# What's New in Trading AI Agent Skills 📈🚀
### Catatan Rilis & Pembaruan Fitur Lintas Versi / Release Notes & Changelog

*Read this in other languages: [English](#english), [Bahasa Indonesia](#bahasa-indonesia).*

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## 🇮🇩 Bahasa Indonesia

### 🌟 Rilis v1.3.0 (Oktober 2026) — Universal One-Click Installer & OpenCode Ecosystem

Kami merilis pembaruan besar sistem distribusi mandiri yang memungkinkan pengguna memasang seluruh 13 sub-skills trading ke semua AI Agent dengan **satu klik saja** tanpa setup manual yang rumit:

#### ⚡ 1. One-Click Standalone Binary Installer (.EXE, .BAT, .SH)
- **Native C# Windows Binary (`Trading-Skills-Installer.exe`)**: Dikompilasi menggunakan compiler bawaan Windows (`csc.exe` v4.0.30319) sehingga menghasilkan biner mandiri (~9.7 KB) tanpa memerlukan runtime berat atau Visual Studio.
- **Windows Batch Script (`Install-Trading-Skills.bat`)**: Alternatif skrip otomatisasi CLI Windows dengan dukungan encoding UTF-8 (chcp 65001).
- **macOS / Linux Shell Installer (`install.sh`)**: Skrip bash multi-platform dengan fallback installer otomatis.
- **Akses Langsung via GitHub Releases**: Seluruh biner dan skrip tersedia di halaman rilis resmi: [GitHub Releases](https://github.com/lensetek/Trading-AI-Agent-Skills/releases).

#### 🤖 2. OpenCode CLI Auto-Provisioning & Desktop GUI Integration
- **Pendeteksian & Auto-Install OpenCode CLI**: Installer secara otomatis mengecek keberadaan `@opencode/cli`. Bila belum terpasang, installer akan memasangnya secara otomatis ke sistem via `npm install -g @opencode/cli`.
- **Registrasi Global Skills (`npx skills add -g`)**: Mendaftarkan seluruh 13 sub-skills secara global ke sistem mesin pengguna sehingga langsung dikenali oleh seluruh AI Coding Assistant (**Google Antigravity, Claude Code, Cursor, Codex, OpenCode, ChatGPT**).
- **Jembatan OpenCode Desktop GUI**: Installer memberikan opsi satu-klik untuk meluncurkan halaman unduh resmi [OpenCode Desktop](https://opencode.ai/download) bagi trader dan analis yang menginginkan antarmuka visual modern untuk memantau diff trading plan dan berganti model AI.

#### 🌐 3. Tombol Unduh Mandiri di Landing Page (`index.html`)
- Menambahkan kartu unduh installer sekali klik dengan kontras tinggi (*High-Contrast Light Mode*) di Hero Section landing page, memudahkan pengunjung mengunduh file `.exe` atau skrip `.bat` secara instan.

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### 🏛️ Rilis v1.2.0 (Oktober 2026) — Institutional Benchmark & Tri-Layer Engine

Pembaruan yang mentransformasikan suite ini menjadi mesin intelijen kuantitatif berstandar institusional:

#### 1. Kriteria Aksesibilitas MSCI & FTSE Governance
- **Evaluasi Beneficial Ownership (UBO)**: Audit transparansi kepemilikan saham di atas 1% untuk mencegah manipulasi kepemilikan semu (*High Shareholding Concentration / HSC*).
- **Free Float Minimum 15% (FIF)**: Filter kelayakan likuiditas institusional global sebelum merekomendasikan emiten saham.

#### 2. EIDO Arbitrage & Gap-Opening Predictor
- Menghitung deviasi imbal hasil penutupan ETF iShares MSCI Indonesia (NYSE: EIDO) untuk memproyeksikan pembukaan pasar (*Gap Up / Gap Down*) IHSG dan saham perbankan Big-4 (`BBCA`, `BBRI`, `BMRI`, `TLKM`).

#### 3. Deteksi Coordinated Trading & Wash Sale
- Algoritma membaca transaksi pita (*tape reading*) di `orderflow-tape-scalper` untuk mendeteksi transaksi melingkar antar-broker terafiliasi (*circular cross trading*) dan memfilter rasio volume palsu (*Wash Volume Ratio / WVR*).

#### 4. Tri-Layer Decision Engine & Plain-Language Verdict
- Arsitektur 3-lapis di `trading-orchestrator`:
  - *Layer 1 (Governance)*: Filter integritas emiten dan anti-manipulasi.
  - *Layer 2 (Macro Flow)*: Arah arus dana institusi global (MSCI, CFTC COT, ETF Inflows).
  - *Layer 3 (Micro Execution)*: Waktu eksekusi mikro, proyeksi kuantil TimesFM (P10-P90), dan optimasi sizing.
- Menghasilkan vonis tegas: `🟢 STRONG BUY`, `🟡 WAIT`, atau `🔴 AVOID` dengan *Confluence Score* (0-100%) dan *Invalidation Rule*.

#### 5. Standalone Mobile-View First Chart Server
- Server lokal mandiri berbasis FastAPI & Uvicorn ([`skills/mobile-chart-server/scripts/mobile_server.py`](file:///C:/Users/ACER/Documents/GitHub/Trading%20AI%20Agent%20Skills/skills/mobile-chart-server/scripts/mobile_server.py)) yang menampilkan candlestick interaktif TradingView Lightweight Charts, area bayangan proyeksi TimesFM, dan kalkulator risiko modal yang responsif di smartphone.

