a-attia/scicomp-research-skills
Skill Claude Code
Use this skill at the start of any non-trivial session in this ecosystem -- the single biggest lever for reducing token / quota / context-window consumption and for keeping the agent productive across sessions. Make sure to load this whenever the work involves more than a few file reads, any PDF handling, multi-file…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Author 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/collectionlog.md), reviewer-response drafts, per-section research notes (notes/section.md), per-component implementation plans…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Find, verify and maintain a literature-survey corpus for a research paper -- searching arXiv / OpenAlex / Crossref / zbMATH / OSTI / Semantic Scholar for candidates, then BibTeX entries, published-manuscript PDFs, text extractions for AI consumption, per-paper survey notes (30-50 lines each), and a collection log…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Use when adopting the scicomp-research-skills framework on an EXISTING project (paper, software library, analysis repo), or when about to do substantive work (drafting, refactoring, planning) in a directory with no AGENTS.md that looks like a research project (LaTeX sources, Python package, references/ + experiments/…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Improve 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…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Use whenever a session will touch a scientific-computing codebase (numerical methods, PDE solvers, inverse problems, OED, UQ, scientific ML, or any code that produces numbers) in Python, Julia, C++, or other languages -- EVEN IF THE USER DOES NOT MENTION IT. Covers numerical correctness, testing, API design…
a-attia/scicomp-research-skills
Skill Claude CodeCodex
Use when creating, revising or auditing a research talk or poster: conference and seminar talks, lab meetings, defenses, invited talks, funder or status briefings, posters. Applies to any toolchain (Beamer, Marp, PowerPoint, Keynote, reveal.js). Covers content and verification, not file mechanics: discovery of…
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