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meme-factory

Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and styling.

91

0.98x
Quality

87%

Does it follow best practices?

Impact

98%

0.98x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Discovery

89%

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

This is a well-crafted skill description that clearly communicates its purpose and includes explicit trigger guidance. The description effectively uses third person voice and provides good coverage of when to use the skill. The main weakness is that the specific capabilities could be more concrete - listing actions like 'create', 'customize', 'select templates' rather than just stating what it supports.

Suggestions

Enhance specificity by listing concrete actions: 'Create meme images, customize text overlays, select from 100+ templates' rather than 'Supports 100+ popular templates'

DimensionReasoningScore

Specificity

Names the domain (memes) and the API used (memegen.link), mentions templates with custom text and styling, but doesn't list specific concrete actions like 'create meme images', 'customize text overlays', or 'select from template library'.

2 / 3

Completeness

Clearly answers both what ('Generate memes using the memegen.link API', 'Supports 100+ popular templates with custom text and styling') and when ('Use when users request memes, want to add humor to content, or need visual aids for social media').

3 / 3

Trigger Term Quality

Includes natural keywords users would say: 'memes', 'humor', 'social media', 'visual aids'. These are terms users would naturally use when requesting meme generation.

3 / 3

Distinctiveness Conflict Risk

Clear niche focused specifically on meme generation via a specific API. Unlikely to conflict with other skills - 'memes', 'memegen.link', and 'humor' are distinct triggers that wouldn't overlap with general image or document skills.

3 / 3

Total

11

/

12

Passed

Implementation

85%

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

This is a well-structured skill with excellent actionability and progressive disclosure. The content provides concrete, executable examples and clear workflows with validation steps. Minor verbosity in the main sections (some redundant template tables) prevents a perfect conciseness score, but overall this is a high-quality skill document.

DimensionReasoningScore

Conciseness

The skill is reasonably efficient but includes some redundancy (validation checklist repeated in different forms, multiple tables covering similar template information). The collapsible deep-dive sections help, but the main content could be tighter.

2 / 3

Actionability

Provides fully executable URL patterns, concrete examples with actual template names and text, copy-paste ready Python code, and specific curl commands for verification. Every example is directly usable.

3 / 3

Workflow Clarity

Clear validation checklist with explicit checkpoints, verification steps with HTTP status check, and anti-patterns table that guides error prevention. The workflow from template selection to verification is well-sequenced.

3 / 3

Progressive Disclosure

Excellent use of collapsible sections for advanced features, clear references to external files (markdown-memes-guide.md, examples.md, meme_generator.py), and well-organized quick reference at top with deep dives below.

3 / 3

Total

11

/

12

Passed

Validation

100%

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

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
softaworks/agent-toolkit
Reviewed

Table of Contents

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