sjawhar

Re-anchor work on the original user goal when scope drifts.

Stop goal evasion and require immediate remediation paths.

Use when buying groceries, shopping on smrey.com, or placing delivery orders from Supermercados Rey.

Run end-to-end verification now and provide evidence before any completion claim.

Find subtle bugs, edge cases, and potential failure modes in recently written code. Use after implementing a feature to stress-test the logic. Excels at adversarial thinking.

Background agent that maintains and updates CLAUDE.md files based on project changes. Invoked at session start and after major milestones (feature completion, refactoring, new dependencies, architecture changes). Works independently without interrupting other agents.

Design system architecture, make structural decisions, evaluate trade-offs between approaches. Use when balancing simplicity with extensibility, decomposing complex modules, or choosing technologies.

Review code for adherence to project guidelines, style guides, and best practices. Use proactively after writing or modifying code, especially before committing changes or creating pull requests.

Analyze code for simplification opportunities: abstractions, unnecessary complexity, more elegant solutions. Use after writing substantial code to ensure it's as clean and maintainable as possible.

Run code quality agents on recent changes

Use when scraping websites, extracting structured data from listing sites, running prebuilt scrapers/actors, or automating stubborn web research workflows. Make sure to use this whenever apartment hunting, marketplace scraping, anti-bot-resistant extraction, or batch website data collection would benefit from a dedicated scraping platform rather than ad hoc browser clicks.

Use when browsing websites, clicking elements, filling forms, taking screenshots, reading page content, or automating browser interactions via BrowserMCP

Harden an EC2 instance used as a development machine

Collaborative code review: you narrate, Claude tracks, challenges your ideas, then we generate a friendly GitHub review together