Use when a change affects persisted data, schemas, storage formats, metadata, checkpoints, indexes, config formats, irreversible…
Safe schema migrations, backward compatibility, zero-downtime deployments, and rollback strategies.
Browser automation via Playwriter (remorses) using persistent Chrome sessions and the full Playwright Page API.
Use when asked to review a PR, run a code review loop, or invoke the ralph reviewer against a pull request number or GitHub URL
Analyze SRS requirements and group FRs into development milestones by functional coupling and dependency.
Apply Miller's Law — chunk information into groups of about four to fit working memory.
Use for UI/UX design, frontend implementation, visual redesign, product interaction, shadcn/ui, creative web experiences…
Find the assumption a decision hangs on and design a low-cost, reversible experiment that tests it within a week or the cycle you set.
Validates the integrity, collection status, and configuration of MindStudio performance data for Huawei Ascend NPU development.
Operate WorldEdit safely for Minecraft 26.x and 1.21.x selections, region edits, masks, schematics, brushes, terrain shaping, and rollback.
Develops and optimizes cross-platform mini-programs for WeChat, Alipay, and Douyin using Native, Taro, or uni-app frameworks.
Stripped-back design emphasizing whitespace, clean typography, and restrained color for maximum clarity and focus.
Review a concrete code diff, commit, branch, or PR for overengineering, excessive defensive code, defensive branches caused by…
Use when the user asks to write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions.
Transforms technical career experiences into evidence-backed job positioning and generates minimalist, card-style editable HTML and PDF…
Review any business decision, plan, or strategy through the minimalist entrepreneur lens.
Professional DOCX document creation, editing, and formatting using OpenXML SDK (.NET).
Write H3 camera as type, amplitude, speed.
Set H3 modules, graphs, duration, license.
Generate personalized music playlists by analyzing the user's music taste and generation feedback history.
Enables real-time internet search capabilities using the MiniMax MCP for legal research and general information retrieval.