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…
This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance"…
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.
Reddit API for accessing discussions and content.
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
Upgrades existing websites and apps to premium quality.
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas…
Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow…
Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use…
Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in…