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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

    技能
    活跃

    Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。

    Python许可证: MIT
    • academic-search
    • agent-skills
    • arxiv
    • chinese
    • citation-graph

    github实测增长Measured age: 85 days4.67 GitHub 星标 per day over 6 days

    Daily change decreased by 3.98 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 4.4/100打开来源 ↗

    安装 git clone https://github.com/wp-a/nature-academic-search ~/.claude/skills/nature-academic-search

    181GitHub 星标+28 (+18.3 %)
  2. 2

    技能
    活跃

    Planning → verifiable goals → fresh-session implementation for AI coding agents. Based on mattpocock/skills v1.1.

    Shell许可证: MIT
    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • coding-agents

    github实测增长Measured age: 56 days4.67 GitHub 星标 per day over 6 days

    Daily change increased by 3.02 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 16/100打开来源 ↗

    安装 git clone https://github.com/tt-a1i/matt-skills-with-to-goal ~/.claude/skills/matt-skills-with-to-goal

    138GitHub 星标+28 (+25.5 %)
  3. 3

    技能
    活跃

    「說人話」：繁體中文的去 AI 味改寫 skill。抓 38 種 AI 寫作痕跡，順手校正中國用語與半形標點，給 Claude Code / Codex / Cursor 用。

    Python许可证: MIT
    • agent-skills
    • ai-writing
    • claude-code
    • codex
    • cursor

    github实测增长Measured age: 58 days4.67 GitHub 星标 per day over 6 days

    Daily change decreased by 2.99 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 14.9/100打开来源 ↗

    安装 git clone https://github.com/Raymondhou0917/speak-human-tw ~/.claude/skills/speak-human-tw

    932GitHub 星标+28 (+3.1 %)
  4. 4

    技能
    活跃

    AI agents can generate code, but they still struggle to understand what they build. Reticle gives them runtime perception of web & desktop applications.

    TypeScript
    • agent-skill
    • agent-skills
    • agent-testing
    • agent-verification
    • ai-testing-tool

    github实测增长Measured age: 85 days4.67 GitHub 星标 per day over 6 days

    Daily change increased by 15.54 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 5.7/100打开来源 ↗

    安装 git clone https://github.com/reticlehq/reticle ~/.claude/skills/reticle

    433GitHub 星标+28 (+6.9 %)
  5. 5

    MCP
    活跃

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

    Rust许可证: AGPL-3.0
    • agent-skills
    • ai-agent
    • ai-assistant
    • ai-for-science
    • ai4science

    github实测增长Measured age: 65 days4.5 GitHub 星标 per day over 6 days

    Daily change decreased by 0.95 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 12.1/100打开来源 ↗

    1 094GitHub 星标+27 (+2.5 %)
  6. 6

    应用
    活跃

    Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible provenance.

    TypeScript许可证: Apache-2.0
    • ai-for-science
    • ai-research
    • ai-workbench
    • bioinformatics
    • claude-science-alternative

    github实测增长Measured age: 64 days5.4 GitHub 星标 per day over 5 days

    Daily change increased by 37.07 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 15.6/100打开来源 ↗

    3 529GitHub 星标+27 (+0.77 %)
  7. 7

    其他
    活跃

    Create amazing GitHub profile READMEs with a visual editor, customizable widgets, real-time preview, and custom export.

    TypeScript许可证: GPL-3.0
    • generator
    • github
    • github-profile
    • github-profile-readme
    • github-profile-readme-generator

    github实测增长Measured age: 38 days4.33 GitHub 星标 per day over 6 days

    Daily change decreased by 2.96 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 22.5/100打开来源 ↗

    249GitHub 星标+26 (+11.7 %)
  8. 8

    其他
    活跃

    K16S - CKA/CKS lab that could actually break kubelet, systemd, containerd, static pods, etcd and certificates (not kind)

    Shell
    • cka
    • cks
    • devops
    • exam-simulator
    • homelab

    github实测增长Measured age: 34 days4.33 GitHub 星标 per day over 6 days

    Daily change increased by 10.05 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 25/100打开来源 ↗

