Visualizzazione post con etichetta automation. Mostra tutti i post
Visualizzazione post con etichetta automation. Mostra tutti i post

giovedì 21 maggio 2026

πŸš€ CLI-Anything: Making All Software Agent-Native

πŸš€ CLI-Anything: Making All Software Agent-Native

lang:en


πŸ€– Today's Software Serves Humans. Tomorrow's Users Will Be AI Agents

CLI-Anything is an open-source platform that transforms any software into an AI-agent-ready tool. With a single command, it generates complete CLI interfaces for existing applications, bridging the gap between artificial intelligence and the world of software.

The project was born from a simple yet powerful idea: the command line is the universal interface — for humans and for agents alike.


πŸš€ Key Features

  • πŸš€ Automated CLI harness generation for existing software — just point to the project directory and the system builds a complete interface in 7 phases
  • πŸ€– CLI-Hub — a central registry to discover, install and manage hundreds of community-built CLIs with a single command
  • πŸ’» Multi-platform support — GIMP, Blender, LibreOffice, Zotero, Calibre, QGIS, Inkscape, MuseScore, Godot and many more
  • Compatibility with all major AI agents — Claude Code, Pi, OpenClaw, Codex, GitHub Copilot CLI and others
  • 🎯 7-phase approach — analysis, design, implementation, SKILL.md generation, testing, validation and publishing
  • 🧠 Structured JSON output — perfect for ML models and automation without complex parsing
  • πŸ”§ Over 2,269 tests passing — unit + end-to-end coverage for production reliability
  • πŸ“¦ Automatic SKILL.md — every generated CLI ships with an AI-discoverable skill definition

πŸ’» How It Works

  • πŸš€ A CLI harness is generated for the chosen software through a 7-phase pipeline covering code analysis, interface design, command implementation, testing and documentation
  • πŸ’‘ Each CLI offers a rich command interface with interactive REPL and built-in help
  • πŸ”— CLI-Hub enables automatic discovery and installation of new harnesses from the community
  • πŸ“¦ Every CLI includes SKILL.md with embedded documentation, command examples and expected output

🐍 Quick Start

  • πŸš€ pip install cli-anything — install CLI-Anything
  • πŸ’» /cli-anything ./gimp — generate a complete CLI harness for GIMP in a single command
  • πŸ”— pip install cli-anything-hub — enable CLI-Hub to discover and install CLIs from the community
  • πŸ“¦ cli-hub install <name> — install any CLI available in the registry

πŸ“Š Why CLI?

  • 🎯 Structured & composable — text commands match LLM format and chain together for complex workflows
  • Lightweight & universal — minimal overhead, works across all systems without heavy dependencies
  • 🧠 Self-documenting--help flags provide automatic documentation that agents can discover
  • πŸ† Deterministic results — predictable behavior for total reliability

πŸ† Results & Community

  • πŸ† 2,269 tests passing with unit + end-to-end coverage
  • 18+ supported applications with real demos — CAD, 3D scenes, diagrams, gameplay, subtitles and more
  • 🌐 Active community — open contributions, wishlist for new CLIs and a constantly updated public registry

πŸ‘‰ Discover the project on GitHub: https://github.com/HKUDS/CLI-Anything

⭐ If you find it useful, give the project a star!

sabato 16 maggio 2026

πŸš€ Crucix: Your Personal Intelligence Terminal

# πŸš€ Crucix ## Your Personal Intelligence Terminal — 27 Sources. One Command. Zero Cloud.

🎯 What is Crucix?

Crucix is an open-source intelligence agent that watches the world for you, aggregating data from 27 different OSINT sources — satellite imagery, radiation levels, conflict events, economic indicators, flight tracking, maritime activity and much more — into a single Jarvis-style dashboard, updated every 15 minutes.
πŸ’» Key Features

πŸ“Š Live Intelligent Dashboard
• 🌐 3D WebGL Globe with atmosphere, star field and smooth rotation — with flat map toggle
• πŸ”₯ 9 marker types: fire detection, air traffic, radiation sites, maritime chokepoints, OSINT events, health alerts, geolocated news, conflict events
• ✈️ Animated 3D flight corridor arcs between air traffic hotspots and global hubs
• πŸ“ˆ Real-time market data — indexes, crypto, energy, commodities via Yahoo Finance (no API key needed)
• ⚡ Risk gauges — VIX, high-yield spread, supply chain pressure index
• πŸ“‘ OSINT feed — posts from 17 Telegram intelligence channels (expandable)
• πŸ“° News ticker — RSS + GDELT + Telegram, auto-scrolling
• πŸ” Sweep Delta — live panel showing what changed since last cycle
• ☢️ Nuclear Watch — real-time radiation readings from Safecast + EPA RadNet
• πŸ›°️ Space Watch — CelesTrak satellite tracking: recent launches, ISS, military constellations, Starlink/OneWeb
• πŸ’‘ AI Ideas — trade ideas generated by LLM or signal-correlated

