gifgrep

Search GIF providers with CLI/TUI, download results, and extract stills/sheets.

Quality

77%

Does it follow best practices?

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Securityby

Low

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tessl review fix ./skills/gifgrep/SKILL.md

Quality

Content

87%

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

The content is concise, highly actionable, and well-organized for a simple single-purpose CLI skill; the only gap is the absence of explicit validation/verification steps around the download and extraction workflow.

Suggestions

Add a quick verification checkpoint after download/extract, e.g. confirm the output file exists and is non-empty before declaring success.

Note how to sanity-check a generated sheet or still (open/reveal the file) so the user can confirm the extraction worked.

Dimension	Reasoning	Score
Conciseness	The body is lean — every line is a runnable command or a terse flag note with no padding about what a GIF is or how the tool works — so each token earns its place.	3 / 3
Actionability	It provides fully executable, copy-paste-ready commands across every section (e.g. 'gifgrep still ./clip.gif --at 1.5s -o still.png') rather than abstract descriptions.	3 / 3
Workflow Clarity	The 'Search -> preview -> download -> extract' sequence gives a clear order, but there are no explicit validation or verification checkpoints for the download/extract operations, which the rubric caps at 2.	2 / 3
Progressive Disclosure	This is a short, single-purpose skill under 50 lines with no external references, yet it is well organized into clearly labeled sections, which the simple-skills note allows to score 3.	3 / 3
	Total	11 / 12 Passed

Description

67%

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 is specific and occupies a clear niche, but it omits explicit "when to use" trigger guidance and only partially covers the natural search terms a user would speak, which limits completeness and trigger quality.

Suggestions

Add a 'Use when...' clause naming concrete triggers, e.g. 'Use when the user wants to find, download, or extract frames from GIFs on Tenor/Giphy.'

Broaden trigger terms to include everyday phrasings like 'GIFs', 'Tenor', 'Giphy', and 'find a GIF'.

Dimension	Reasoning	Score
Specificity	The description lists multiple concrete actions — "Search GIF providers", "download results", "extract stills/sheets" — matching the anchor for several specific concrete actions rather than a single domain reference.	3 / 3
Completeness	It clearly states what the skill does but lacks any "Use when..." clause or explicit trigger guidance, which caps completeness at 2 per the rubric guidelines.	2 / 3
Trigger Term Quality	It includes natural terms ("GIF", "search", "download", "stills/sheets") but omits common variations users would say like "GIFs", "Tenor", "Giphy", or "find a GIF", so coverage is partial rather than broad.	2 / 3
Distinctiveness Conflict Risk	The GIF-provider / stills-and-sheets niche with CLI/TUI framing is specific and unlikely to be confused with other skills.	3 / 3
	Total	10 / 12 Passed

Validation

81%

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 — 13 / 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

	Total	13 / 16 Passed

Repository: Bitterbot-AI/bitterbot-desktop
Path: skills/gifgrep/SKILL.md
Commit: e73c717

Reviewed: about 16 hours ago

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