juicebox-local-dev-loop
Configure Juicebox local dev workflow. Trigger: "juicebox local dev", "juicebox dev setup".
63
56%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./plugins/saas-packs/juicebox-pack/skills/juicebox-local-dev-loop/SKILL.mdQuality
Discovery
47%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 too terse and lacks specificity about what configuring the Juicebox local dev workflow actually entails. While the product-specific naming provides good distinctiveness, the description fails to enumerate concrete actions or provide comprehensive trigger coverage. The absence of an explicit 'Use when...' clause weakens its completeness.
Suggestions
Add specific concrete actions the skill performs, e.g., 'Sets up local database, configures environment variables, installs dependencies, and starts development servers for Juicebox.'
Add an explicit 'Use when...' clause, e.g., 'Use when the user wants to set up, configure, or troubleshoot a Juicebox local development environment.'
Expand trigger terms to include natural variations like 'set up juicebox locally', 'juicebox development environment', 'run juicebox on my machine', 'juicebox install'.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description says 'Configure Juicebox local dev workflow' which is a single vague action. It doesn't list any concrete actions like installing dependencies, setting up environment variables, configuring Docker, etc. | 1 / 3 |
Completeness | It has a minimal 'what' (configure local dev workflow) and provides trigger terms that serve as a partial 'when', but lacks an explicit 'Use when...' clause explaining the circumstances under which this skill should be selected. | 2 / 3 |
Trigger Term Quality | It includes 'juicebox local dev' and 'juicebox dev setup' which are relevant trigger terms, but misses common variations like 'juicebox development environment', 'set up juicebox locally', 'juicebox installation', or 'run juicebox locally'. | 2 / 3 |
Distinctiveness Conflict Risk | The skill is clearly scoped to 'Juicebox' which is a specific product/tool, making it highly distinctive and unlikely to conflict with other skills. | 3 / 3 |
Total | 8 / 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.
This skill provides solid, actionable code examples for setting up a Juicebox local dev environment with mock/live toggle. Its main weaknesses are an overly explanatory overview section, lack of explicit validation checkpoints when transitioning between mock and live modes (a potentially costly mistake), and inline code that could benefit from being split into referenced files.
Suggestions
Trim the Overview section to 1-2 sentences — remove the explanation of what Juicebox is and what mock mode conceptually provides.
Add an explicit validation checkpoint before switching from mock to live mode, e.g., 'Run /v1/usage to confirm credits available before setting MOCK_MODE=false'.
Add a numbered quick-start workflow at the top summarizing the sequence: 1. Setup env → 2. Start mock server → 3. Verify with curl → 4. Run tests → 5. Switch to live.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The overview paragraph is unnecessarily verbose, explaining what Juicebox is and what mock mode does conceptually — Claude doesn't need this context. The rest of the content is reasonably efficient but the mock data examples could be trimmed. | 2 / 3 |
Actionability | Provides fully executable TypeScript code for the dev server and mock routes, concrete bash commands for setup and testing, and a specific error handling table with causes and fixes. Everything is copy-paste ready. | 3 / 3 |
Workflow Clarity | The workflow steps (setup → server → mock → test) are implicitly sequenced by section order but lack explicit validation checkpoints. There's no verification step after environment setup or after switching from mock to live mode, which is important given the risk of consuming real API credits. | 2 / 3 |
Progressive Disclosure | The skill references a 'juicebox-debug-bundle' in Next Steps and links to external API docs, but the main content is fairly monolithic — the full mock implementation and server code are inline when they could be referenced as separate files. The structure is reasonable but not optimally split. | 2 / 3 |
Total | 9 / 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 | |
- Commit
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