a-attia
- 6 skills
- 0 followers
- 19 hours ago last updated
- ▌ Literature Survey · a-attia bundleBuild and maintain a verified literature-survey corpus for a research paper -- BibTeX entries, published-manuscript PDFs, text extractions for AI consumption, per-paper survey notes (~30-50 lines each), and a collection log tracking verification status and corrections. Use when starting a new paper that needs a substantial literature review, when adding new references to an existing paper, or when migrating an unverified bib file to a verified one.
- ▌
- ▌ Research Paper Writing · a-attia bundleImprove academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission.
- ▌
- ▌ Human Facing Doc Authoring · a-attia bundleAuthor or revise any project document whose primary audience is a HUMAN -- README.md, PLAN.md, per-paper survey notes (notes/survey_*.md), bibliography collection logs (references/_collection_log.md), reviewer-response drafts, per-section research notes (notes/section_*.md), per-component implementation plans (notes/impl_*.md). Apply the human/agent audience split (these docs are NOT downstream renderings of AGENTS.md), the two-tier readability structure (orient-quickly + look-up-later), proper sectioning + cross-references, narrative prose over telegraphic fragments, and tables/trees/code-blocks where they aid scanning. Use whenever the agent will produce text that a human collaborator (the user or a co-author or a reviewer) is expected to read for review or reference.
- ▌