πŸ€– Telegram & Discord Bots (Two-Way)
/status — System health, last sweep, source status, LLM status
/sweep — Trigger a manual sweep
/brief — Compact summary of latest intelligence
/portfolio — Portfolio status (if connected Alpaca)
/alerts — Alert history with tiers
/mute / /mute 2h — Silence alerts for 1h (or custom duration)
/unmute — Resume alerts
/help — Show all available commands

🧠 Optional LLM Integration
8 supported providers: Anthropic Claude, OpenAI, Google Gemini, OpenRouter, OpenAI Codex, MiniMax, Mistral, Grok
AI trade ideas — quantitative analyst producing 5-8 actionable ideas
Smarter alerts — FLASH/PRIORITY/ROUTINE classification with cross-domain correlation
Auto fallback — when LLM is unavailable, rule-based engine takes over without crashes

πŸ“¦ Flexible Deployment
Node.js — just npm install and npm run dev (only Express as dependency)
Dockerdocker compose up -d for instant deploy
Zero API keys — works with 18+ sources without authentication
Minimum requirements — Node.js 22+

πŸ“Š 27 Data Sources Organized in 5 Tiers
Tier 1 — OSINT & Geopolitics (11): GDELT, OpenSky, NASA FIRMS, Maritime/AIS, Safecast, ACLED, ReliefWeb, WHO, OFAC, OpenSanctions, ADS-B Exchange
Tier 2 — Economic & Financial (7): FRED, US Treasury, BLS, EIA, GSCPI, USAspending, UN Comtrade
Tier 3 — Weather, Environment, Tech, Social, SIGINT (7): NOAA/NWS, EPA RadNet, USPTO, Bluesky, Reddit, Telegram, KiwiSDR
Tier 4 — Space & Satellites (1): CelesTrak
Tier 5 — Live Market Data (1): Yahoo Finance

πŸ”§ Design Principles
Pure ESM — every file is .mjs with explicit imports
Minimal dependencies — only Express as runtime dependency
Parallel execution — all 27 sources via Promise.allSettled()
Graceful degradation — missing keys = structured errors, not crashes
Standalone sources — each source is independently testable

πŸ† Quick Start

git clone https://github.com/calesthio/Crucix.git
cd Crucix
npm install
cp .env.example .env
npm run dev

πŸ‘‰ Check out Crucix and star it on GitHub:
⭐ https://github.com/calesthio/Crucix

πŸ”— Live demo: https://www.crucix.live/
⚡ 9.9k+ stars on GitHubπŸ“œ AGPL-3.0 License

πŸš€ Crucix: Il Tuo Terminale di Intelligence Personale

# πŸš€ Crucix ## Il Tuo Terminale di Intelligence Personale — 27 Fonti. Un Comando. Zero Cloud.

🎯 Cos'è Crucix?

Crucix Γ¨ un agente di intelligence open-source che monitora il mondo per te, aggregando dati da 27 fonti OSINT diverse — immagini satellitari, livelli di radiazioni, eventi di conflitto, indicatori economici, tracciamento voli, attivitΓ  marittima e molto altro — in un unico dashboard stile Jarvis, aggiornato ogni 15 minuti.
πŸ’» Caratteristiche Principali

πŸ“Š Dashboard Live Intelligente
• 🌐 Globo 3D WebGL con atmosfera, campo stellare e rotazione fluida — con toggle mappa piatta
• πŸ”₯ 9 tipi di marker: rilevamento incendi, traffico aereo, siti di radiazioni, chokepoint marittimi, eventi OSINT, alert sanitari, notizie geolocate, eventi di conflitto
• ✈️ Arci di volo 3D animati tra hotspot del traffico aereo e hub globali
• πŸ“ˆ Dati di mercato in tempo reale — indici, crypto, energia, commodities via Yahoo Finance (senza API key)
• ⚡ Gauge di rischio — VIX, spread high-yield, indice pressione supply chain
• πŸ“‘ Feed OSINT — post da 17 canali Telegram intelligence (expandable)
• πŸ“° News ticker — RSS + GDELT + Telegram, auto-scrolling
• πŸ” Sweep Delta — panel live che mostra cosa Γ¨ cambiato dall'ultimo ciclo
• ☢️ Nuclear Watch — letture radiazioni in tempo reale da Safecast + EPA RadNet
• πŸ›°️ Space Watch — tracciamento satelliti CelesTrak: lanci recenti, ISS, costellazioni militari, Starlink/OneWeb
• πŸ’‘ Ideas AI — trade ideas generate dall'LLM o correlate ai segnali

