gifgrep
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.
76
Quality
68%
Does it follow best practices?
Impact
93%
2.16xAverage score across 3 eval scenarios
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./openclaw/skills/gifgrep/SKILL.mdQuality
Discovery
50%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 effectively communicates specific capabilities around GIF searching and processing, establishing a clear niche. However, it critically lacks explicit trigger guidance ('Use when...') and relies on some technical jargon (CLI/TUI) that users wouldn't naturally use. The missing 'when' clause significantly limits Claude's ability to know when to select this skill.
Suggestions
Add a 'Use when...' clause with trigger terms like 'find GIFs', 'search for animated images', 'download GIF', 'extract frames from GIF'
Replace or supplement 'CLI/TUI' with user-friendly terms, and add common variations like 'giphy', 'animated images', '.gif'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'Search GIF providers', 'download results', 'extract stills/sheets'. These are clear, actionable capabilities. | 3 / 3 |
Completeness | Describes what the skill does but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill. | 1 / 3 |
Trigger Term Quality | Includes 'GIF' which is a natural keyword, but misses common variations like 'animated images', 'giphy', '.gif files', or 'memes'. 'CLI/TUI' is technical jargon users wouldn't naturally say. | 2 / 3 |
Distinctiveness Conflict Risk | GIF searching and still extraction is a clear niche with distinct functionality. Unlikely to conflict with other skills due to the specific domain of GIF providers and frame extraction. | 3 / 3 |
Total | 9 / 12 Passed |
Implementation
87%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-crafted skill that efficiently documents a CLI tool. It excels at conciseness and actionability with numerous executable examples. The organization is clean and appropriate for the tool's complexity, though the workflow between different commands could be slightly more explicit.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely lean and efficient. No unnecessary explanations of what GIFs are or how CLI tools work. Every line provides actionable information with minimal prose. | 3 / 3 |
Actionability | Provides concrete, copy-paste ready commands throughout. Examples cover the full workflow from search to download to extraction with specific flags and options. | 3 / 3 |
Workflow Clarity | The workflow is implied (Search → preview → download → extract) but steps aren't explicitly sequenced with validation. For a CLI tool this is acceptable, but the relationship between commands could be clearer. | 2 / 3 |
Progressive Disclosure | For a simple CLI skill under 50 lines, the content is well-organized into logical sections (Quick start, TUI, Download, Stills, Providers, Output, Environment). No need for external references. | 3 / 3 |
Total | 11 / 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.
Validation — 8 / 11 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 | 8 / 11 Passed | |
- Repository
- trpc-group/trpc-agent-go
- Commit
50ef2f3
- Reviewed
Table of Contents
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