ericluo04

Iteratively refine a TikZ diagram by compiling it, rendering to PNG, asking the tikz-reviewer sub-agent to evaluate, and applying fixes until APPROVED (or 5 iterations elapse). Designed for Beamer / standalone TikZ snippets in academic papers and lecture decks. Use when the user says "/tikz-iterate", "polish this tikz", "iterate on this diagram until it looks right", "make this figure not look ter

Multi-agent comprehensive Beamer slide review (visual + pedagogy + proofreading, plus TikZ conditionally) for research talks and MBA teaching decks. Use when user says "full review", "excellence pass", "comprehensive check", "review everything", "pre-seminar review", "slide excellence", or before presenting / shipping a deck. Fanout wrapper that spawns slide-auditor, pedagogy-reviewer, proofreader

Scaffold a new Beamer lecture or research-talk `.tex` from source papers, notes, or a prior deck — with notation consistency against the project preamble and the user's bold-math conventions wired in. Use when user says "create a lecture on X", "new lecture from these papers", "scaffold a Beamer deck", "build me a research talk on Y", "start a seminar deck", "MBA lecture on Z". Supports two modes:

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Generate an HTML conference poster from a paper and project website, printable to PDF

Audit an existing .bib file entry-by-entry against ground truth (DOI, Semantic Scholar, OpenAlex, arXiv) to catch the silent citation errors that pass spell-check but kill peer review — wrong year, mis-cited authors, wrong journal/volume, swapped title-author pairs, fabricated DOIs, and outright hallucinated entries (a real concern with LLM-assisted drafting). Spawns one narrow-focus subagent per

Run a 6-agent pre-submission review of a pre-analysis plan (PAP) for a specified registration target or journal. Covers clarity/pre-specification, hypothesis-outcome consistency, identification, statistical analysis plan, data/operational feasibility, and an adversarial registry/journal review. Supports marketing (MKSCI, JMR, JCR, MS) and economics journal targets.

Use this skill whenever the user wants to create or improve a presentation for an academic context — conference papers, seminar talks, thesis defenses, grant briefings, lab meetings, invited lectures, or any presentation where the audience will evaluate reasoning and evidence. Triggers include: 'conference talk', 'seminar slides', 'thesis defense', 'research presentation', 'academic deck', 'academ

Adversarial cross-language replication audit of an empirical pipeline — reimplement R code in Python (or Python code in R), compare to 6 decimal places, and file a formal referee report covering code correctness, replication-package readiness, output automation, and econometric specification. Use when the user says "/referee2", "cross-language audit", "second-referee check", "reimplement and verif

Answer ad-hoc questions about the user's Notion Tasks DB. Query by project, type, due date, status, or staleness and return a concise readout. Use whenever the user asks "what's open for X", "what's due Friday", "anything stale", "what did I finish this week", "any P0 tasks", or similar status checks against the unified Tasks DB. Read-only — never writes, never marks done, never reschedules.

Cross-check every numeric claim in a manuscript against the actual R / Python outputs that produced it, and report PASS / FAIL per claim against numeric tolerances. Use when the user says "audit reproducibility", "check my numbers", "verify the tables match the code", "reproducibility audit", "do the paper numbers match", or before submitting / resubmitting a paper or releasing a replication packa

Drafts paper sections (Intro, Lit Review, Method, Empirical Setting, Empirics, Discussion, Limitations, or arbitrary paragraphs) in the user's voice — hedged, modest, natbib-apa citations, \Cref cross-references, \emph over \textit, figure/table notes minipages, three-stream lit-review structure. Use this skill whenever the user asks to "draft", "write", "rewrite in my voice", "give me a paragraph