tzd-labs

USMLE Step 1 domain knowledge for generating NotebookLM podcast prompts. Contains the proven prompt template, chapter-to-vignette mapping, high-yield topic patterns, and pedagogical strategies that produce 100% source coverage in NotebookLM's Audio Overview. Load this skill when generating prompts for any Survivor's Guide to USMLE Step 1 chapter.

Use this skill when ready to compile a manuscript for journal submission, rebuilding after edits, or preparing a revision package. Triggers on "build upload package", "compile manuscript", "generate submission files", "rebuild manuscript", "prepare revision".

Use this skill when setting up or reviewing a manuscript project to ensure all numbers from data, figures, and tables are parameterized — never hardcoded in prose. Covers the Stats dataclass pattern, template placeholders, sync pipeline, and semantic validation. Triggers on "parameterize numbers", "stats dataclass", "hardcoded numbers", "sync sections", "data-driven manuscript", "validate prose", "manuscript numbers".

Use this skill when starting a new manuscript project, adding quartopress build pipeline to an existing project, converting a draft into a structured Quarto project, or setting up table/figure generation. Triggers on "scaffold manuscript", "set up manuscript", "new manuscript project", "quartopress init", "create manuscript structure".

Default prose style for all writing in this project. Traces how specific actors — corporations, regulators, physical systems, communities — make decisions that create consequences for the next actor in the chain. Applies chain-of-causation structure, named actors with active verbs, and the cascade reveal. Use for any section: capital flows, grid infrastructure, labor markets, utility regulation, material constraints, or environmental consequences. The style works for human actors and non-human constraints alike.

Use this skill when creating charts, applying the flowmpl design system, using concept frames, generating AI illustrations, working with palettes, or needing the full flowmpl API reference beyond flow diagrams. Triggers on "create a chart", "flowmpl chart", "design system", "concept frame", "AI illustration", "flowmpl palettes", "stacked bar", "waterfall chart", "annotated series", "flowmpl colors".

Use this skill when creating flow diagrams, causal chains, decision trees, process flows, or entity relationship diagrams using flowmpl's flow_diagram() function. Provides detailed API reference for nodes, edges, routing heuristics, and face overrides. Triggers on "flow diagram", "causal chain", "process flow", "decision tree", "entity diagram", "flow_diagram()", "node and edge".

FT Visual Vocabulary chart selection guide. Use when choosing chart types, evaluating whether a chart type matches the data relationship, proposing visualization alternatives, or when the user asks "what chart should I use", "is this the right chart", "what's a better way to show this", or describes a data relationship and needs a visualization recommendation.

Use this skill when verifying a manuscript meets journal-specific submission requirements before upload, checking a revision addresses reviewer concerns, or validating formatting after structural changes. Triggers on "check compliance", "journal requirements", "submission checklist", "PRS requirements", "JPRAS requirements", "ready to submit".

SVG-native scroll annotation pattern for Observable Framework scroll charts. Use when adding step-by-step explanatory text to animated D3 charts, reviewing charts for annotation responsiveness, or converting CSS overlay callouts to responsive SVG-native annotations. Trigger when the user asks "add callouts to chart", "make annotations responsive", "annotations overlap on mobile", "callout text over data", or needs to wire explanatory text to scroll steps.

Use this skill when creating publication-quality figures for medical journals, exporting figures as TIFF/CMYK at 300+ DPI, using medical color palettes, adding scale bars, or formatting statistical annotations. Triggers on "journal figure", "PRS figure", "medical figure", "TIFF export", "CMYK", "300 DPI", "publication figure", "scale bar", "significance brackets".

Use this skill to find the right tool for a research task across the TZD Labs ecosystem. Maps research needs (visualization, manuscript writing, data extraction, systematic review, analysis) to specific tools, packages, and agents. Triggers on "what tool should I use", "how do I do X", "research workflow", "which agent", "find the right tool", "project index".

Storytelling with Data chart guidance. Use when choosing chart types, evaluating whether a chart communicates clearly, reviewing data visualizations for SWD compliance, proposing chart alternatives, or when the user asks "what chart should I use", "is this chart working", "how do I improve this chart", "show me a makeover example", or describes a visualization problem.