Use when building or reviewing an HTTP service's plumbing.
Use when mapping the end-to-end lifecycle of a Review of Economic Dynamics (RED) manuscript — from confirming dynamic/quantitative scope…
Renders realistic, high-fidelity Reddit post UI components optimized for social media sharing and video overlays.
Drafts genuine, non-marketing Reddit POSTS (top-level submissions) for systemprompt.io.
Daily follow-up on Reddit engagement. Reads recent reddit-monitor reports, checks each URL for replies to our comments, and drafts…
On-demand audit and targeted upgrade of an existing website or app's design.
Apply when integrating a new requirement into an existing design.
Designs, implements, and reviews production-grade Redis architectures for caching, distributed locking, rate limiting, and session…
Enforces safe Redis operation patterns and performance best practices across multiple programming languages to prevent production outages.
Enforces Redis best practices and safety standards across multiple languages to prevent performance bottlenecks and memory leaks.
Redis caching, sessions, and queue driver in WordPress via Acorn — lando redis-cli, Cache::remember(), Cache::tags(), cache invalidation…
Use when the user wants to remove unused #include directives from a WebKit source directory (bmalloc, WTF, JavaScriptCore, WebCore…
Remove repeated boilerplate across sections (methodology disclaimers, generic transitions, repeated summaries) while preserving citations…
Multi-target refactoring orchestrator. Use when: cleaning up messy code/docs, simplifying code, restructuring documents, batch cleanup…
Executes automated project-wide refactoring with a focus on cross-file optimization.
Refactor avoidable React useEffect usage in Langfuse frontend code.
Ensures code integrity during refactoring by providing comprehensive safety checklists and comparative validation protocols.
Identify and apply targeted refactoring improvements to existing code without changing behavior
Use when refactoring code - tracks the refactor in task docs and preserves behavior through small verified changes
Use when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission.
Use when pre-empting the objections a Financial Management (FM) referee is likely to raise, before pressing submit — red-teaming the paper…