Alexander-M-Dickerson

Use when a student asks to audit, review, benchmark, harden, or improve a Streamlit coursework app or deployed app; covers Streamlit best practices, app UX, state/query params, caching, testing, deployment readiness, and reusable context updates.

Use when a student asks to create, improve, test, or deploy a Streamlit coursework app from data or analysis.

Use when a student says build context, generate paper-context.md, or summarize a Word/.docx draft report into guidance/paper-context.md; legacy LaTeX, Markdown, and PDF sources are supported when explicitly supplied.

Use when a student asks to build, revise, or structure a PowerPoint-first presentation deck; legacy LaTeX/Beamer is supported only when explicitly requested.

Use when a student asks to create, improve, validate, or export charts, figures, plots, time-series graphs, bar charts, scatter plots, heatmaps, or Word/A4-ready report figures.

Use when a student explicitly asks to compile a legacy LaTeX paper, build a .tex report PDF, or run pdflatex and bibtex.

Use when a student says build week context, refresh guidance for a week, or summarize the current week folder into generated week, data, and output context files.

Use when a student says revise this section, improve clarity, tighten the writing, or edit existing Word-first .docx report text; legacy LaTeX is supported only when the target is explicitly .tex.

Create a new empirical research project: generates projects/<name>/ with latex, code, scripts, results, literature, and guidance subfolders plus README.md and project-level CLAUDE.md.

Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.

Agent-driven cold-start onboarding. Use the repo shell entrypoint to find or install Python 3.11+, then run the shared bootstrap audit/plan/apply flow and configure WRDS only if the user has it.

Create and compile Beamer presentations following the Rhetoric of Decks philosophy. Use when making seminar or conference slides.

Compile LaTeX to PDF using pdflatex + bibtex cycle

Creates new Claude Code skills, auto-apply skills, or auto-trigger rules, or audits existing ones for quality and effectiveness.

Clean and fix .tex files -- strip comments, fix compilation errors, verify section markers

Draft response letter text and LaTeX edits for referee points, or generate a complete reply document

Set up or verify this repo's R-based replication environment. Use when Codex needs to check R, compiler tools, required packages, data files, or fast backend readiness before running the paper.

Set up or verify this repo's R-based replication environment. Use when Claude needs to check R, compiler tools, required packages, data files, or fast backend readiness before running the paper.

Explain the paper, methods, factors, tables, figures, and code paths for this repo. Use when Codex needs to answer a paper question, trace an exhibit back to code, or connect saved results to equations and manuscript claims.

Run or debug the main paper and Internet Appendix replication pipeline. Use when Codex needs to choose the right script boundary, resume after a failure, or map a run request to the implemented main or IA output surface.

Explain the paper, methods, factors, tables, figures, and code paths for this repo. Use when Claude needs to answer a paper question, trace an exhibit back to code, or connect saved results to equations and manuscript claims.

Run or debug the main paper and Internet Appendix replication pipeline. Use when Claude needs to choose the right script boundary, resume after a failure, or map a run request to the implemented main or IA output surface.