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baoyu-compress-image

Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp", or reduce image file size.

66

Quality

82%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

64%

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

A solid, actionable skill with clear CLI usage, good examples, and efficient table-based option documentation. Main weaknesses are the lack of validation/error handling guidance for a tool that performs destructive operations by default (replacing originals), some redundancy between the Preferences and Extension Support sections, and missing details about what EXTEND.md should actually contain.

Suggestions

Add a warning or verification note about the default destructive behavior (replacing originals without --keep), and suggest using --keep for first-time usage or batch operations.

Remove the redundant 'Extension Support' section at the bottom or merge it with the Preferences section to reduce token waste.

Provide a brief example of what EXTEND.md content looks like so users know the expected format and supported keys.

DimensionReasoningScore

Conciseness

Mostly efficient with good use of tables, but includes some redundancy: the 'Extension Support' section at the end just restates what was already covered in the Preferences section. The script directory resolution instructions are a bit verbose. The description of resolving BUN_X could be tighter.

2 / 3

Actionability

Provides fully executable CLI commands with clear options table, concrete examples covering common use cases (single file, directory, format override, JSON output), and shows expected output format. Copy-paste ready once variables are resolved.

3 / 3

Workflow Clarity

This is essentially a single-command tool, so multi-step workflows aren't deeply needed. However, the EXTEND.md lookup priority is clearly sequenced. The skill lacks any validation or error handling guidance — what happens if no compression tool is available? What if the input file doesn't exist? For a tool that replaces originals by default (destructive operation), there's no warning or verification step.

2 / 3

Progressive Disclosure

References EXTEND.md and scripts/main.ts appropriately, but no bundle files were provided to verify these exist. The 'Extension Support' section at the bottom is redundant with the Preferences section, creating unnecessary noise. The structure is reasonable but the EXTEND.md content/format is never shown, making it unclear what users should put there.

2 / 3

Total

9

/

12

Passed

Description

100%

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 hits all the key criteria. It provides specific capabilities, includes natural trigger terms users would say, explicitly states both what and when, and occupies a clear niche. The description is concise without being vague.

DimensionReasoningScore

Specificity

Lists specific concrete actions: compresses images, converts to WebP or PNG, automatic tool selection. These are clear, actionable capabilities.

3 / 3

Completeness

Clearly answers both what ('Compresses images to WebP or PNG with automatic tool selection') and when ('Use when user asks to compress image, optimize image, convert to webp, or reduce image file size').

3 / 3

Trigger Term Quality

Includes natural trigger terms users would actually say: 'compress image', 'optimize image', 'convert to webp', 'reduce image file size'. Good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Clearly scoped to image compression/optimization with specific format mentions (WebP, PNG). Unlikely to conflict with general image editing or other file processing skills.

3 / 3

Total

12

/

12

Passed

Validation

72%

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

Validation8 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

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

Total

8

/

11

Passed

Repository
jimliu/baoyu-skills
Reviewed

Table of Contents

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