πŸ€– Bot Telegram e Discord (Due Vie)
/status — Salute sistema, ultimo sweep, stato sorgenti, stato LLM
/sweep — Trigger manuale di uno sweep
/brief — Riepilogo compatto dell'intelligence piΓΉ recente
/portfolio — Stato portfolio (se connesso Alpaca)
/alerts — Cronologia alert con tier
/mute / /mute 2h — Silenzia alert per 1h (o durata personalizzata)
/unmute — Riattiva alert
/help — Mostra tutti i comandi disponibili

🧠 Integrazione LLM (Opzionale)
8 provider supportati: Anthropic Claude, OpenAI, Google Gemini, OpenRouter, OpenAI Codex, MiniMax, Mistral, Grok
Trade ideas AI — analista quantitativo che produce 5-8 ideas azionabili
Alert smarter — classificazione FLASH/PRIORITY/ROUTINE con correlazione cross-domain
Fallback automatico — quando l'LLM non Γ¨ disponibile, il motore rule-based subentra senza crash

πŸ“¦ Deployment Flessibile
Node.js — basta npm install e npm run dev (solo Express come dipendenza)
Dockerdocker compose up -d per deploy immediato
Zero API keys — funziona con 18+ fonti senza autenticazione
Requisiti minimi — Node.js 22+

πŸ“Š 27 Fonti Dati Organizzate in 5 Tier
Tier 1 — OSINT & Geopolitica (11): GDELT, OpenSky, NASA FIRMS, Maritime/AIS, Safecast, ACLED, ReliefWeb, WHO, OFAC, OpenSanctions, ADS-B Exchange
Tier 2 — Economico & Finanziario (7): FRED, US Treasury, BLS, EIA, GSCPI, USAspending, UN Comtrade
Tier 3 — Meteo, Ambiente, Tech, Social, SIGINT (7): NOAA/NWS, EPA RadNet, USPTO, Bluesky, Reddit, Telegram, KiwiSDR
Tier 4 — Spazio & Satelliti (1): CelesTrak
Tier 5 — Market Data Live (1): Yahoo Finance

πŸ”§ Design Principles
Pure ESM — ogni file Γ¨ .mjs con import espliciti
Minimal dependencies — solo Express come runtime
Esecuzione parallela — tutte le 27 sorgenti in Promise.allSettled()
Graceful degradation — chiavi mancanti = errori strutturati, non crash
Source standalone — ogni sorgente Γ¨ testabile indipendentemente

πŸ† Quick Start

git clone https://github.com/calesthio/Crucix.git
cd Crucix
npm install
cp .env.example .env
npm run dev

πŸ‘‰ Scopri Crucix e dagli una stella:
⭐ https://github.com/calesthio/Crucix

πŸ”— Demo live: https://www.crucix.live/
⚡ 9.9k+ stelle su GitHubπŸ“œ Licenza AGPL-3.0

giovedì 14 maggio 2026

Skyvern: Automatizza workflow basati su browser con AI

πŸ€– Skyvern: Automatizza workflow basati su browser con AI

Skyvern Γ¨ uno strumento open source che automatizza i workflow basati su browser sfruttando LLM (Large Language Models) e Computer Vision. In pratica, permette di automatizzare compiti ripetitivi su qualsiasi sito web senza dover scrivere codice personalizzato.

🎯 Come funziona

Invece di usare selettori XPath tradizionali che si rompono quando un sito cambia l'aspetto, Skyvern usa agenti AI che "vedono" la pagina e comprendono i contenuti, mappando gli elementi visivi alle azioni necessarie.

È ispirato al design dei task-driven autonomous agent come BabyAGI e AutoGPT, ma con l'aggiunta di poter interagire con i siti web tramite librerie di browser automation come Playwright.

✨ FunzionalitΓ  principali

  • AI-Powered Page Commands - Usa natural language per interagire con elementi (click, fill, extract, validate)
  • Task & Workflow - Crea task singoli o workflow multi-step concatenati
  • Data Extraction - Estrai dati strutturati da pagine web con JSON schema
  • File Downloading - Scarica automaticamente file dai siti
  • Authentication Support - Supporta 2FA (TOTP, email, SMS) e integrazioni con password manager (Bitwarden, 1Password, LastPass)
  • Live Streaming - Vedi in tempo reale cosa sta facendo Skyvern sul browser
  • Multi-LLM Support - OpenAI, Anthropic, Gemini, Ollama, OpenRouter e altri

πŸ› ️ Opzioni di installazione

  • Skyvern Cloud - Versione gestita su app.skyvern.com (no infrastruttura da gestire)
  • Local Setup - Con pip install skyvern o Docker Compose
  • SDK - Python e TypeScript con API compatibili con Playwright

Per saperne di piΓΉ visita: https://github.com/Skyvern-AI/skyvern

License: AGPL-3.0

Stars: 21.6k

Versione: 1.0.36 (2026-05-10)

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