academic-paper

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Internal engine that applies the 29-pattern AI-writing-detection rules to a chunk of English text, respecting academic overrides when in academic mode. Invoked by the paper-humanize skill, not directly by users.

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Placeholder for Phase C bilingual annotator. Adds sentence-level Chinese %-comments to English LaTeX source files. Currently not implemented.

Manage references.bib in an academic LaTeX paper project. Add bibtex entries, validate natbib citation commands, check citation compliance (orphan citations, self-citation ratio, source currency).

Compile an academic LaTeX paper project with pdflatex and bibtex. Diagnoses LaTeX errors, checks page-limit compliance, runs bibtex, fixes undefined references and overfull-hbox warnings.

Draft or revise a section of an academic LaTeX paper (abstract, intro, related work, method, experiments, results, discussion, conclusion). Uses TEEL paragraph framework and PaperConfig word budget.

Generate publication-quality matplotlib or seaborn figures for an academic LaTeX paper. 11 EECS chart types (bar, line, heatmap, ROC, ablation, scaling). Output to figures/*.pdf.

Remove AI writing patterns from English text with academic-aware overrides. Auto-detects LaTeX context for passive voice, hyphenated compounds, title case, curly quotes handling.

Create and scaffold a new academic LaTeX paper project for NeurIPS, ICML, CVPR, IEEE TPAMI, ACL or EMNLP. Initializes .paper-config.yml, main.tex, sections/, Makefile.

Simulate peer review on an academic LaTeX paper draft. Generates 5 reviewer personas, runs independent reviews with 5-dimension scoring, devils-advocate stress tests, editorial synthesis decision.

Process external reviewer comments on an academic paper submission. Parses comments, classifies Major/Minor/Editorial, builds RevisionRoadmap, drafts response letter in Reviewer-Action-Change format.