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 4/100打开来源 ↗

          326GitHub 星标—
        • 16

          应用
          活跃

          The self-hosted Linktree alternative. Import from any competitor in 30 seconds. Multi-page, privacy-respecting analytics, one-line install.

          TypeScript许可证: MIT
          • analytics
          • creator-tool
          • docker
          • docker-image
          • link-in-bio

          github估算动量Measured age: 69 days3.25 GitHub 星标 per day over 69 days

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 11/100打开来源 ↗

          224GitHub 星标—
        • 17

          其他
          活跃

          Explore liquid-glass welcome screens with floating stickers and interactive swipe animations.

          TypeScript许可证: GPL-3.0
          • animation
          • expo
          • expo-router
          • glassmorphism
          • ios

          github估算动量Measured age: 1 day197 GitHub 星标 per day over 1 day

          Acceleration cannot be measured yet: three snapshots are required.

          Descriptive emergence index : 79/100打开来源 ↗

          197GitHub 星标—

        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

          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
        2. 2

          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
        3. 3

          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
        4. 4

          tyran

          技能
          活跃打开来源 ↗

          A task conductor for Claude Code that gets better the more you use it. Multi-agent orchestration with an evidence contract that BLOCKS instead of asking, gates written as hooks rather than prompts, and a retrospective that learns your…

          JavaScript许可证: Apache-2.0
          • agent-orchestration
          • ai-agents
          • claude-code
          • claude-code-plugin
          • code-quality
          github

          安装 /plugin marketplace add jjanczur/tyran

          资源实测增长
          86GitHub 星标-1 (-1.1 %)
        5. 5

          awesome-data-engineering-br

          其他
          活跃打开来源 ↗github资源实测增长
          72GitHub 星标稳定
        6. 6

          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
        7. 7

          ai-agent-architecture

          其他
          活跃打开来源 ↗

          Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips

          HTML
          • a2a-protocol
          • ai
          • ai-agents
          • context-engineering
          • distributed-systems
          github资源实测增长
          46GitHub 星标稳定
        8. 8

          no-numb

          技能
          活跃打开来源 ↗

          Build with Claude Code without your brain going numb — a plugin that quizzes you on the code it just wrote and gates the session until you pass.

          Shell
          • ai-coding
          • ai-pair-programming
          • anthropic
          • claude
          • claude-code
          github

          安装 /plugin marketplace add Ciucky/no-numb

          资源实测增长
          32GitHub 星标稳定