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### 🧬 Rilis v1.1.0 — Backtest Strategy Optimizer (Genetic Algorithm & Monte Carlo)

- **Sub-Skill ke-13: `backtest-strategy-optimizer`**:
  - **Vectorized Backtesting Engine**: Kecepatan simulasi tinggi dengan memperhitungkan komisi bursa nyata (0.15% beli, 0.25% jual di Saham IDX) dan model slippage.
  - **Genetic Algorithm (GA)**: Pencarian parameter indikator optimal secara heuristik (kromosom, crossover, mutasi adaptif) untuk mencegah jebakan lokal optimum.
  - **Walk-Forward Analysis (WFA)**: Uji buta bergulir (*rolling out-of-sample*) untuk mengukur *Walk-Forward Efficiency (WFE)* dan membasmi *overfitting*.
  - **Monte Carlo Stress Test (2.500+ Runs)**: Pengacakan urutan transaksi dan simulasi shock slippage untuk mengukur probabilitas *Risk of Ruin* dan rentang *95% & 99% Confidence Interval Maximum Drawdown*.

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### 📦 Rilis v1.0.0 — Fondasi 11 Sub-Skills Kuantitatif
- Peluncuran awal suite modular kuantitatif:
  - `trading-orchestrator`, `market-data-collector`, `browser-tape-interceptor` (CDP WebSocket sniffer), `orderflow-tape-scalper`, `timesfm-forecaster` (Google TimesFM zero-shot P10/P50/P90), `cftc-cot-tracker` (laporan CFTC COT komoditas ke IDX), `economic-news-trader` (NFP/CPI/BI-Rate shield), `technical-analyst`, `fundamental-macro-analyst`, `paper-trading-engine` (SQLite + auto-export Excel `.xlsx`), dan `agent-update-manager` (auto-update 24h cache).

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## 🇬🇧 English

### 🌟 Release v1.3.0 (October 2026) — Universal One-Click Installers & OpenCode Ecosystem

A major distribution upgrade introducing automated **one-click standalone installers** and direct **OpenCode CLI & Desktop** integration across all supported AI coding agents:

#### ⚡ 1. One-Click Standalone Binary Installers (.EXE, .BAT, .SH)
- **Native C# Windows Binary (`Trading-Skills-Installer.exe`)**: Compiled via standard Windows C# compiler (`csc.exe` v4.0.30319), producing a lightweight standalone executable (~9.7 KB) with zero Visual Studio dependency.
- **Windows Batch Script (`Install-Trading-Skills.bat`)**: Native Windows command-line script supporting UTF-8 code page (chcp 65001).
- **macOS / Linux Shell Installer (`install.sh`)**: Multi-platform bash script with automatic tool detection and graceful fallbacks.
- **Direct GitHub Releases Distribution**: Binaries and scripts are published on the official [GitHub Releases](https://github.com/lensetek/Trading-AI-Agent-Skills/releases).

#### 🤖 2. OpenCode CLI Auto-Provisioning & Desktop GUI Integration
- **Automated OpenCode CLI Setup**: Checks for `@opencode/cli` on the host machine and automatically provisions it globally via `npm install -g @opencode/cli`.
- **Global Skill Registration (`npx skills add -g`)**: Registers all 13 sub-skills globally, making them instantly accessible in any workspace across all major AI assistants (**Google Antigravity, Claude Code, Cursor, Codex, OpenCode, ChatGPT**).
- **OpenCode Desktop GUI Bridge**: Prompts users to download [OpenCode Desktop](https://opencode.ai/download) for an intuitive visual client to track trading plan diffs and switch models seamlessly.

#### 🌐 3. One-Click Landing Page Download Matrix
- High-contrast, Mobile-View First download action cards integrated directly into the Hero Section of [`index.html`](index.html).

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### 🏛️ Release v1.2.0 — Institutional Benchmark Governance & Tri-Layer Engine

- **MSCI & FTSE Accessibility Standards**: Beneficial ownership screening (UBO > 1%) and 15% minimum free float requirements (FIF).
- **EIDO Arbitrage Gap Predictor**: Tracks iShares MSCI Indonesia ETF (NYSE: EIDO) closing yield spreads to predict morning gap openings on the IDX.
- **Coordinated Trading & Wash Sale Detector**: Real-time tape algorithm identifying circular cross transactions and quantifying Wash Volume Ratios.
- **Tri-Layer Decision Engine**: Synthesizes Governance, Macro Capital Flows, and Micro Execution into decisive ratings (`🟢 STRONG BUY`, `🟡 WAIT`, `🔴 AVOID`).
- **Standalone Mobile-View First Chart Server**: Local FastAPI & Uvicorn server delivering real-time Lightweight Charts with dynamic trailing stop bands and TimesFM uncertainty fans.

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### 🧬 Release v1.1.0 — Backtest Strategy Optimizer (Genetic Algorithm & Monte Carlo)

- **Vectorized Backtesting**: Realistic broker commission and spread modeling.
- **Genetic Algorithm (GA)**: Evolutionary search heuristic for indicator parameters.
- **Walk-Forward Analysis (WFA)**: Out-of-sample forward verification preventing curve-fitting.
- **Monte Carlo Simulation (2,500+ Runs)**: Reshuffles trade sequences and models slippage variance to measure drawdown confidence intervals and Risk of Ruin.

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### 📦 Release v1.0.0 — Initial 11-Skill Quantitative Core
- Autonomous multi-market ingestion (Saham IDX, Crypto, Forex, Commodities).
- Google Research TimesFM probabilistic forecasting.
- CFTC Commitment of Traders (COT) institutional tracking.
- Browser tape sniffing via Chrome DevTools Protocol (CDP).
- Paper trading engine with automated Excel (`.xlsx`) journal exporter.
- 24-hour cached auto-update checker (`agent-update-manager`).