Redis backend for conversation state persistence and caching
Redis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in…
Data structure selection, pub/sub patterns, Lua scripting, pipelining, and cluster topology strategies.
Redis Search guidance covering FT.CREATE schema design, field type selection (TEXT, TAG, NUMERIC, GEO, GEOSHAPE, VECTOR, JSON path)…
Comprehensive tool for interacting with rednote (xiaohongshu,小红书) platform.
Control the RedNote (Xiaohongshu) Mac app via macOS Accessibility API.
Redox integration. Manage data, records, and automate workflows. Use when the user wants to interact with Redox data.
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.
Use when evaluating designs, reviewing code, or refactoring - measures success by total code in the final codebase, not effort to get there.
Turn a reference Instagram Reel into a script for your own Reel, tuned to your voice and repurposed from your newsletter content.
Orchestrate a 3-agent PR code review debate using Claude Code Teams.
Multi-target refactoring orchestrator. Use when: cleaning up messy code/docs, simplifying code, restructuring documents, batch cleanup…
Execute one behavior-preserving structural transformation and report evidence.
Enforces a rigorous safety framework and comparison checklists to prevent regression and context loss during code refactoring.
Improves code structure while preserving behavior through test verification.
Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns
Organize and execute Stata workflows for referee responses, robustness requests, and coauthor follow-ups.
Use when anticipating the objections a European Economic Review (EER) referee will raise — under single-anonymized review across any field…
Use when pre-empting the objections a Journal of Environmental Economics and Management (JEEM) referee will raise — the…
Use when anticipating the microstructure referee's objections for a Journal of Financial Markets (JFM) manuscript — a pre-submission…