Analyzes text for grammatical errors, logical inconsistencies, and stylistic issues to provide precise, actionable improvement suggestions.
Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a…
Generates high-density, data-driven technical content and enterprise-grade blog posts in the style of top-tier technology companies.
Replicates professional typography and formatting from reference Microsoft Word documents onto new content using a specialized…
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.
Build ONE self-contained HTML map + runbook ("what this project does and how it is run") for a project, led by a clean visual explainer…
Design a project-based learning brief with a driving question, milestones, and assessment criteria.
Answer questions about the project using the vault's layered memory — Graphify code graphs, the compiled LLM Wiki, then raw files…
Creates core project docs (requirements, architecture, tech stack, patterns catalog).
Analyzes project structure and tech stacks to generate AI-friendly documentation architectures, including AGENTS.md and modular guide files.
Query, explain, create, update, or review authoritative Markdown documentation under this repository's docs/ directory, and perform…
Shows what a project-specific guidelines document (architecture map, directory contract, response/error shape, exact commands, deployment…
Provides a comprehensive framework for documenting project architecture, coding patterns, and deployment workflows to ensure development…
Establishes, audits, and maintains comprehensive project documentation systems designed for seamless human and AI-assisted development…
Generating a presentation (PPTX) of a software project as a specific deliverable (snapshot for a specific presentation, not…
Recommends open-source projects based on user profile and search history
Create a source-grounded project resume, plain-language business-flow diagrams, and campus-interview grilling materials from one or more…
Initializes and scaffolds comprehensive documentation structures and project wikis automatically.