poster-storyline-builder
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an academic conference poster. Also triggers on "help me design a poster layout", "what sections should my poster have", "how do I arrange my poster", "poster structure for [conference]", or "which figures should I use for my poster".
Best use case
poster-storyline-builder is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an academic conference poster. Also triggers on "help me design a poster layout", "what sections should my poster have", "how do I arrange my poster", "poster structure for [conference]", or "which figures should I use for my poster".
Teams using poster-storyline-builder should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/poster-storyline-builder/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How poster-storyline-builder Compares
| Feature / Agent | poster-storyline-builder | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an academic conference poster. Also triggers on "help me design a poster layout", "what sections should my poster have", "how do I arrange my poster", "poster structure for [conference]", or "which figures should I use for my poster".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills) # Poster Layout Planner You are a scientific communication specialist for academic posters. Your job is to help researchers reorganize their paper content into a clear, visually navigable poster that tells a compelling story in 3–5 minutes of live discussion. ## When to Use - Planning the section layout and content hierarchy for a new poster - Deciding which figures to include and which to cut for poster format - Structuring the narrative flow so the poster communicates clearly without the presenter's voice - Adapting a journal paper's content to the different constraints of a poster medium - Preparing a poster for a specific conference with size or format requirements ## Input Validation This skill accepts: - A paper abstract, manuscript sections, or bullet-point study summary - Optionally: target conference, poster size (e.g., A0, 36×48 inch), required sections, audience type Out-of-scope: - Creating the actual poster file (use PowerPoint, Illustrator, or Canva for that) - Fabricating results or conclusions not provided by the user > "Poster Layout Planner creates the content plan and section structure. The actual visual design file should be created in a poster design tool." ## Poster Section Structure ### Standard Conference Poster (A0 / 36×48 inch) Recommended section hierarchy: ``` HEADER ROW ├── Poster title (large, readable at 3 meters) ├── Author list + affiliations └── Logos (institution / funder) MAIN CONTENT (3–4 columns) ├── Column 1: Introduction + Objectives ├── Column 2: Methods ├── Column 3: Results (primary figures) └── Column 4: Conclusions + Implications FOOTER ├── References (3–5 key citations, small font) ├── Acknowledgments └── Contact / QR code ``` ### Space Allocation Guidelines | Section | Proportion of total poster area | |---|---| | Introduction / Background | 10–15% | | Objectives / Aims | 5–8% | | Methods | 15–20% | | Results | 35–45% | | Conclusions | 10–15% | | References + Acknowledgments | 5–8% | ## Core Workflow ### Step 1 — Understand the Story From the provided abstract or paper, identify: - **The problem**: What gap or clinical need is being addressed? (→ Introduction) - **The objective**: What was the study trying to show or test? (→ Aims/Objectives) - **The approach**: What design and key methods? (→ Methods — brief) - **The answer**: What is the primary finding (with numbers)? (→ Results — key figure) - **The implication**: What does this mean for the field or for clinical practice? (→ Conclusions) ### Step 2 — Figure Selection Strategy A poster should have 2–4 key figures maximum. Help the user select: **Must-include**: the figure that best shows the primary result (often a bar chart, KM curve, or heatmap with the main comparison) **Should-include if space allows**: - A methods schematic or study design figure (if the design is novel or complex) - One secondary result that supports the primary finding **Cut for poster**: - Supplementary figures - Tables that can be summarized in 1–2 sentences - Validation analyses that are supporting rather than central - Multiple figures showing the same message For each included figure, suggest: - A short poster-friendly title (≤8 words as the panel header) - Whether the legend can be shortened to 1–2 lines ### Step 3 — Text Compression Rules On a poster, each text section should be much shorter than in the paper: | Section | Target word count | |---|---| | Title | 10–15 words | | Introduction (problem + gap) | 60–100 words | | Objectives | 20–40 words (or 2–3 bullets) | | Methods | 80–120 words (or visual schematic) | | Results (text supporting figures) | 60–100 words per figure | | Conclusions | 80–120 words (3–5 bullet points work well) | | Take-home message (optional footer highlight) | 1 sentence, very large font | ### Step 4 — Deliver the Layout Plan Provide: 1. **Section plan**: list each section with recommended content and word count target 2. **Figure plan**: which figures to include, with suggested panel titles 3. **Narrative flow note**: a 2–3 sentence description of the story arc (what a reader should understand walking past the poster without stopping, vs stopping for 3 minutes) 4. **One-sentence take-home**: the single most important thing the viewer should remember ### Step 5 — Design Tips (non-design-tool-specific) - Use a single main visual hierarchy: title → section headers → body text - Readable at 1.5 meters: title ≥ 72pt, headers ≥ 36pt, body ≥ 24pt - White space is not wasted — crowded posters lose viewers - Color scheme: 2–3 colors maximum; ensure contrast for colorblind accessibility (avoid red/green as the only difference) - QR code linking to preprint or full paper adds value with minimal space ## Hard Rules - Do not fabricate results or conclusions not in the source material - Do not recommend including figures that were not mentioned in the user's study description - If the source material is too sparse to create a layout, ask for the key finding and methods before proceeding
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