    129GitHub 星标+26 (+25.2 %)
  9. 9

    技能
    活跃

    Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…

    许可证: MIT
    • active-directory
    • active-directory-security
    • adcs
    • bloodhound
    • claude

    github实测增长Measured age: 11 days4 GitHub 星标 per day over 6 days

    Daily change increased by 4.11 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.2/100打开来源 ↗

    安装 /plugin marketplace add ADScanPro/Claude-AD

    161GitHub 星标+24 (+17.5 %)
  10. 10

    CLI
    活跃

    see ur network breathe

    Go许可证: MIT
    • bandwidth
    • cli
    • cross-platform
    • dashboard
    • devops

    github实测增长Measured age: 62 days4 GitHub 星标 per day over 6 days

    Daily change decreased by 2.97 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 13/100打开来源 ↗

    446GitHub 星标+24 (+5.7 %)
  11. 11

    其他
    活跃

    Dory is the complete local development system for Apple Silicon: Docker, Compose, Kubernetes, virtual machines, and policy-bound agent sandboxes.

    Swift许可证: GPL-3.0
    • agent-sandboxes
    • apple-silicon
    • coding-agents
    • containers
    • docker

    github实测增长Measured age: 78 days4 GitHub 星标 per day over 6 days

    Daily change decreased by 0.98 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 6.8/100打开来源 ↗

    1 564GitHub 星标+24 (+1.6 %)
  12. 12

    库
    活跃

    Agent-driven media library for your cloud drives (Quark 夸克 / 115 / 光鸭 GuangYa / 123网盘 / 天翼 Tianyi)

    TypeScript许可证: 0BSD

      github实测增长Measured age: 76 days3.83 GitHub 星标 per day over 6 days

      Daily change increased by 6.06 GitHub 星标/day between the last two measured intervals.

      Descriptive emergence index : 8/100打开来源 ↗

      1 382GitHub 星标+23 (+1.7 %)
    • 13

      其他
      活跃

      React’s programming model, compiled. The successor to Inferno.

      TypeScript许可证: MIT

        github实测增长Measured age: 74 days3.83 GitHub 星标 per day over 6 days

        Daily change decreased by 0.93 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 8.3/100打开来源 ↗

        1 367GitHub 星标+23 (+1.7 %)
      • 14

        其他
        活跃

        A timeline component for the stories that unfold over time. Ships as a shadcn registry.

        TypeScript许可证: MIT
        • nextjs
        • registry
        • shadcn
        • timeline

        github实测增长Measured age: 45 days3.66 GitHub 星标 per day over 6 days

        Daily change decreased by 9.86 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 19.4/100打开来源 ↗

        513GitHub 星标+22 (+4.5 %)
      • 15

        其他
        活跃

        Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain takeover, and more. Field-tested. MIT. Full write-up at hiago.sh

        Python许可证: MIT
        • bug-bounty
        • cloud-security
        • cors-exploitation
        • firebase-hacking
        • hermes-agent

        github实测增长Measured age: 72 days3.5 GitHub 星标 per day over 6 days

        Daily change decreased by 0.98 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 8.9/100打开来源 ↗

        1 228GitHub 星标+21 (+1.7 %)
      • 16

        其他
        活跃

        Chrome/Edge 浏览器扩展，5 规则实时检测银狐木马钓鱼仿冒网站。域名仿冒 · ICP备案核查 · 下载拦截 · 链接分析 · 代码工程化 — 零依赖 Manifest V3。

        JavaScript许可证: MIT
        • anti-phishing
        • browser-extension
        • chrome-extension
        • cybersecurity
        • download-protection

        github实测增长Measured age: 86 days3.5 GitHub 星标 per day over 6 days

        Daily change increased by 6.08 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 4/100打开来源 ↗

        269GitHub 星标+21 (+8.5 %)
      • 17

        其他
        活跃

        PrivateAgent is an open-source Android automation agent built with Flutter. It utilizes the DeepSeek API and native Android Accessibility Services to interpret screen layouts and execute multi-step tasks across any installed application via…

        Dart

          github实测增长Measured age: 71 days3 GitHub 星标 per day over 6 days

          Daily change increased by 0.01 GitHub 星标/day between the last two measured intervals.

          Descriptive emergence index : 9/100打开来源 ↗

          307GitHub 星标+18 (+6.2 %)
        • 18

          其他
          活跃

          PoCs and exploits for CVEs discovered by NebuSec.

