jochen-ai-rules

Project context engine for repo orientation, cached handoff, and task-focused code retrieval.

Create agent teams for parallel collaboration.

API architecture design and documentation for RESTful, GraphQL, and gRPC services.

Rapid prototyping tool for React interactive demos and single-file HTML artifacts.

Audit all .claude/*.md files for redundant instructions, verbose phrasing, and content that could move to memory.

Database architecture design, schema optimization, query performance tuning, and data migration.

Comprehensive full-stack development for web, mobile, and game projects.

CI/CD pipeline design, containerization, and infrastructure management.

Implement distinctive, production-grade frontend UI code with motion systems, local media assets, and conversion-aware copy.

Create structured manual handoff documents for context reset and resume in long-running development work.

MCP server development for AI agents.

Project context engine for repo orientation, cached handoff, and task-focused code retrieval.

Performance bottleneck identification and optimization.

Build 2D HTML5 games using Phaser with WebGL/Canvas rendering.

Product requirements analysis and planning for structured PRD outputs.

Comprehensive code quality assurance covering code review, testing strategies, and security auditing.

Review current conversation, analyze tasks, errors, and user feedback.

Conduct deep multi-round requirements interviews to produce executable SPEC, PRD, and PLAN drafts.

List all installed skills with line counts and analyze for improvement opportunities.

Standardized Test-Driven Development (TDD) cycle (RED-GREEN-REFACTOR-VERIFY).

Creates simple Three.js web apps with scene setup, lighting, geometries, materials, animations, and responsive rendering.

UI/UX design-system reasoning and UX quality audit skill.

Deploy projects to Vercel with one command.

Implementation planning specialist for complex features and refactoring.

Production code implementer that transforms plans into clean, maintainable code.

Code quality auditor focused on security, performance, and maintainability.

Deep root cause investigator for bugs and code issues.

CI/CD pipeline design, containerization, and infrastructure management specialist.

Performance bottleneck identification and optimization specialist.

Deep security audit specialist following OWASP guidelines.

Database migration specialist for schema changes and data integrity.

User story generator that transforms requirements into structured stories.

UI/UX designer that creates ASCII interface mockups and interaction flows.

Test-Driven Development specialist enforcing RED-GREEN-REFACTOR cycle.

Git worktree management - create isolated worktrees.

Analyze and fix build errors.

Create conventional commits with optional pre-commit checks.

Extract reusable patterns from sessions and save to memory.

Coordinate multi-agent workflows with review loops and structured handoffs.

Create implementation plans with risk assessment.

Clean up dead code, unused files, and improve organization.

Code review with quality audit for security, performance, and maintainability.

Test-driven development workflow with RED-GREEN-REFACTOR cycle.