Adversarial visual critic for a rendered TikZ diagram. Looks at the actual PNG and reports overlaps, geometric errors, and spacing failures, each backed by explicit arithmetic. Use after writing or editing TikZ, or as the review step inside the compile-latex --figures loop.
Audit an existing .bib entry by entry against Crossref, OpenAlex, arXiv, and Zotero for wrong years, mis-cited authors, wrong venue or volume, dead DOIs, and hallucinated entries. TRIGGER on "/bibcheck", "audit my .bib", "verify my references", "check my bibliography", "are any of these citations fake", "did Claude…
Triage a causal question and hand off to the owning method skill. Owns the selection-on-observables branch (overlap, doubly robust estimation, causal forests, policy learning, sensitivity), plain panel fixed effects, and the shared inference rules (clustering, multiplicity, interference routing). TRIGGER on…
Compile a .tex with latexmk and report ranked errors with file:line attribution across \input'd files, plus a diff against the last compile. TRIGGER on "compile this", "build my paper", "build the beamer deck", "why won't this compile", "what are the latex errors", "did my edit add warnings", or any request to build…
Design, analyze, and write up conjoint experiments in both traditions: as randomized experiments identifying average marginal component effects, and as preference-measurement instruments (hierarchical Bayes partworths, WTP, choice-share simulation), with measurement-error correction, multiple-testing correction, and a…
Five independent critic subagents in parallel on an idea, plan, design, R&R strategy, grant, or SKILL.md, then a synthesis pass that ranks findings by how much of the argument rests on them, never by vote count. A markdown work plan gets the plan roster (assumptions, pre-mortem, what to delete, alternatives per piece…
Build and maintain the Quarto course website the lecture decks hang off: landing page, week table, site theme, navbar, handout hook, publishing to GitHub Pages. TRIGGER on "course website", "syllabus page", "week table", "add week 4 to the site", "link the new deck on the site", "publish the course site", "GitHub…
Design, estimate, validate, and write up a difference-in-differences analysis, using the post-2018 heterogeneity-robust toolkit with an explicit statement of which parallel-trends assumption is imposed. TRIGGER on "difference-in-differences", "DiD", "TWFE", "event study", "staggered adoption", "staggered rollout"…
Design, estimate, validate, and write up an instrumental-variables analysis: single-instrument LATE designs, weak-instrument-robust inference, shift-share instruments, formula instruments that need recentering, and leniency (judge and examiner) designs estimated by UJIVE. TRIGGER on "instrumental variable", "IV"…
Find and synthesize the literature on a topic or research question, returning a ranked reading list with a takeaway per paper. TRIGGER on "lit review", "find papers on X", "what is the literature on Y", "recent work on Z", "who has studied W", "find references for my intro", or a topic plus a scope phrase ("since…
Design, estimate, validate, and write up a regression discontinuity analysis, in both the continuity and local-randomization frameworks, with the full falsification battery and a refusal rule for designs that fail validation. TRIGGER on "regression discontinuity", "RDD", "running variable", "score cutoff", "rdrobust"…
Read one known paper the user points at: a link, DOI, title, author name, or vague reference. TRIGGER when the user pastes a paper URL, names a paper to read or summarize, asks "what does X argue", or asks what an author has written. A topic-level search is litreview; auditing a .bib is bibcheck.
Draft an R&R response letter to a journal decision, sectioned by Senior Editor, Associate Editor, and each reviewer, and check a finished letter before resubmission. TRIGGER on "respond to the referees", "draft the R&R response", "write the R2R", "address the reviewer comments", "respond to the AE", "continue the…
Assemble a journal-ready replication archive for a quantitative-marketing paper, scanning for secrets, PII, and absolute local paths before the zip is built. TRIGGER on "/replication-package", "build a replication package", "data availability statement", "zip up the code and data for submission", a data-editor email…
Author a Quarto reveal.js deck for a research talk: seminar, conference, job talk, brown bag. TRIGGER on "slides for my talk", "seminar deck", "job talk", "turn this paper into slides", "add an appendix slide", "export a handout". Classroom material is teaching-lecture; auditing an existing deck is slide-review.
Referee a full manuscript against a named target journal: parallel agents on style, consistency, unsupported claims, math, exhibits, and contribution, triaged CRITICAL/MAJOR/MINOR. TRIGGER on "review my paper", "referee my draft", "is this ready to submit", "what would a referee say", "desk reject risk", "read this…
Audit a Quarto reveal.js deck that already exists: render it, screenshot every slide in a browser, and report overflow, unreadable type, low contrast, broken figures, failed math, and a weak argument. TRIGGER on "review my slides", "check my deck", "pre-talk check", "am I ready to present", "are my slides readable"…
Design, estimate, validate, and write up a synthetic control analysis, including synthetic difference-in-differences, augmented and penalized variants, and factor-model/matrix-completion relatives for panel counterfactuals. TRIGGER on "synthetic control", "synthetic DiD", "SDID", "donor pool", "comparative case…
Author a Quarto reveal.js lecture deck for a class meeting. TRIGGER on "build a lecture", "slides for my class", "teaching deck", "lecture on X", "course slides", "make a lecture for week 3", "add a discussion slide". Conference and seminar decks are research-talk, the site around the decks is course-site, auditing an…
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