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This GitHub repository provides production-grade engineering skills designed to guide AI coding agents through standard development lifecycles. It encodes the workflows, quality gates, and best practices typically used by senior engineers into a structured format. The package includes eight slash commands that map to phases like spec, build, test, and ship, ensuring agents follow consistent protocols.

• Encodes senior engineer workflows into reusable skills for AI agents
• Provides 8 slash commands mapping to the full dev lifecycle
• Ensures consistent application of quality gates and best practices
• Helps standardize AI agent behavior across spec, build, test, and ship phases

This tool parses multi-language codebases using Tree-sitter to construct a unified knowledge graph stored in Memgraph. It enables natural language queries, edits, and optimizations across mixed-language monorepos under a single schema. Recent updates include automated release news and expanded support for Ruby via a pluggable ast-grep tier.

• Uses Tree-sitter for precise AST parsing across multiple programming languages.
• Stores structural data in Memgraph to enable complex graph-based queries.
• Supports natural language interaction for code understanding and modification.
• Introduces Ruby support via a new pluggable ast-grep integration layer.

This GitHub repository provides an LLM-powered system for analyzing stocks across A-share, HK, US, and other Asian markets. It aggregates multi-source market data and real-time news to generate AI decision reports, including ratings and risk alerts. The tool supports automated scheduling via GitHub Actions and Docker, pushing results to platforms like WeChat Work, Telegram, or email.

• Covers A-share, HK, US, JP, KR, TW stocks with technical and fundamental data
• Generates AI reports with scores, trends, and risk alerts using LLMs
• Supports automated runs via GitHub Actions, Docker, or local schedulers
• Pushes decision dashboards to WeChat, Telegram, Discord, Slack, or email
• Includes web desktop for manual analysis, backtesting, and config management