meme-generation

Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.

Quality

82%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

92%

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

A tight, highly actionable body with clear sequenced workflows and validation loops, held back only by inline duplication of template data and the absence of signaled reference-file navigation.

Suggestions

Move the curated-template table into templates.json (or a reference file) and link to it from SKILL.md, keeping only a brief pointer inline.

Add clearly signaled one-level-deep references for any deeper detail (e.g., 'See scripts/templates.json for the full field layout of each curated template').

Dimension	Reasoning	Score
Conciseness	Lean body with no padding or explanation of concepts Claude already knows; every section and code block earns its place.	3 / 3
Actionability	Provides fully executable commands (generate_meme.py with --search/--image/--bars/--list) plus concrete copy-paste examples and a SKILL_DIR discovery snippet.	3 / 3
Workflow Clarity	Two clearly sequenced modes with numbered steps; Mode 2 includes an explicit vision-verification feedback loop and a Verification section with checkpoints.	3 / 3
Progressive Disclosure	Scripts/templates.json are real bundle files referenced by command rather than dumped inline, but the curated-template table is duplicated inline and there are no clearly-signaled one-level-deep reference links to deeper material.	2 / 3
	Total	11 / 12 Passed

Description

72%

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 crisp, third-person description that names concrete actions and a clear niche, but it omits any explicit 'when to use' trigger guidance, which caps completeness.

Suggestions

Add a 'Use when...' clause naming natural user phrasings (e.g., 'Use when the user asks to make or generate a meme about a topic, situation, or frustration').

Include common trigger variations such as 'meme this' or 'funny image' to improve trigger-term coverage.

Dimension	Reasoning	Score
Specificity	Names multiple concrete actions — 'picking a template', 'overlaying text with Pillow', 'Produces actual .png meme files' — matching the top anchor.	3 / 3
Completeness	The 'what' is explicit, but there is no 'Use when...' clause or equivalent trigger for 'when', which the rubric caps at 2.	2 / 3
Trigger Term Quality	'meme images' and 'meme files' are natural terms, but common user variations like 'make a meme' or 'meme this' are absent, so coverage is partial.	2 / 3
Distinctiveness Conflict Risk	The meme niche with template/text-overlay/.png specifics is clear and unlikely to trigger the wrong skill.	3 / 3
	Total	10 / 12 Passed

Validation

75%

Warnings & errors only

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

Validation — 12 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning
referenced_paths_exist	Referenced path issues: 1 missing	Warning

	Total	12 / 16 Passed

Repository: NousResearch/hermes-agent
Path: optional-skills/creative/meme-generation/SKILL.md
Commit: 4c9628e

Reviewed: about 14 hours ago

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