Produce a Data Management Plan ready to paste into a funder portal. This skill writes the prose and structure; it does **not** submit anywhere. It is a **composition** skill — it folds the disclosure-avoidance / IRB rules from [`.claude/rules/confidential-data.md`](../../rules/confidential-data.md

Run the document → test → check → triage pipeline that decides whether an R package is releasable, then review the source for the issues `R CMD check` cannot see.

A fluent, specific, line-numbered finding is not a verdict. It is a hypothesis about your work. Modern reviewers — especially models — produce objections that are **confidently wrong at a meaningful rate**, and some proposed fixes will *introduce* defects if applied. Your job is to convert findi

This skill's instructions live in [`.claude/skills/coauthor-brief/SKILL.md`](../../../.claude/skills/coauthor-brief/SKILL.md). Read that file now and follow it, with the files it points to. Read [`AGENTS.md`](../../../AGENTS.md) first if you have not already.

Compile a Beamer LaTeX slide deck with XeLaTeX (3 passes + bibtex). Use when compiling lecture slides.

Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.

Create new Beamer lecture from papers and materials. Guided workflow with notation consistency.

Research-brief + claim-record discipline for delegated or AI-assisted research work. Use when starting any substantive research task or long autonomous run (write the brief first), and when reporting results that will support a claim in a paper or decision (produce the claim record). Keeps faster execution from being confused with credible evidence.

This skill's instructions live in [`.claude/skills/data-management-plan/SKILL.md`](../../../.claude/skills/data-management-plan/SKILL.md). Read that file now and follow it, with the files it points to. Read [`AGENTS.md`](../../../AGENTS.md) first if you have not already.

Deep consistency audit of the entire repository infrastructure. Launches 4 parallel specialist agents to find factual errors, code bugs, count mismatches, and cross-document inconsistencies. Then fixes all issues and loops until clean. Use when: after making broad changes, before releases, or when user says "audit", "find inconsistencies", "check everything".

Challenge slide design with 5-7 pedagogical questions. Checks ordering, prerequisites, and cognitive load.

This skill's instructions live in [`.claude/skills/differential-audit/SKILL.md`](../../../.claude/skills/differential-audit/SKILL.md). Read that file now and follow it, with the files it points to. Read [`AGENTS.md`](../../../AGENTS.md) first if you have not already.

Pre-screen analysis outputs (tables, figures, logs) built on restricted or confidential data for statistical-disclosure-limitation problems before any release. Scans for small cell counts, complementary-suppression gaps, dominance (p-percent / (n,k)), re-identifiable exact counts, PII leakage, and unrounded sensitive statistics; classifies each finding CRITICAL / WARNING / OK and gates on any CRITICAL. Use before depositing or sharing restricted-data results, or when the user says "disclosure check", "SDL scan", "is this output safe to release", "check for small cells", "disclosure avoidance", "pre-screen for the RDC", or "can I export this from the enclave".

Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. Use when updating TikZ diagrams for Quarto slides.

Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy

The dangerous change is not the risky-looking one. It is the one that **looks purely additive** — adding a returned value, a column, an option — and quietly violates a contract three files away that nobody re-read. Compilation and type checks will not catch a positional or length contract; you g

Structured literature search and synthesis with citation extraction and gap identification

Run holistic pedagogical review on lecture slides. Checks narrative arc, student prerequisites, worked examples, notation clarity, and deck pacing.

Run the proofreading protocol on lecture files. Checks grammar, typos, overflow, consistency, and academic writing quality. Produces a report without editing files.

Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).