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
Production-style end-to-end e-commerce recommendation platform with data engineering, MLOps, serving, governance, and observability on Kubernetes.
github实测增长Measured age: 24 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100打开来源 ↗97GitHub 星标稳定 - 2活跃
clarilayer
MCPStop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
github实测增长Measured age: 88 days-0.83 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 ↗92GitHub 星标-5 (-5.2 %) - 3活跃
pentestkit
智能体Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104 (100%) on the XBOW validation benchmarks, powered by Kimi K3.
github估算动量Measured age: 35 days2.6 GitHub 星标 per day over 35 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 25.3/100打开来源 ↗91GitHub 星标— - 4活跃
Apkx-Hunter is an Android Static Analysis Framework in Debian Package written entirely in C with OWASP MASVS scanning with 15 categories and 166 detection patterns for Android security assessments, reverse engineering, malware analysis, and…
github实测增长Measured age: 55 days0.5 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 : 14/100打开来源 ↗90GitHub 星标+3 (+3.4 %) - 5活跃
Claude Codeの生成結果、ぜんぶ見やすくまとめよう
github实测增长Measured age: 22 days0.83 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100打开来源 ↗90GitHub 星标+5 (+5.9 %) - 6活跃
violin
智能体Supervised, Hermes-native penetration testing profile with 35 routed playbooks, guarded target execution, persistent engagement state, evidence-backed findings, and release-gated reporting.
github实测增长Measured age: 60 days0.33 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 : 11.8/100打开来源 ↗85GitHub 星标+2 (+2.4 %) - 7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.
github实测增长Measured age: 79 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 4.3/100打开来源 ↗78GitHub 星标稳定 - 8活跃
redcell
智能体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.
github实测增长Measured age: 33 days0.2 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 22.3/100打开来源 ↗74GitHub 星标+1 (+1.4 %) - 9活跃
Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).
github实测增长Measured age: 37 days2.33 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 : 21.9/100打开来源 ↗72GitHub 星标+14 (+24.1 %) - 10活跃
AWSHound
其他AWS Bloodhound OpenGraph Connector
github实测增长Measured age: 24 days1.5 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 : 26.6/100打开来源 ↗64GitHub 星标+9 (+16.4 %) - 11活跃
An open-source event-driven personal finance platform built with Java, Spring Boot, Spring Batch, Spring Security, PostgreSQL, Redis, Amazon SQS, React, Terraform, and AWS.
github实测增长Measured age: 38 days1 GitHub 星标 per day over 5 days
Daily change increased by 0.01 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 20.8/100打开来源 ↗64GitHub 星标+5 (+8.5 %) - 12活跃
Open-source infrastructure for the full inference lifecycle: deploy, observe, scale, optimize, and safely release self-hosted models behind one endpoint.
github估算动量Measured age: 27 days2.37 GitHub 星标 per day over 27 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 28.6/100打开来源 ↗64GitHub 星标— - 13活跃
DevOps VN is a website that shares knowledge about DevOps and Cloud Computing.
github实测增长Measured age: 47 days0.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 16.9/100打开来源 ↗61GitHub 星标+2 (+3.4 %) - 14活跃
批量注册aws kiro账号与集成kiro反代的一体化项目
github实测增长Measured age: 35 days1 GitHub 星标 per day over 4 days
Daily change decreased by 0.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 21.9/100打开来源 ↗58GitHub 星标+4 (+7.4 %)
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 ↗
Curated reusable skills, workflows, and tool-backed capabilities for AI agents.
github安装
资源实测增长git clone https://github.com/Ezeafk/awesome-agent-skills ~/.claude/skills/awesome-agent-skills96GitHub 星标稳定 - 2活跃打开来源 ↗
AI agent skill that remembers every technical decision & bug fix across sessions — and learns from them. v4.0, MIT. | 跨会话记忆的AI编程助手知识大脑
github安装
资源实测增长git clone https://github.com/Tubo2333/obsidian-knowledge-brain ~/.claude/skills/obsidian-knowledge-brain96GitHub 星标+1 (+1.1 %) - 3活跃打开来源 ↗
skills
技能A collection of Agent Skills by Cali Castle.
github安装
资源实测增长git clone https://github.com/CaliCastle/skills ~/.claude/skills/skills93GitHub 星标+1 (+1.1 %) - 4活跃打开来源 ↗
tyran
技能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…
github安装
资源实测增长/plugin marketplace add jjanczur/tyran86GitHub 星标-1 (-1.1 %) - 5活跃打开来源 ↗
Curated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production access, approval gates, and audit evidence.
github资源实测增长77GitHub 星标稳定 - 672GitHub 星标+1 (+1.4 %)
- 7活跃打开来源 ↗
ballast
技能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…
github安装
资源实测增长/plugin marketplace add svy04/ballast71GitHub 星标稳定 - 8活跃打开来源 ↗
A Claude Code skill where learning is the goal and building is the test — AI writes the code, you build the mental model.
github安装
资源实测增长git clone https://github.com/Tasihi89/build-to-learn ~/.claude/skills/build-to-learn71GitHub 星标+6 (+9.2 %) - 9活跃打开来源 ↗
A standalone AI skill for creating accurate, usable developer documentation.
github安装
资源实测增长git clone https://github.com/NateBJones-Projects/developer-documentation-skill ~/.claude/skills/developer-documentation-skill70GitHub 星标+9 (+14.8 %) - 10活跃打开来源 ↗
面向中文用户的学术论文与科研 Agent Skill 每日排行榜 · 自动搜索、过滤并排名 GitHub 上的 Claude Code / Codex / OpenCode 科研 Skill 仓库
github安装
资源实测增长git clone https://github.com/kael-odin/awesome-academic-research-skills ~/.claude/skills/awesome-academic-research-skills63GitHub 星标+9 (+16.7 %) - 11活跃打开来源 ↗
11 installable editorial systems for AI agents, based on leading public style guides.
github安装
资源实测增长git clone https://github.com/Neeeophytee/agent-stylebooks ~/.claude/skills/agent-stylebooks58GitHub 星标+4 (+7.4 %)