工具说明为英文。
最新 — 90
This view contains entries created less than 90 days ago. The stored editorial content remains in English.
排序方式
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 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活跃
End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.
github实测增长Measured age: 18 days5.16 GitHub 星标 per day over 6 days
Daily change decreased by 1.95 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗119GitHub 星标+31 (+35.2 %) - 2活跃
agent-pilot
智能体AI Agent Toolkit 2026: Smart Device Control for iOS & Android
github实测增长Measured age: 68 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗119GitHub 星标稳定 - 3活跃
AITIR 2.0: evidence-grounded, authorized identity-threat response reference architecture.
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 ↗118GitHub 星标稳定 - 4活跃
Skia based 2D canvas framework for react-native
github实测增长Measured age: 75 days0 GitHub 星标 per day over 2 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 5.8/100打开来源 ↗117GitHub 星标稳定 - 5活跃
Nhentai Companion 2026: Modern & Lightweight Doujinshi Client for Android and PC
github估算动量Measured age: 68 days1.71 GitHub 星标 per day over 68 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 10.5/100打开来源 ↗116GitHub 星标— - 6活跃
Microsoft Fabric Unified Data Foundation with Databricks & Purview 2026
github实测增长Measured age: 68 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗115GitHub 星标稳定 - 7活跃
Secure AI Engineering Framework 2026: Data-Boundary Security for Frontier Models
github实测增长Measured age: 68 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 8.6/100打开来源 ↗115GitHub 星标稳定 - 8活跃
38 exam-focused study guides for the AWS Solutions Architect Associate (SAA-C03) — analogy-first explanations, question patterns, and pocket cards for every topic
github实测增长Measured age: 52 days1.17 GitHub 星标 per day over 6 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 15.4/100打开来源 ↗114GitHub 星标+7 (+6.5 %) - 9活跃
Daily tracker of the AI/Data job market in Germany, Austria and Switzerland. 3,000+ live postings processed through a Databricks + Delta Lake pipeline, with links to the original listings. Free and open, published on GitHub Pages.
github实测增长Measured age: 37 days-0.83 GitHub 星标 per day over 6 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 20.6/100打开来源 ↗113GitHub 星标-5 (-4.2 %) - 10活跃
A professional and creative text-based adventure game in Rust, showcasing memory safety and idiomatic patterns.
github实测增长Measured age: 35 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 21.5/100打开来源 ↗109GitHub 星标+1 (+0.93 %) - 11活跃
Kubernetes CPU limits make your apps (very) slow and costly. CPU throttling analyzed, with proof.
github实测增长Measured age: 21 days1.2 GitHub 星标 per day over 5 days
Daily change decreased by 0.02 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.5/100打开来源 ↗109GitHub 星标+6 (+5.8 %) - 12活跃
aws-bench
智能体aws-bench measures how well AI agents and model combinations perform on real AWS work — diagnosing misconfigurations, provisioning infrastructure, and operating live cloud environments.
github实测增长Measured age: 52 days0.83 GitHub 星标 per day over 6 days
Daily change increased by 2.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 15.4/100打开来源 ↗108GitHub 星标+5 (+4.9 %) - 13活跃
A lightweight, high-performance network monitoring tool written in Go for real-time traffic analysis.
github实测增长Measured age: 35 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 21.4/100打开来源 ↗108GitHub 星标稳定 - 14活跃
HydraSoft: dependency-free Windows DLL hijack scanner with centralized remote management — HydraAgent, PHP API, and a web console for endpoint security checks across your fleet.
github实测增长Measured age: 47 days-0.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 16.7/100打开来源 ↗107GitHub 星标-2 (-1.8 %) - 15活跃
awsl
其他Codex-verified, Claude-compatible durable local runtime for Claude Code Workflow JS, with resume, checkpoints, budgets, and Git worktrees
github实测增长Measured age: 38 days1.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 20.9/100打开来源 ↗107GitHub 星标+7 (+7.0 %) - 16活跃
Open, hands-on study notes on wireless security & Wi-Fi penetration testing (802.11, WEP/WPA/WPA2/WPA3, aircrack-ng). CC BY 4.0.
github实测增长Measured age: 44 days0.67 GitHub 星标 per day over 6 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 18.3/100打开来源 ↗104GitHub 星标+4 (+4.0 %) - 17活跃
aegil
其他An autonomous Site Reliability Engineering (SRE) and DevOps agent for Kubernetes with deterministic log analysis.
github实测增长Measured age: 54 days-0.8 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 14/100打开来源 ↗104GitHub 星标-4 (-3.7 %) - 18活跃
zke
智能体ZKE（Z Kubernetes Engine）：AI 原生的 Kubernetes 云操作环境，桌面式多集群控制台加受控 AIOps Agent，基于 Server + Agent 与 QUIC/mTLS，适用于私有云、混合云及边缘环境
github实测增长Measured age: 44 days0 GitHub 星标 per day over 2 days
Daily change increased by 2 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 18.1/100打开来源 ↗100GitHub 星标稳定 - 19活跃
2026–2027 tech internships in the US, updated daily. Software engineering, data science, security, product, and design intern roles.
github实测增长Measured age: 60 days1 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 12.2/100打开来源 ↗98GitHub 星标+6 (+6.5 %) - 20活跃
bast
其他Browse SSH hosts, sync cloud VMs, manage keys, and connect from the terminal. The fast way into the servers you use every day.
github实测增长Measured age: 43 days0.33 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 18.6/100打开来源 ↗97GitHub 星标+2 (+2.1 %)
学习与参考资源
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
🛡️ Comprehensive Cybersecurity Arsenal, Bug Bounty Payloads & Security Audit Tools by IKONA ONI
github资源实测增长117GitHub 星标+7 (+6.4 %) - 2活跃打开来源 ↗
Open-source Agent Skills for planning, drafting, revising, and polishing SCI/SSCI papers—while preserving evidence, citations, and claim strength.
github安装
资源实测增长git clone https://github.com/Yila-AI/awesome-research-skills ~/.claude/skills/awesome-research-skills112GitHub 星标+11 (+10.9 %) - 3活跃打开来源 ↗
AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI
github安装
资源实测增长git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane110GitHub 星标+39 (+54.9 %) - 4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.
github安装
资源实测增长git clone https://github.com/gviiisen/repo-context-ledger ~/.claude/skills/repo-context-ledger105GitHub 星标稳定 - 5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.
github安装
资源实测增长git clone https://github.com/Salmonbird/evoui-browser ~/.claude/skills/evoui-browser102GitHub 星标稳定