Enforces Redis best practices and safety standards across multiple languages to prevent performance bottlenecks and memory leaks.
Enforces Redis best practices and safety standards to prevent production performance bottlenecks and data management risks.
Comprehensive guide for Redis state management including caching strategies, session management, pub/sub patterns, distributed locks, and…
Redocly CLI usage for OpenAPI, AsyncAPI, Arazzo and Overlay descriptions: linting, bundling, splitting, joining, decorators, docs preview…
Red-team operator discipline — the mindset corrections that separate offensive testing from defensive WAPT.
OPSEC隐蔽作战纪律:IP黑名单绕过,速率时序,流量混淆,最小足迹,反取证,渐进暴露。Use when maintaining stealth, bypassing IP bans, or planning covert red-team ops.
Reduce an unoptimized-query-oracle test failure log to the simplest possible reproduction case.
Use when evaluating designs, reviewing code, or refactoring - measures success by total code in the final codebase, not effort to get there.
Reduce time-to-first-API-call (TTFAC) by optimizing every step of the developer onboarding journey.
Use when code has grown complex, duplicated, or cluttered — clean up structure and remove dead code without changing observable behavior
Multi-mode code and skill review for controlling drift as capability surface grows.
Restructure existing code while preserving externally observable behavior through explicit invariants, characterization evidence, small…
Enforces a rigorous safety framework and comparison checklist for code refactoring to prevent logic regression and context loss.
Ensures code integrity during refactoring by providing comprehensive safety checklists and comparative validation protocols.
Use when planning or executing safe refactoring.
Analyzes a repository and produces an evidence-based, implementation-ready refactor-instructions.md without touching production code: a…
Use when war-gaming likely referee objections for a Quarterly Journal of Economics (QJE) manuscript before submitting, to close gaps…
Turn vague taste, screenshots, URLs, product notes, or "make it feel like this" references into a grounded DESIGN.md plus an…
Verify and manage citations in a grant proposal — every background claim referenced, every reference real and accurate, bibliography…
Material UI v9 Quick Reference Cheatsheet — Which component to use, correct import (@mui/material/X), essential props and table of…
Referral and partnership marketing strategist.