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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活跃
Fuxi
其他FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.
github实测增长Measured age: 31 days87.79 GitHub 星标 per day over 6 days
Daily change decreased by 5.55 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 48.7/100打开来源 ↗3 342GitHub 星标+527 (+18.7 %) - 2活跃
An agent skill for building premium, immersive, scroll-driven websites. Works with Codex, Claude Code, and other coding agents. Also available as a Claude Code plugin.
github实测增长Measured age: 13 days87.33 GitHub 星标 per day over 6 days
Daily change decreased by 63.66 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 55.6/100打开来源 ↗安装
/plugin marketplace add nateherkai/scroll-craft1 761GitHub 星标+524 (+42.4 %) - 3活跃
Safety-first disk cleaner and space analyzer for macOS and Windows, with duplicate cleanup, app uninstall, startup management, system optimization, and maintenance.
github实测增长Measured age: 35 days80.78 GitHub 星标 per day over 6 days
Daily change decreased by 0.07 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 46/100打开来源 ↗2 183GitHub 星标+485 (+28.6 %) - 4活跃
🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.
github实测增长Measured age: 13 days77.76 GitHub 星标 per day over 6 days
Daily change decreased by 2.86 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 54/100打开来源 ↗1 743GitHub 星标+467 (+36.6 %) - 5活跃
Graft
MCPTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
github实测增长Measured age: 63 days76.96 GitHub 星标 per day over 6 days
Daily change decreased by 9.21 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.4/100打开来源 ↗5 561GitHub 星标+462 (+9.1 %) - 6活跃
仕事の日本語を、読みやすくわかりやすく書く・直すための Agent Skill です。
github实测增长Measured age: 54 days73 GitHub 星标 per day over 6 days
Daily change decreased by 151.17 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.2/100打开来源 ↗安装
git clone https://github.com/coji/natural-japanese ~/.claude/skills/natural-japanese959GitHub 星标+438 (+84.1 %) - 7活跃
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
github实测增长Measured age: 34 days65.97 GitHub 星标 per day over 6 days
Daily change increased by 15.58 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 45/100打开来源 ↗7 123GitHub 星标+396 (+5.9 %) - 8活跃
TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源 ,非第三方官方项目
github实测增长Measured age: 78 days63.29 GitHub 星标 per day over 6 days
Daily change increased by 14.84 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.3/100打开来源 ↗4 340GitHub 星标+380 (+9.6 %) - 9活跃
The trust layer for agent-to-agent commerce — natural-language mandates, ERC-7710 delegated permissions, x402 payments, escrow, and dispute resolution as one open, catch-all Agent Skill / Claude Code plugin.
github实测增长Measured age: 80 days63.16 GitHub 星标 per day over 6 days
Daily change decreased by 21.38 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 25.2/100打开来源 ↗安装
git clone https://github.com/internet-court/internet-court-skill ~/.claude/skills/internet-court-skill5 386GitHub 星标+379 (+7.6 %) - 10活跃
fyagent
技能For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式,带到每一个 AI 工具里。
github实测增长Measured age: 39 days56.26 GitHub 星标 per day over 6 days
Daily change decreased by 8.38 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39.6/100打开来源 ↗安装
git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent1 033GitHub 星标+338 (+48.6 %) - 11活跃
trueforge
智能体The open-source agent harness - the runtime layer that turns an LLM into a working agent.
