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Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.
Come si calcola questa classifica
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
Classifica degli strumenti
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.
- 1Attivo
DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.
githubcrescita misurataMeasured age: 19 days-1 stelle GitHub per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 27.6/100Apri fonte ↗Installa
git clone https://github.com/Tiger3807861189/DeepSeek-V4-J-Space-Capability-Realization-Report ~/.claude/skills/DeepSeek-V4-J-Space-Capability-Realization-Report1 032stelle GitHub-3 (-0.29 %) - 2Attivo
GLM-5.3-Flash × J-Space capability realization — benchmark presentation of the J-Space Cognition Suite
githubcrescita misurataMeasured age: 19 days-2 stelle GitHub per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 30.7/100Apri fonte ↗Installa
git clone https://github.com/Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report ~/.claude/skills/GLM-5.3-Flash-J-Space-Capability-Realization-Report1 024stelle GitHub-2 (-0.19 %) - 3Attivo
pdfcn
AltroBeautiful pdf components, built on Takumi and Forme. 100% Free, Zero config, one command setup.
githubcrescita misurataMeasured age: 24 days18.65 stelle GitHub per day over 6 days
Daily change increased by 38.32 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 37.1/100Apri fonte ↗1 002stelle GitHub+112 (+12.6 %) - 4Attivo
autoprompt-skill
SkillAutoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.
githubcrescita misurataMeasured age: 18 days9 stelle GitHub per day over 6 days
Daily change decreased by 3.97 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 32.5/100Apri fonte ↗Installa
git clone https://github.com/Spielewoy/autoprompt-skill ~/.claude/skills/autoprompt-skill989stelle GitHub+54 (+5.8 %) - 5Attivo
kumone
Altro雲の音 — Native macOS NetEase Cloud Music client built with SwiftUI
githubcrescita misurataMeasured age: 19 days12.49 stelle GitHub per day over 6 days
Daily change increased by 5.07 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 34.2/100Apri fonte ↗933stelle GitHub+75 (+8.7 %) - 6Attivo
chatbot-template
AltroA minimal chatbot template built with Next.js, AI SDK, shadcn/ui, shadcn/react, shadcn/typeset. It runs on the Vercel AI Gateway.
githubcrescita misurataMeasured age: 24 days7.49 stelle GitHub per day over 6 days
Daily change decreased by 8.87 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 29.5/100Apri fonte ↗917stelle GitHub+45 (+5.2 %) - 7Attivo
复刻网站的 Agent Skill:抓只读镜像、从压缩代码逐行还原、自动比对验收。An agent skill that mirrors a website, rebuilds it from the minified code, and verifies the result with automated diffs.
githubcrescita misurataMeasured age: 25 days66.33 stelle GitHub per day over 3 days
Daily change decreased by 43.81 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 47.2/100Apri fonte ↗Installa
git clone https://github.com/boyang-hu/website-rebuild-skill ~/.claude/skills/website-rebuild-skill911stelle GitHub+199 (+27.9 %) - 8Attivo
dsh-vision-toolkit
Skill[dsh]为纯文本模型设计更强大的视觉工具箱:一行安装使用、粘贴图片直接识别、多张图片问答、截图到前端UI 还原等|DeepSeek Harness-native integration for agent-vision-toolkit: image Q&A, long-screenshot OCR, UI restoration, grounding, pixel diff, Artifacts, and Web UI.
githubcrescita misurataMeasured age: 22 days2.17 stelle GitHub per day over 6 days
Daily change increased by 3.01 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 27.9/100Apri fonte ↗Installa
git clone https://github.com/Anionex/dsh-vision-toolkit ~/.claude/skills/dsh-vision-toolkit853stelle GitHub+13 (+1.5 %) - 9Attivo
watermark-remover
SkillPurge multi-vendor AI watermarks: clean Unicode text, apply statistical rewrite hooks, and clear C2PA plus metadata from PNG, JPEG, SVG, PDF, DOCX, HTML, and MD.
githubcrescita misurataMeasured age: 12 days1.6 stelle GitHub per day over 5 days
Daily change decreased by 0.5 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 31.2/100Apri fonte ↗Installa
/plugin marketplace add ShadowAqueduct/watermark-remover841stelle GitHub+8 (+0.96 %) - 10Attivo
Dalaran
AltroDalaran — 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.
githubcrescita misurataMeasured age: 28 days-20.99 stelle GitHub per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 26.8/100Apri fonte ↗774stelle GitHub-21 (-2.6 %) - 11Attivo
Cybermes
AgenteAutonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.