          C许可证: Apache-2.0

            github实测增长Measured age: 65 days8.99 GitHub 星标 per day over 2 days

            Daily change increased by 12 GitHub 星标/day between the last two measured intervals.

            Descriptive emergence index : 15.3/100打开来源 ↗

            1 472GitHub 星标+18 (+1.2 %)
          • 19

            其他
            活跃

            Local captcha-solving HTTP sidecar (Turnstile, reCAPTCHA, hCaptcha, Cloudflare, AWS WAF, BotGuard, etc) built on CloakBrowser

            Python

              github实测增长Measured age: 56 days2.83 GitHub 星标 per day over 6 days

              Daily change decreased by 1.94 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 14.7/100打开来源 ↗

              233GitHub 星标+17 (+7.9 %)
            • 20

              其他
              活跃

              An immersive masonry photo gallery | 一个沉浸式瀑布流相册应用

              TypeScript许可证: AGPL-3.0
              • gallery
              • nextjs
              • photo-album
              • photo-gallery
              • photography

              github实测增长Measured age: 73 days2.83 GitHub 星标 per day over 6 days

              Daily change decreased by 2.96 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 8.1/100打开来源 ↗

              282GitHub 星标+17 (+6.4 %)
            • 21

              技能
              活跃

              🎨 Open-source AI slide studio inside Codex: image-native decks, every slide a full visual canvas. ⚡ 10+ high-quality slides in ~4–5 minutes — Fast mode renders every page in parallel. 🔍 Watch the whole chain live: research → outline → style…

              TypeScript许可证: MIT
              • agent-skills
              • ai-ppt
              • ai-presentation
              • ai-slides
              • codex

              github实测增长Measured age: 56 days2.83 GitHub 星标 per day over 6 days

              Daily change decreased by 0.96 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 14.7/100打开来源 ↗

              安装 git clone https://github.com/nexu-io/codex-slides ~/.claude/skills/codex-slides

              869GitHub 星标+17 (+2.0 %)
            • 22

              其他
              活跃

              ​一款基于 Flutter & Dart 构建的跨平台 Hanime1 第三方客户端，支持 Android、iOS、macOS 及 Windows。

              Dart许可证: AGPL-3.0

                github实测增长Measured age: 85 days2.66 GitHub 星标 per day over 6 days

                Daily change increased by 2.05 GitHub 星标/day between the last two measured intervals.

                Descriptive emergence index : 3.6/100打开来源 ↗

                566GitHub 星标+16 (+2.9 %)
              • 23

                其他
                活跃

                Open-source GEO ranking and generative engine optimization platform.

                Python许可证: Apache-2.0
                • fastapi
                • generative-engine-optimization
                • geo
                • nextjs
                • seo

                github实测增长Measured age: 80 days2.66 GitHub 星标 per day over 6 days

                Daily change decreased by 0.96 GitHub 星标/day between the last two measured intervals.

                Descriptive emergence index : 5.3/100打开来源 ↗

                455GitHub 星标+16 (+3.6 %)
              • 24

                库
                活跃

                The MIT-licensed infinite-canvas whiteboard SDK. An open-source tldraw alternative — no license fee, free for commercial use. React, React Native, and plain JS.

                JavaScript许可证: MIT
                • canvas
                • collaborative-whiteboard
                • diagram
                • drawing
                • excalidraw-alternative

                github实测增长Measured age: 35 days2.33 GitHub 星标 per day over 6 days

                Daily change increased by 1.03 GitHub 星标/day between the last two measured intervals.

                Descriptive emergence index : 22.7/100打开来源 ↗

                438GitHub 星标+14 (+3.3 %)

              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

                engram

                技能
                活跃打开来源 ↗

                Evidence-based learning engine — first-principles curricula, free-recall verification with receipts, FSRS-scheduled memory, and explorable artifacts. Learn anything; keep it.

                Python许可证: MIT
                • claude-code
                • claude-code-plugin
                • education
                • fsrs
                • learning
                github

                安装 /plugin marketplace add nagisanzenin/engram

                资源实测增长
                1 395GitHub 星标+17 (+1.2 %)