github实测增长Measured age: 43 days52.98 GitHub 星标 per day over 6 days
Daily change decreased by 43.2 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 37.3/100打开来源 ↗5 219GitHub 星标+318 (+6.5 %) - 12活跃
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
mcp实测增长Measured age: 22 days51.5 GitHub 星标 per day over 6 days
Daily change increased by 309.72 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 52.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.appllama.io/mcp670GitHub 星标+309 (+85.6 %) - 13活跃
A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书:教程、真实工作流、Skills、MCP、自动化与多智能体实践。
github实测增长Measured age: 57 days46.48 GitHub 星标 per day over 6 days
Daily change decreased by 10.67 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.3/100打开来源 ↗安装
git clone https://github.com/AlephAITech/WorkBuddyGuide ~/.claude/skills/WorkBuddyGuide2 810GitHub 星标+279 (+11.0 %) - 14活跃
unlazy
技能Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model…
github实测增长Measured age: 26 days45.65 GitHub 星标 per day over 6 days
Daily change decreased by 8.47 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 42.1/100打开来源 ↗安装
git clone https://github.com/Leonxlnx/unlazy ~/.claude/skills/unlazy3 057GitHub 星标+274 (+9.8 %) - 15活跃
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
github实测增长Measured age: 22 days44.79 GitHub 星标 per day over 6 days
Daily change increased by 81.1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 47.9/100打开来源 ↗673GitHub 星标+269 (+66.6 %) - 16活跃
moli
智能体Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust
github实测增长Measured age: 25 days44.64 GitHub 星标 per day over 6 days
Daily change decreased by 4.54 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 42.3/100打开来源 ↗1 710GitHub 星标+268 (+18.6 %) - 17活跃
KiroCrew
智能体A persistent workspace for development work that self-improves and continues beyond one session.
github实测增长Measured age: 50 days44.15 GitHub 星标 per day over 6 days
Daily change decreased by 13.44 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 32.4/100打开来源 ↗3 647GitHub 星标+265 (+7.8 %) - 18活跃
pr-lens
技能Review code 100X faster. Lens draws every PR as animated architecture and data-flow diagrams, inside the pull request itself. Use it as a GitHub App, GitHub Action, CLI, or a skill for your coding agent
github实测增长Measured age: 15 days43.17 GitHub 星标 per day over 6 days
Daily change decreased by 25.24 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 45.7/100打开来源 ↗安装
git clone https://github.com/coldteadotai/pr-lens ~/.claude/skills/pr-lens290GitHub 星标+259 (+835.5 %) - 19活跃
闲鱼多账号自动发货、消息回复系统——基于 Go 与 React 构建
github实测增长Measured age: 57 days40.81 GitHub 星标 per day over 6 days
Daily change decreased by 27.64 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.8/100打开来源 ↗1 338GitHub 星标+245 (+22.4 %) - 20活跃
A browser inside your terminal
github实测增长Measured age: 60 days40.64 GitHub 星标 per day over 6 days
Daily change increased by 42.85 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 30.6/100打开来源 ↗安装
git clone https://github.com/zenbu-labs/terminal-browser ~/.claude/skills/terminal-browser2 653GitHub 星标+244 (+10.1 %) - 21活跃
Agent skill: make LLMs write docs in ASD-STE100 Simplified Technical
github实测增长Measured age: 45 days40.65 GitHub 星标 per day over 6 days
Daily change decreased by 5.6 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 33.4/100打开来源 ↗安装
git clone https://github.com/AminBlg/SimpleEnglish ~/.claude/skills/SimpleEnglish3 177GitHub 星标+244 (+8.3 %) - 22活跃
Delegate a coding task to a separate coding agent CLI, review the diff, land the commit yourself — one per implementer.
github实测增长Measured age: 82 days40.33 GitHub 星标 per day over 6 days
Daily change decreased by 0.4 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 18.9/100打开来源 ↗安装
git clone https://github.com/amElnagdy/delegate-skills ~/.claude/skills/delegate-skills1 671GitHub 星标+242 (+16.9 %) - 23活跃
Agent skills for useful HTML artifacts, wireframes, interactive prototypes, plans, and diagrams.
github实测增长Measured age: 87 days40.17 GitHub 星标 per day over 6 days
Daily change decreased by 17.9 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 16.9/100打开来源 ↗安装
git clone https://github.com/plannotator/effective-html ~/.claude/skills/effective-html2 950GitHub 星标+241 (+8.9 %) - 24活跃
brigade
智能体Brigade — Your personal intelligence, built enterprise-grade
github实测增长Measured age: 77 days39.81 GitHub 星标 per day over 6 days
Daily change decreased by 2.86 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 20.7/100打开来源 ↗3 400GitHub 星标+239 (+7.6 %)
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活跃打开来源 ↗
Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.
github资源实测增长1 045GitHub 星标+284 (+37.3 %)