Use when responding to Physical Review Letters referee reports or editor decisions — point-by-point reply, resubmission, and the APS…
Use when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it belongs in…
Use when choosing or sharpening a problem for Mathematical Finance (Wiley) — tests whether the question is a methodologically novel…
Hold the per-system steps for reading, posting and rendering documents in Google Drive, Notion, Confluence, SharePoint or the repository…
Build a product-description repo: prose documents describing, from the outside in, what a user sees and exactly what happens when they…
Use when targeting Production and Operations Management (POM) or deciding whether a broad operations-management analytical or empirical…
Redesign a direct instruction sequence to include productive struggle before the explanation phase.
Design a professional development session using adult learning principles with active teacher engagement.
Use when targeting Progress in Materials Science or deciding whether a materials-science review fits this venue.
Teaches complex code incrementally by breaking down unfamiliar APIs and architectures into bite-sized, annotated, runnable stages.
Provide graduated assistance from abstract conceptual nudge to concrete procedural step, with reflection required before each escalation.
Use when creating, updating, auditing, or standardizing a repository-level AGENTS.md.
Design a project-based learning brief with a driving question, milestones, and assessment criteria.
Analyzes project structure and tech stacks to generate AI-friendly documentation architectures, including AGENTS.md and modular guide files.
Guides learners through building minimum viable projects step-by-step to reinforce programming concepts through hands-on practice.
Generating a presentation (PPTX) of a software project as a specific deliverable (snapshot for a specific presentation, not…
Search across all project artifacts by keyword, document type, or requirement ID
Generating a Word document (.docx) from the documentation-master corpus as a one-off deliverable (snapshot for an audience…
Design a learning sequence teaching prompt quality — comparing vague vs. refined prompts to show why specificity and context transform AI…
Use when shaping a proposal for a Perspectives on Psychological Science (PoPS) contribution — the proposal route (required for cooperative…
Use when crafting a proposal to the Journal of Economic Perspectives (JEP) editors — a short article proposal or a symposium pitch — since…