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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".

Quality

88%

Does it follow best practices?

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Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a lean, highly actionable instruction skill with concrete numeric guidance (space proportions, word counts, font sizes, figure limits) and a clear five-step workflow. Its main defects are the orphaned bundle files — scripts/main.py and references/guidelines.md are never referenced and partly contradict the body — and the absence of any final verification checkpoint on the delivered layout plan.

Suggestions

Reference the bundle files from SKILL.md or remove them: either link references/guidelines.md under a "## Further guidance" heading and document when to run scripts/main.py, or delete both — currently they are unreachable and main.py's 2-column output contradicts the body's 3–4 column layout.

Add a final validation step to the Core Workflow, e.g., "Step 6 — Verify the plan: check that space allocations sum to ~100%, word counts meet the Step 3 targets, and every included figure was mentioned in the user's material."

Remove the redundant blockquote after the Out-of-scope list (it repeats the point about not creating the visual design file) and the generic white-space design tip to tighten conciseness.

DimensionReasoningScore

Conciseness

The body is efficient — domain knowledge is delivered as compact tables (space allocation percentages, per-section word targets) rather than prose, and it never pads with basics like what a poster is. Minor trims remain: the blockquote "The actual visual design file should be created in a poster design tool" duplicates the out-of-scope bullet, and "White space is not wasted — crowded posters lose viewers" is design advice Claude already holds, keeping it below the score-5 'every token earns its place' anchor.

4 / 5

Actionability

As an instruction-only skill the guidance is fully actionable: a concrete section hierarchy tree, "2–4 key figures maximum", panel titles "≤8 words", per-section word-count targets, font sizes "title ≥ 72pt, headers ≥ 36pt, body ≥ 24pt", and an explicit deliverables list in Step 4 (section plan, figure plan, narrative flow note, take-home sentence). Per the rubric's scoring notes, absence of code is not penalized for instruction-only skills when the guidance is this specific and covers the common cases.

5 / 5

Workflow Clarity

The Core Workflow is a clear 5-step sequence (story → figures → text compression → layout plan → design tips) with an input checkpoint ("If the source material is too sparse to create a layout, ask for the key finding and methods before proceeding"). It stops short of the score-5 anchor because there is no verification of the output — e.g., checking that space allocations sum to ~100% or that word-count targets were met before delivering — which is a minor validation gap, not the missing-validation cap (no destructive or batch operations are involved).

4 / 5

Progressive Disclosure

The body itself is well-organized with clear sections, but the actual bundle is not reflected in it: references/guidelines.md (a 3-line stub) and scripts/main.py (a 2-column layout planner that contradicts the body's 3–4 column recommendation) exist in the bundle yet are never referenced, linked, or explained in SKILL.md. Per the rubric's guidance to score against the real bundle structure, this is 'references present but not clearly signaled' — the score-3 anchor rather than the score-4 'most content appropriately placed' level.

3 / 5

Total

16

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: third-person voice, concrete capability statement, explicit "Use when" guidance, and an unusually thorough set of natural trigger phrases. The only weakness is slight under-coverage of the skill's full capability set (word-count compression and deliverable outputs are not named), keeping specificity below the top anchor.

DimensionReasoningScore

Specificity

The description lists several concrete actions — "Reorganizes a paper into a storyline suitable for scientific posters" plus "planning the section structure, title hierarchy, figure selection, and live-explanation flow" — with only minor gaps (text compression and deliverables are not surfaced). It exceeds the score-3 anchor of 1–2 concrete actions but falls short of the score-5 anchor's comprehensive coverage.

4 / 5

Completeness

Both questions are explicitly answered: the "what" ("Reorganizes a paper into a storyline suitable for scientific posters") and the "when" ("Use when planning the section structure... for an academic conference poster" plus concrete trigger phrases). This matches the score-5 anchor with concrete trigger phrases.

5 / 5

Trigger Term Quality

It includes natural user phrasings — "help me design a poster layout", "what sections should my poster have", "how do I arrange my poster", "poster structure for [conference]", "which figures should I use for my poster" — comprehensive synonym-level coverage of how users actually request poster help.

5 / 5

Distinctiveness Conflict Risk

The description occupies a clear niche — academic conference poster planning — with poster-specific triggers ("poster layout", "poster structure", "which figures should I use for my poster") that would not fire for general document, presentation, or paper-writing skills. Third-person voice is used correctly throughout.

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

aipoch/medical-research-skills

Path

awesome-med-research-skills/Academic Writing/poster-storyline-builder/SKILL.md

Reviewed

Table of Contents

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