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media-processing

Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Medium

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

A highly actionable, well-structured skill body with executable commands and clean one-level-deep reference navigation. Its main weaknesses are redundancy across the use-case/tool-selection sections and missing explicit validation feedback loops for batch and in-place operations.

Suggestions

Consolidate the redundant "When to Use", per-tool bullet lists, and "Decision Matrix" into a single tool-selection/trigger section to trim the main body.

Add explicit validation checkpoints to batch and in-place (mogrify) workflows: run on a sample first, verify output, then fix-and-retry before applying to the full set.

Move the "Common Parameters" flag reference into a references/ file so the main SKILL.md stays a lean overview.

DimensionReasoningScore

Conciseness

Mostly efficient command/examples with little concept explanation, but "When to Use", the per-tool bullet lists, and the "Tool Selection Guide" decision matrix overlap substantially and could be consolidated into one navigation aid.

2 / 3

Actionability

Nearly every section gives copy-paste-ready, executable FFmpeg/ImageMagick commands with real flags (e.g. "ffmpeg -i input.avi -c:v libx264 -crf 22 -c:a aac output.mp4").

3 / 3

Workflow Clarity

Tasks are grouped and sequenced, but batch and in-place (mogrify) workflows lack explicit validate-on-sample / verify-output / fix-and-retry checkpoints, which the rubric caps at 2 for destructive/batch operations.

2 / 3

Progressive Disclosure

The body is an overview with a clearly signaled, one-level-deep "Reference Documentation" section pointing to six real references/ files, each with a one-line description; detail is appropriately split out.

3 / 3

Total

10

/

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.

A strong, third-person description that states concrete capabilities and provides an explicit "Use when" trigger list covering the major media-processing tasks. It is specific, complete, and clearly distinct from other skills.

DimensionReasoningScore

Specificity

Lists many concrete actions — "encoding, conversion, streaming, filtering", "resizing/cropping images", "extracting audio from video", "generating thumbnails", "batch processing", "creating composite images" — rather than vague language.

3 / 3

Completeness

Explicitly answers what ("Process multimedia files with FFmpeg ... and ImageMagick ...") and when via a clear "Use when converting media formats, encoding videos ..." clause.

3 / 3

Trigger Term Quality

Covers natural phrasings users would say ("convert media formats", "encode videos", "resize/crop images", "extract audio from video", "create streaming manifests", "generate thumbnails") alongside codec names that match real requests.

3 / 3

Distinctiveness Conflict Risk

A clear FFmpeg + ImageMagick media-processing niche with distinct tool- and task-specific triggers, unlikely to fire for unrelated skills.

3 / 3

Total

12

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
mrgoonie/claudekit-skills
Reviewed

Table of Contents

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