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DevOps

Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.

Documentation

Extract historical content from STATE.md into cycle files (burst logs, adversary passes, session checkpoints, lessons). Slims STATE.md to <200 lines.

Data & AI

Provides data validation patterns for custom business rules, including validation functions, test assertions, and schema evolution. Useful for data engineers building validation pipelines with checks like duplicates, referential integrity, and date ranges.

Data & AI

Evaluates cached stock data freshness and routes analysis pipelines. Reads staleness rules, calculates days since last analysis, and determines if data can be reused or needs fresh collection.

Documentation

Expert C4 Code-level documentation specialist that analyzes code directories to create comprehensive documentation including function signatures and dependencies.

Development

Master modern JavaScript (ES6+) with functional programming patterns and best practices for clean, maintainable, performant code.

Testing

Run a strict verification gate after implementation; provide evidence from tests/checks.

Development

Perform static analysis and line-by-line review of full-stack code, detect correctness, performance, and quality issues, and generate a report.

Development

Multi-dimensional code assessment covering security, quality, performance, and maintainability with 80% confidence threshold.

Documentation

Creates timestamped log entries to document discoveries, meetings, code reviews, articles, or significant events. Structures information with a summary, event type, sources, and tags, then saves the file to `docs/log/` with a date-based filename and descriptive slug.

Documentation

Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals.

Testing

Systematically QA test a web application and fix bugs found. Runs QA testing, then iteratively fixes bugs in source code, committing each fix atomically and re-verifying.