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presentation-hook

Creates engaging opening statements and powerful closings for medical.

24

Quality

14%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/Academic Writing/presentation-hook/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

12%

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

This skill is almost entirely generic boilerplate with virtually no domain-specific content about crafting presentation hooks or closings. The actual task—creating engaging openings and powerful closings for medical presentations—receives no concrete guidance, examples, patterns, or techniques. The document is bloated with template sections (Risk Assessment, Security Checklist, Lifecycle Status) that consume tokens without adding value for this straightforward creative writing task.

Suggestions

Replace boilerplate sections with concrete examples of effective medical presentation hooks and closings, showing input parameters mapped to actual output text.

Add specific rhetorical techniques and patterns (e.g., startling statistic, patient story, call-to-action) with medical-domain examples that Claude can follow.

Remove generic template sections (Risk Assessment, Security Checklist, Lifecycle Status, Evaluation Criteria) that add no task-specific value and waste token budget.

Fix circular internal references ('See ## Features above') and either provide the referenced bundle files (scripts/main.py, references/) or remove references to them.

DimensionReasoningScore

Conciseness

Extremely verbose and padded with boilerplate sections (Risk Assessment, Security Checklist, Lifecycle Status, Evaluation Criteria) that add no actionable value for this simple task. Multiple sections reference each other circularly ('See ## Features above', 'See ## Prerequisites above'). The actual domain-specific content (how to craft presentation hooks) is buried under generic template filler.

1 / 3

Actionability

The skill never provides concrete guidance on how to actually craft presentation openings or closings. There are no examples of hooks, no patterns, no rhetorical techniques—just generic workflow boilerplate about running scripts. The 'Features' section lists vague capabilities ('Attention-grabbing openings', 'Storytelling elements') without any actionable instructions.

1 / 3

Workflow Clarity

There is a numbered workflow with steps for validation and error handling, and the error handling section includes fallback guidance. However, the workflow is entirely generic (confirm inputs, validate scope, run script, return results) with no domain-specific steps for crafting hooks. No validation checkpoints specific to the actual output quality exist.

2 / 3

Progressive Disclosure

The content is a monolithic wall of text with many sections that could be consolidated or removed. Cross-references like 'See ## Features above' and 'See ## Prerequisites above' point to sections within the same document creating circular confusion. No bundle files are provided despite references to 'references/' and 'scripts/main.py', making the file references unverifiable and likely broken.

1 / 3

Total

5

/

12

Passed

Description

17%

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

The description appears truncated ('for medical' is incomplete), which severely undermines its effectiveness. It lacks a 'Use when...' clause, has minimal trigger terms, and does not clearly specify what type of medical content it targets (papers, presentations, speeches, etc.). The incomplete phrasing makes it difficult for Claude to reliably select this skill.

Suggestions

Complete the truncated phrase 'for medical' to specify the exact content type (e.g., 'medical presentations', 'medical speeches', 'medical research papers').

Add an explicit 'Use when...' clause with trigger terms, e.g., 'Use when the user asks for help with introductions, conclusions, opening remarks, or closing statements for medical presentations or speeches.'

Include natural keyword variations users might say, such as 'introduction', 'conclusion', 'hook', 'call to action', 'medical talk', 'clinical presentation'.

DimensionReasoningScore

Specificity

Names the domain (medical) and two specific actions (opening statements and closings), but the description is incomplete—'for medical' is truncated and lacks further detail about what kind of medical content (presentations, papers, speeches, etc.).

2 / 3

Completeness

The description partially addresses 'what' (creating openings and closings) but is truncated and incomplete. There is no 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill.

1 / 3

Trigger Term Quality

The description contains very few natural trigger terms. 'Opening statements', 'closings', and 'medical' are present but the truncated phrasing ('for medical') is unnatural, and common variations like 'introduction', 'conclusion', 'speech', 'presentation', or specific medical contexts are missing.

1 / 3

Distinctiveness Conflict Risk

The combination of 'medical' with 'opening statements and closings' provides some specificity, but the truncated and vague nature of 'for medical' could overlap with general writing skills or other medical content skills.

2 / 3

Total

6

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
aipoch/medical-research-skills
Reviewed

Table of Contents

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