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aradotso/toon-format

Token-Oriented Object Notation (TOON) 的專家技能——一種緊湊、具備結構感知能力的 JSON 編碼方式,專為 LLM 提示詞設計,可減少約 40% 的 token 用量。

toon-format 是什麼?

這項技能專注於 Token-Oriented Object Notation (TOON),這是一種專門設計來最佳化 LLM 提示詞的 JSON 編碼格式。TOON 透過壓縮不必要的冗餘和利用結構感知的壓縮技術,能夠減少約 40% 的 token 用量。這項技能支援多種開發平台與 AI 代理工具(如 Claude Code、Cursor、Codex 等),協助開發者以更少的 token 傳遞相同結構的資料。使用 TOON 時,開發者可以定義結構(schema),並讓 TOON 自動將 JSON 物件編碼成更精簡的形式,同時保留完整的語意與資料完整性。這不僅降低了 API 成本,也提升了 LLM 回應的速度與效率。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/aradotso/trending-skills/tree/main/skills/toon-format

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說明文件

toon-format 是做什麼的?

Token-Oriented Object Notation (TOON) 的專家技能——一種緊湊、具備結構感知能力的 JSON 編碼方式,專為 LLM 提示詞設計,可減少約 40% 的 token 用量。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

aradotso/724-office-ai-agent

Self-evolving AI agent system with 26 tools, three-layer memory, MCP plugins, and 24/7 self-repair in pure Python.

aradotso/agency-agents-ai-specialists

A collection of specialized AI agent personalities for Claude Code, Cursor, Aider, Windsurf, and other AI coding tools — covering engineering, design, marketing, sales, and more.

aradotso/agent-browser-automation

Headless browser automation CLI for AI agents using native Rust binary with Chrome DevTools Protocol

aradotso/antigravity-manager

AI coding agent skill for Antigravity Manager — a Tauri v2 + Rust desktop app and Docker service that manages multiple Google/Anthropic accounts and proxies them as standard OpenAI/Anthropic/Gemini API endpoints with intelligent account rotation.

aradotso/aracli-deploy-management

Guide to deploying and managing OpenClaw-compatible AI agent systems across cloud, bare metal, and hybrid infrastructure.

aradotso/autoresearchclaw-autonomous-research

Fully autonomous research pipeline that turns a topic idea into a complete academic paper with real citations, experiments, and conference-ready LaTeX.

aradotso/autoresearch-genealogy

Structured prompts, vault templates, and autonomous research workflows for AI-assisted genealogy using Claude Code.

aradotso/brreg

Search and retrieve Norwegian company data from Brønnøysundregistrene (the Norwegian Business Registry). Access all ~1.2 million registered companies in Norway.

aradotso/chrome-cdp-live-browser

Give AI agents access to your live Chrome session via CDP — interact with open tabs, logged-in accounts, and current page state

aradotso/claude-hud-statusline

A Claude Code plugin that displays a real-time HUD showing context usage, active tools, running agents, and todo progress in your terminal statusline.

aradotso/claude-peers-mcp

Enable multiple Claude Code instances to discover each other and exchange messages in real-time via a local broker daemon and MCP server.

aradotso/clui-cc-claude-overlay

Command Line User Interface for Claude Code — a floating macOS desktop overlay with multi-tab sessions, permission approval UI, voice input, and skills marketplace.

aradotso/cmux-terminal-multiplexer

AI-native terminal multiplexer with programmable socket API, full Playwright-equivalent browser automation, and agent team coordination — built for Claude Code and autonomous agent workflows

aradotso/code-review-graph

Build a persistent knowledge graph of your codebase so Claude reads only what matters — up to 49x fewer tokens on coding tasks.

aradotso/codex-autoresearch-loop

Self-directed iterative research skill for Codex that continuously cycles through modify, verify, retain or discard, and repeat until a measurable goal is reached.

aradotso/copaw-ai-assistant

Personal AI assistant framework supporting multiple chat channels (DingTalk, Feishu, QQ, Discord, etc.) with extensible skills, local/cloud deployment, and cron scheduling.

aradotso/corridorkey-green-screen

AI-powered green screen keyer that unmixes foreground colors and generates clean linear alpha channels using neural networks

aradotso/crucix-intelligence-dashboard

Personal intelligence agent that aggregates 27 OSINT data sources into a self-hosted Jarvis-style dashboard with Telegram/Discord bots, LLM analysis, and real-time alerts.

aradotso/daily-stock-analysis

LLM-powered A/H/US stock intelligent analysis system with multi-source data, real-time news, AI decision dashboards, and multi-channel push notifications via GitHub Actions.

aradotso/deepseek-ocr

Expert skill for using DeepSeek-OCR, a vision-language model for optical character recognition with context optical compression supporting documents, PDFs, and images.

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