Use when packaging ACM RecSys code, datasets, splits, trained models, propensity logs, and seeds as an anonymous in-paper repository…
Use when preparing an accepted ACM RecSys paper for camera-ready, covering ACM two-column de-anonymization and reflow, the ACM Digital…
Use when designing or auditing ACM RecSys experiments centered on offline-versus-online evaluation — temporal splits, equal-budget…
Use when revising an ACM RecSys paper for a recommendation-first first page, honest offline-versus-online framing, equal-budget baseline…
Legacy scheduled-automation compatibility, organization scope, advanced job fields, and cron internals.
Use when planning or executing authorized red team engagements, attack path analysis, or offensive security simulations.
Red team tactics principles based on MITRE ATT&CK.
Argue against a plan, design, or diff the agent just produced, switching sides and grounding every objection in file:line, command output…
REDAXO project structure, request lifecycle, and core classes.
Multi-cloud red team infrastructure automation.
Shows a RedSkills operational dashboard with issue, Spec, AFK worker, flow, and DORA-proxy metrics from GitHub plus local AFK state.
Build a fit-scored subreddit pool for a brand, match content to the best communities with posting angles, and natively rewrite a post for…
Automates Reddit-based market research and lead generation by identifying high-intent prospects and analyzing customer pain points.
Create an Instagram carousel from a popular-picks list with Reddit quotes.
Use when working with RedditVideoMakerBot to generate short-form narrated videos from Reddit posts or comments, set up the repo, configure…
Reddit Write
Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in…
Comprehensive tool for interacting with rednote (xiaohongshu,小红书) platform.
Control the RedNote (Xiaohongshu) Mac app via macOS Accessibility API.
Orchestrate a 3-agent PR code review debate using Claude Code Teams.
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best…