stefan-jansen/machine-learning-for-trading
Instructions file GitHub Copilot
Instructions for stefan-jansen/machine-learning-for-trading, covering repository conventions for code review, prose and comment style, notebooks, data schema and results and dataframes.
stefan-jansen/claude-code-toolkit
Command
Initialize Claude Code configuration for a new project.
stefan-jansen/claude-code-toolkit
Agent
Validates backtesting execution realism, transaction costs, and market microstructure modeling.
stefan-jansen/claude-code-toolkit
Agent
Validates data integrity, feature engineering, and model training to prevent look-ahead bias and survivorship errors.
stefan-jansen/claude-code-toolkit
Agent
Validates risk controls, position sizing, and production safety mechanisms for deployment readiness.
stefan-jansen/claude-code-toolkit
Skill Claude CodeCodex
Simplification and readability techniques. Use when writing for broad audiences or simplifying complex content. Covers active voice, short sentences, jargon elimination, and accessibility principles from the Plain Language Movement.
stefan-jansen/claude-code-toolkit
Skill Claude CodeCodex
Hierarchical content structure - answer first, then supporting arguments, then details.
stefan-jansen/claude-code-toolkit
Skill Claude CodeCodex
Narrative structure for complex topics - Situation, Complication, Question, Answer.
stefan-jansen/claude-code-toolkit
Plugin Claude Code
Production-ready workflow framework for Claude Code - structured development patterns, work management, and quality automation.
stefan-jansen/claude-code-toolkit
Plugin Claude Code
Code development and quality assurance tools - analyze, test, fix, review.
stefan-jansen/claude-code-toolkit
Agent
System design and architectural decisions specialist with structured reasoning.
stefan-jansen/claude-code-toolkit
Agent
Code review, documentation quality, security audit, and quality assurance specialist with structured reasoning and semantic code analysis.
stefan-jansen/claude-code-toolkit
Agent
Test creation, coverage analysis, and quality assurance specialist with semantic code understanding.
stefan-jansen/claude-code-toolkit
Command
Analyze project structure and architecture.
stefan-jansen/claude-code-toolkit
Command
Unified documentation operations - fetch external, search all, and generate project docs.
stefan-jansen/claude-code-toolkit
Command
Universal debugging and fix application with semantic code analysis.
stefan-jansen/claude-code-toolkit
Command
Unified git operations - commits, pull requests, and issue management.
stefan-jansen/claude-code-toolkit
Command
Package codebase for external review using RepoMix.
stefan-jansen/claude-code-toolkit
Command
Code review: bugs, design flaws, dead code, with prioritized action plan.
stefan-jansen/claude-code-toolkit
Command
Test-driven development workflow using test-engineer agent.
stefan-jansen/claude-code-toolkit
Plugin Claude Code
Active memory management and maintenance for Claude Code framework.
stefan-jansen/claude-code-toolkit
Command
Create persistent project understanding via PROJECTMAP.md.
stefan-jansen/claude-code-toolkit
Command
Garbage collection for stale memory entries - identify and clean up obsolete content.
stefan-jansen/claude-code-toolkit
Command
Display current memory state with timestamps, sizes, and staleness indicators.