Automatically discover realtime communication skills when working with realtime.
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
Rebuild the knowledge base shelf-index with hash-based change detection.
Execute materialized fullstack task files with layer-aware agent routing
Get research-backed architecture advice for your knowledge system.
Enforces a disciplined Red-Green-Refactor (TDD) workflow in TypeScript/Node.js.
Daily Reddit-only opportunity scanner. Reads the qualified subreddit list from reddit-audience-finder, fetches hot and new threads from…
Generates realistic, high-fidelity Reddit post card visualizations for social media sharing and video overlays.
Designs, implements, and reviews production-grade Redis architectures for caching, distributed locking, rate limiting, and session…
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…
Extract structured knowledge from source material.
Turn a reference Instagram Reel into a script for your own Reel, tuned to your voice and repurposed from your newsletter content.
Enforces a rigorous safety framework and comparison checklist for code refactoring to prevent logic regression and context loss.
Ensures code integrity during refactoring by enforcing strict comparison checklists and safety verification protocols.
Ensures code integrity during refactoring by providing comprehensive safety checklists and comparative validation protocols.
Create a detailed refactor plan with tiny commits via user interview, then submit it as a GitHub issue, Azure DevOps work item, or local…
Use when the user wants to rename, extract, split, move, or restructure code safely.
Audit a codebase for handcrafted code that duplicates functionality already available in the project's dependencies.
Anchors predictions in historical reality by identifying a class of similar past events and using their statistical frequency as a…