Decompose a system, repository, or architecture into four tiers — Macro (whole system), Bricks (components), Elements (conceptual…
Designs self-referential and recursive systems that examine, modify, or generate themselves, including metacognitive architectures and…
A strict editorial reviewer that checks writing principles inspired by George Orwell's "Politics and the English Language" rules and…
Set up a blind red-team review of finished work — an output, a process, a plan, a skill, a decision, or a whole initiative.
Daily Reddit-only opportunity scanner. Reads the qualified subreddit list from reddit-audience-finder, fetches hot and new threads from…
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.
Drafts Reddit posts for developer audiences (ICP: principal engineers).
On-demand audit and targeted upgrade of an existing website or app's design.
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.
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.