githubcrescita misurataMeasured age: 16 days15.32 stelle GitHub per day over 6 days
Daily change decreased by 6.81 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 36.1/100Apri fonte ↗750stelle GitHub+92 (+14.0 %) - 12Attivo
no-negative-echo
Skill让 Codex 根据最终结果生成标题、注释、commit 和 PR,减少被否决方案在交付中的残留。
githubcrescita misurataMeasured age: 14 days23.5 stelle GitHub per day over 6 days
Daily change decreased by 8.42 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 40/100Apri fonte ↗Installa
git clone https://github.com/LB623/no-negative-echo ~/.claude/skills/no-negative-echo741stelle GitHub+141 (+23.5 %) - 13Attivo
video-talkcraft
SkillAgent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards, an anti-slideshow camera system, Remotion rendering.
githubcrescita misurataMeasured age: 13 days110.5 stelle GitHub per day over 6 days
Daily change increased by 34.8 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 61.4/100Apri fonte ↗Installa
git clone https://github.com/Vincentwei1021/video-talkcraft ~/.claude/skills/video-talkcraft730stelle GitHub+663 (+989.6 %) - 14Attivo
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
githubcrescita misurataMeasured age: 23 days44.79 stelle GitHub per day over 6 days
Daily change increased by 81.1 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 47.5/100Apri fonte ↗673stelle GitHub+269 (+66.6 %) - 15Attivo
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
mcpcrescita misurataMeasured age: 23 days51.5 stelle GitHub per day over 6 days
Daily change increased by 309.72 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 52.3/100Apri fonte ↗Server remoto da dichiarare nella configurazione MCP
https://mcp.appllama.io/mcp670stelle GitHub+309 (+85.6 %) - 16Attivo
top-welcome-screens
AltroHow top iOS apps say hello | 10 animated welcome screens inspired by top-earning apps. Rebuilt in React Native + Expo.
githubcrescita misurataMeasured age: 27 days1.17 stelle GitHub per day over 6 days
Daily change decreased by 0.98 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 25.1/100Apri fonte ↗576stelle GitHub+7 (+1.2 %) - 17Attivo
Phone numbers for AI agents: order a private number, read the SMS verification code, hand it back.
mcpcrescita misurataMeasured age: 28 days0 stelle GitHub per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100Apri fonte ↗Installa
claude mcp add mcp-server -- npx sv-number-mcp560stelle GitHubstabile - 18Attivo
nie-grassroots-logic
Skill聂·基层运行逻辑 · Agent Skill:基于聂辉华《基层中国的运行逻辑》的方法论工具箱(不含原书全文)
githubcrescita misurataMeasured age: 25 days0.67 stelle GitHub per day over 6 days
Daily change increased by 1 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 25.7/100Apri fonte ↗Installa
git clone https://github.com/ayi-ai/nie-grassroots-logic ~/.claude/skills/nie-grassroots-logic544stelle GitHub+4 (+0.74 %) - 19Attivo
Authorize consequential AI agent actions before execution
mcpcrescita misurataMeasured age: 22 days-0.5 stelle GitHub per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Apri fonte ↗Installa
claude mcp add mcp -- npx @decionis/mcp530stelle GitHub-3 (-0.56 %) - 20Attivo
SkillCorpus
SkillOpen-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
githubcrescita misurataMeasured age: 25 days33.17 stelle GitHub per day over 6 days
Daily change decreased by 2.38 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 39/100Apri fonte ↗Installa
git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus525stelle GitHub+199 (+61.0 %) - 21Attivo
marketing-os
SkillAn entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18-tactic hook engine, copy graded before you see it, ad diagnosis, GEO, email, launches, pricing. Works in Claude, Codex and Cursor.
githubcrescita misurataMeasured age: 18 days8.67 stelle GitHub per day over 6 days
Daily change increased by 0.53 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 32.4/100Apri fonte ↗Installa
git clone https://github.com/Yuzzyuk/marketing-os ~/.claude/skills/marketing-os476stelle GitHub+52 (+12.3 %) - 22Attivo
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.
githubcrescita misurataMeasured age: 6 days84.59 stelle GitHub per day over 5 days
Daily change decreased by 34.29 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 57.9/100Apri fonte ↗465stelle GitHub+423 (+1007.1 %) - 23Attivo
simplify-codebase
SkillProve and remove accidental codebase complexity without breaking behavior.
githubcrescita misurataMeasured age: 12 days14.67 stelle GitHub per day over 6 days
Daily change decreased by 5.97 stelle GitHub/day between the last two measured intervals.
Descriptive emergence index : 37.4/100Apri fonte ↗Installa
git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase435stelle GitHub+88 (+25.4 %)
Risorse didattiche e di riferimento
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.
- 1AttivoApri fonte ↗
breakscale
AltroBuild a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.
githubRisorsacrescita misurata1 045stelle GitHub+284 (+37.3 %) - 2AttivoApri fonte ↗
A source-grounded course and architectural reference for engineers designing systems that must survive real traffic, partial failure, security review, and changing requirements, spanning enterprise system design, distributed systems, AI…
githubRisorsacrescita misurata591stelle GitHub+6 (+1.0 %)