game-light-tracker
Track live NFL, NBA, NHL, or MLB games and automatically change Hue light colors based on which team is leading. Use when user wants to sync smart lights with live sports scores for visual game tracking. Supports NFL, NBA, NHL, and MLB games with customizable team colors.
88
82%
Does it follow best practices?
Impact
97%
2.20xAverage score across 3 eval scenarios
Passed
No known issues
Quality
Discovery
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 an excellent skill description that clearly defines a unique niche at the intersection of live sports tracking and smart home lighting. It specifies concrete actions, includes natural trigger terms across both domains, and explicitly states both what the skill does and when to use it. The description is concise yet comprehensive.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: track live games across four leagues, automatically change Hue light colors based on which team is leading, and supports customizable team colors. | 3 / 3 |
Completeness | Clearly answers both what ('Track live NFL, NBA, NHL, or MLB games and automatically change Hue light colors based on which team is leading') and when ('Use when user wants to sync smart lights with live sports scores for visual game tracking') with explicit trigger guidance. | 3 / 3 |
Trigger Term Quality | Includes strong natural keywords users would say: 'NFL', 'NBA', 'NHL', 'MLB', 'Hue light', 'smart lights', 'live sports scores', 'game tracking', 'team colors'. Good coverage of both sport-specific and smart home terminology. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive niche combining live sports score tracking with Hue smart light control. Very unlikely to conflict with other skills given the specific intersection of sports APIs and smart home lighting. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
64%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill provides solid actionable guidance with executable PowerShell commands and a clear workflow, but suffers from verbosity—particularly the team abbreviation lists and RGB color tables that Claude already knows. The workflow lacks validation checkpoints for verifying Home Assistant connectivity and API access before starting the tracker, which is important for a long-running monitoring process.
Suggestions
Remove or drastically reduce the team abbreviation lists and RGB color tables—Claude already knows team abbreviations and RGB values. Replace with a brief note like 'Use standard ESPN team abbreviations.'
Add a validation step in the workflow to test the Home Assistant connection and verify the light entity ID before starting the tracker (e.g., a test API call to toggle the light).
Move troubleshooting content to a separate TROUBLESHOOTING.md file and reference it from the main skill to improve progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill includes useful reference material but is overly verbose in places—the extensive team abbreviation lists and common RGB colors table are padding that Claude could easily generate on its own. The content could be significantly tightened. | 2 / 3 |
Actionability | Provides fully executable PowerShell commands with specific parameters, concrete examples of user requests, and copy-paste ready code snippets for starting, configuring, and stopping the tracker. | 3 / 3 |
Workflow Clarity | The workflow section has clear numbered steps with code examples, but lacks explicit validation checkpoints—there's no step to verify the Home Assistant connection works, confirm the light entity ID is valid, or verify the ESPN API returns data before proceeding. For a long-running process that can fail silently, this is a gap. | 2 / 3 |
Progressive Disclosure | The content is structured with clear sections, but the team abbreviation lists and RGB color tables bloat the main file when they could be referenced externally. The skill is monolithic when some content (troubleshooting, team lists) would benefit from being split out. | 2 / 3 |
Total | 9 / 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.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Repository
- Demerzels-lab/elsamultiskillagent
- Commit
45f9fac
- Reviewed
Table of Contents
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