Designs a system from requirements to failure modes: clarifying questions, capacity estimates, components, data model and explicit trade-offs. Use it for real architecture decisions or to practise design interviews.
Engineeringarchitecture
Checks a release against a readiness list, names the biggest risks, and plans staged rollout with stop thresholds and ordered rollback steps. Use before a production launch.
Engineeringreleasedeployment
Turns a research paper's core method into a minimal, commented implementation, with every detail traced to the paper and every gap flagged as an assumption. Use it when reproducing or prototyping a published technique.
Engineeringresearch
Compares an API before and after, classifies each change as breaking, safe or unclear, and drafts a consumer migration checklist and changelog note. Use it before releasing an API update.
Engineeringapirelease
Generates a wide set of options for an open-ended problem from several deliberately different angles, then scores, groups and narrows them to a committed shortlist with traps flagged. Use for design decisions, naming, strategy or stuck problems.
Productivitybrainstormingdecisions
Converts text extracted from a document into tidy, faithful Markdown without changing its words. Use it when moving content from PDFs or messy copy into notes or a knowledge base.
Productivitymarkdownformatting
Creates a recipe to your diet, time and ingredients, with steps, serving size and estimated calories and macros. Use when planning a healthy dinner or meal prep.
Productivitymeal-planning
Traces where a table or column comes from and what depends on it across SQL scripts and stored procedures, and shows the impact of a change. Use before altering a table or when documenting a data flow.
Data and analyticssqlanalysis
Steers coding work toward the smallest correct change: reuse what exists, avoid new dependencies and speculative abstractions, never cut safety. Use when writing, reviewing or refactoring code where over-building is a risk.
Engineeringcodingcode-review
Tests how a business makes money and whether it scales, using revenue streams, pricing, unit costs and payback. Use when reviewing a business plan or a pricing change.
Finance and legalpricing
Turns a table of weekly figures into a short slide outline with headline findings, chart suggestions and speaker notes. Use it for recurring status or performance updates.
Data and analyticsreportingslides
Gives a plain-language overview of what usually happens in a legal situation, the first practical steps, what to document and what to ask a licensed professional. General information only, not legal advice.
Finance and legallegal