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Backtesting Frameworks For Trading Strategies

backtesting-frameworks

sickn33/antigravity-awesome-skills

This skill guides the construction of robust, production-grade backtesting systems for financial trading strategies. It helps users systematically validate performance, avoid common biases (like look-ahead bias), and implement advanced techniques such as walk-forward analysis, ensuring reliable performance estimates before live deployment.

Backtesting Trading Strategies Framework

backtesting-trading-strategies

jeremylongshore/claude-code-plugins-plus-skills

This comprehensive framework allows users to validate and test both crypto and traditional trading strategies against extensive historical market data. It calculates essential performance metrics (Sharpe Ratio, Sortino Ratio, Max Drawdown), simulates trade execution, generates equity curves, and includes advanced parameter grid search optimization tools for robust strategy validation.

Bash Defensive Programming Patterns

bash-defensive-patterns

sickn33/antigravity-awesome-skills

This guide provides comprehensive techniques for writing highly robust, production-grade Bash scripts. It covers advanced error handling, input validation, and safety best practices essential for building reliable CI/CD pipelines, system administration utilities, and mission-critical automation scripts that must handle edge cases gracefully.

Bash Script Helper

bash-script-helper

jeremylongshore/claude-code-plugins-plus-skills

Bash Script Helper automatically assists with foundational DevOps bash scripting tasks, guiding users through best practices, pattern explanations, and producing ready-to-use code or configurations while validating outputs.

Robust Bash Scripting Workflow Guide

sickn33/antigravity-awesome-skills

A comprehensive, multi-phase workflow designed for creating production-ready Bash scripts. This guide covers the entire development lifecycle, including defensive pattern implementation, structured error handling (traps, retry logic), logging strategies, rigorous unit testing using Bats, and professional documentation. Ideal for system administration, CI/CD automation, and core DevOps scripting.

Batch File Processor

batch-file-processor

jeremylongshore/claude-code-plugins-plus-skills

Provides automated guidance for batch file processor tasks in business automation, covering workflow automation, email handling, spreadsheet operations, and process optimization while generating production-ready code and validating outputs.

Batch Inference Pipeline

batch-inference-pipeline

jeremylongshore/claude-code-plugins-plus-skills

Guides ML teams through automated batch inference pipelines, suggesting best practices, monitoring and production readiness, and generating code and configs for deployment.

Beam Pipeline Builder

beam-pipeline-builder

jeremylongshore/claude-code-plugins-plus-skills

Automates beam pipeline builder tasks by guiding best practices, generating production-ready code, and validating ETL, transformation, orchestration, and streaming workflows.

Forceful, Timeless English Prose Style

beautiful-prose

sickn33/antigravity-awesome-skills

This skill generates highly disciplined, forceful, and timeless English prose, specifically designed to bypass modern AI writing clichés and filler language. It is ideal for essays, literary rewrites, or demanding analytical writing that requires sharp, concrete, and confident phrasing. It enforces strict rules against common AI cadences, therapeutic fluff, and vague transitions, ensuring the output is muscular and substantive.

Adaptive AI Operating Modes

behavioral-modes

sickn33/antigravity-awesome-skills

This skill defines structured behavioral frameworks (e.g., Brainstorm, Implement, Debug, Review, Teach, Ship) to guide the AI's output and approach based on the specific task phase. It optimizes performance by ensuring the AI adopts the correct mindset and output format—from initial ideation to final deployment—guaranteeing systematic, high-quality results across the entire development lifecycle.

Benchmark Suite Creator

benchmark-suite-creator

jeremylongshore/claude-code-plugins-plus-skills

Guides performance engineers through defining, coding, and validating benchmark suites for load, stress, and performance monitoring scenarios, following established best practices and standards.

BigQuery ML Creator

bigquery-ml-model-creator

jeremylongshore/claude-code-plugins-plus-skills

Automated GCP skill that activates when you ask about BigQuery ML model creator tasks, delivering best-practice guidance, production-ready code, and validation for compute, storage, BigQuery, Vertex AI, and other platform services.

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