From ai4ss-skills
Builds and revises research talks for empirical political science from real materials. Converts papers into audience-centered slide decks with speaker notes and revision notes.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai4ss-skills:research-slides-builderThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Develop the research talk as a test of the argument before a live audience. The talk should establish
Develop the research talk as a test of the argument before a live audience. The talk should establish the political problem, make the central claim intelligible, present the decisive evidence, and leave enough of the reasoning visible for informed criticism.
The work should leave:
Identify the audience, venue, time, purpose, stage of research, and likely prior knowledge. Read the concept memo, current paper, literature synthesis, design, analysis interpretation, figures, tables, and methods review. Decide what one point the audience should remember.
Design a narrative that can be followed in real time. A typical empirical talk may move through the phenomenon, problem, point, explanation, design, decisive evidence, alternatives, limits, and implications, but the order should serve the study rather than a fixed template.
Use one main intellectual task per slide. Titles should usually state the slide's question, comparison, or takeaway in working language rather than label a section “Results 2.”
Choose the figures, tables, cases, quotations, and institutional facts needed to establish the point. Redraw dense paper tables for projection and show estimates in interpretable units. Preserve sample, scale, uncertainty, design, and source information without shrinking it into unreadable notes.
Do not include every robustness test in the main sequence. Keep backup slides for anticipated questions and genuine diagnostic evidence.
Use the project's requested format and existing design system. Prefer large evidence, short text, stable visual hierarchy, and restrained animation. Make comparisons spatially and visually obvious. Use speaker notes for detail that should be heard rather than read.
Write working talk language when needed; do not leave title and body slots for the researcher to fill. Do not invent results, citations, or institutional facts.
Check whether the deck fits the time, whether the point appears early enough, where an audience is likely to become confused, and whether transitions reflect the actual argument. Presentations often reveal that the contribution is diffuse, a mechanism is underspecified, or a figure does not answer the question. Revise the research argument or evidence sequence accordingly.
Render or open the final deck. Check overflow, contrast, font size, image quality, broken assets, table legibility, terminology, citations, privacy, and whether speaker notes and slide order agree. Verify every research claim against the underlying source.
npx claudepluginhub siyaozheng/ai4ss-skills --plugin ai4ss-skillsHelps prepare anthropology conference materials: abstracts, slide decks, academic posters, and speaker notes for individual papers, organized sessions, roundtables, poster sessions, and workshops.
Prepares academic presentations from research papers: analyzes source material, finds references, writes speaker scripts, generates PPTX with notes, and prepares Q&A.
Guides creation of scientific presentations for conferences, seminars, thesis defenses, and grant pitches. Covers slide design, talk structure, timing, data viz for slides, and QA for PowerPoint and LaTeX Beamer.