A professional-grade toolkit for architecting, debugging, and optimizing elite TradingView indicators and strategies using the latest Pine Script standards.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install pinescript-mastery
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install pinescript-mastery using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Pine Script Mastery?
Pine Script Mastery is a specialized technical framework designed for the Openclaw Skills ecosystem, transforming AI agents into expert quantitative developers. It provides a comprehensive methodology for creating high-performance trading tools, covering everything from basic indicators to complex multi-factor strategy architectures.
The skill is fully updated for 2025, supporting both Pine Script v5 for maximum compatibility and the cutting-edge v6 engine. By following strict quality standards and execution protocols, it ensures that every script produced is not only functional but also secure, readable, and ready for publication on the TradingView platform.
Pine Script Mastery Use Cases
- Creating custom technical indicators to visualize unique market data and price action.
- Architecting automated trading strategies with integrated backtesting and performance metrics.
- Porting legacy Pine Script v4 codebases to modern v5 or v6 standards.
- Debugging complex logic errors and eliminating repainting issues in existing scripts.
- Designing robust risk management modules including ATR-based position sizing and trailing stops.
How Pine Script Mastery Works
- Request Classification: The skill identifies if the task is an indicator, strategy, library, or debug request and selects the optimal Pine Script version (v5 or v6).
- Intelligence Gathering: It extracts critical market context such as asset class, timeframe, and specific entry/exit logic before writing code.
- Architecture Design: For strategies, it builds a signal stack and a risk stack to ensure logical consistency and capital protection.
- Production Coding: Code is generated following a strict structural order, including input groups, core calculations, and visual elements.
- Validation: Every output undergoes a rigorous checklist to prevent lookahead bias, division by zero, and syntax errors.
- Contextual Delivery: The final script is delivered with usage instructions, optimization hints, and mandatory risk disclosures.
Pine Script Mastery Setup
To integrate this skill into your Openclaw Skills workflow, ensure your environment is configured for Pine Script development:
# Initialize the Pine Script Mastery skill within your agent environment
openclaw install pinescript-mastery
# Review the quality standards before initiating a build
cat skills/pinescript-mastery/references/quality-standards.md
Pine Script Mastery Data Schema & Taxonomy
The skill utilizes a structured reference architecture to maintain high code quality and technical accuracy:
| Reference Component | Purpose | Key Data Points |
|---|---|---|
| language-mastery.md | Syntax Guide | v5/v6 built-ins, 2025 updates, and scope rules. |
| strategy-design.md | Logic Framework | Signal stacks, trend filters, and entry/exit architecture. |
| risk-management.md | Safety Systems | Position sizing (Kelly, ATR), SL/TP, and drawdown control. |
| quality-standards.md | Compliance | Documentation rules, anti-patterns, and publication checklists. |
Pine Script Mastery Advanced Features
- Multi-Timeframe (MTF) Analysis: Seamlessly integrate data from higher timeframes without repainting using confirmed security calls.
- Dynamic Request Handling: Leverage Pine Script v6 features for dynamic data feed calls within loops and conditionals.
- Custom Dashboard Integration: Generate real-time on-chart tables to track signal status and strategy performance.
- Automated Alert Systems: Pre-configured alert conditions using confirmed bar states to prevent false signals.
- Teaching Mode: Interactive explanations that break down complex quantitative concepts into minimal, actionable code examples.
SKILL.md
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