Search: "requirements"

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what the code does that no document mentions. Use when comparing an implementation against a whitepaper, protocol spec, or design document.

Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation. Uses the Apache-licensed TimesFM 2.5 checkpoint by default and documents the distinct TimesFM 3.0 multivariate API and weight-license requirements.

Supports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims, review criteria, budgets, broader impacts, forms, and resubmissions. Use for investigator-authored grant development, compliance matrices, and proposal critiques.

Use when you have a spec or requirements for a multi-step task, before touching code

Write structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics. Use when speccing a new feature, writing a PRD, defining acceptance criteria, prioritizing requirements, or documenting product decisions.

Navigate privacy regulations (GDPR, CCPA), review DPAs, and handle data subject requests. Use when reviewing data processing agreements, responding to data subject access or deletion requests, assessing cross-border data transfer requirements, or evaluating privacy compliance.

Draft conversion-focused marketing copy for landing pages, homepages, pricing pages, feature pages, and campaign assets. Use when creating first drafts from positioning and audience context. Output file-first drafts under scripts/marketing/<slug>/ with explicit proof and CTA requirements.

An AI-assisted development method combining Iterative Context Management with [RIPER-5](https://forum.cursor.com/t/i-created-an-amazing-mode-called-riper-5-mode-fixes-claude-3-7-drastically/65516) rules (Research, Innovate, Plan, Execute, Review) to produce better-quality code that meets requirements.