Create a minimal Juicebox people search example. Trigger: "juicebox hello world", "first people search", "test juicebox".
83
81%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Advisory
Suggest reviewing before use
Quality
Discovery
75%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 functional and clearly scoped to a niche use case (Juicebox people search hello world), which gives it strong distinctiveness and completeness. However, it lacks depth in specifying concrete actions beyond 'create a minimal example' and could benefit from broader trigger term coverage to capture more natural user phrasings.
Suggestions
Add more specific actions describing what the minimal example includes, e.g., 'Sets up API authentication, runs a basic people search query, and displays results'.
Expand trigger terms with common variations users might say, such as 'juicebox quickstart', 'juicebox getting started', 'people search demo', or 'juicebox sample code'.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain ('Juicebox people search') and a specific action ('Create a minimal example'), but doesn't list multiple concrete actions or elaborate on what the example entails. | 2 / 3 |
Completeness | It answers both 'what' (create a minimal Juicebox people search example) and 'when' (explicit trigger terms provided). The trigger clause is present and explicit. | 3 / 3 |
Trigger Term Quality | Includes some natural trigger terms like 'juicebox hello world', 'first people search', and 'test juicebox', but these are fairly narrow and miss common variations a user might say (e.g., 'juicebox quickstart', 'people search demo', 'juicebox setup'). | 2 / 3 |
Distinctiveness Conflict Risk | The description is highly specific to 'Juicebox people search' with distinct trigger terms that are unlikely to conflict with other skills. | 3 / 3 |
Total | 10 / 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 hello-world skill that provides three concrete, executable examples covering the core Juicebox use cases. Its main weakness is the lack of setup/prerequisite steps (SDK installation, client initialization in Python, API key configuration), which means a user can't truly copy-paste and run without filling in gaps. The content is otherwise concise, well-organized, and actionable.
Suggestions
Add a brief setup section showing SDK installation (`npm install @juicebox/sdk` / `pip install juicebox-sdk`) and API key configuration before the examples.
Show the Python client initialization (import + client creation) in Example 3 to make it self-contained like the TypeScript examples.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient. No unnecessary explanations of what Juicebox is or how APIs work. Every section delivers actionable content without padding. | 3 / 3 |
Actionability | All three examples are concrete, executable code snippets with realistic queries and output formatting. The error handling table provides specific cause-solution pairs. Code is copy-paste ready. | 3 / 3 |
Workflow Clarity | The three examples are clearly separated and labeled, but there's no sequenced workflow connecting them (e.g., setup steps like installing the SDK, setting the API key env var, or initializing the client in Python). The skill presents independent examples rather than a guided flow. | 2 / 3 |
Progressive Disclosure | The content is well-structured with a clear overview, three concise examples, an error table, external resource links, and a pointer to production patterns. For a skill under 50 lines, this is appropriately organized with one-level-deep references. | 3 / 3 |
Total | 11 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
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Table of Contents
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