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juicebox-performance-tuning

Optimize Juicebox performance. Trigger: "juicebox performance", "optimize juicebox".

57

Quality

66%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./plugins/saas-packs/juicebox-pack/skills/juicebox-performance-tuning/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%Weight 40%Scale 1-5

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 and largely actionable with concrete code and specific parameters, but it presents parallel techniques rather than a validated workflow and relies on references that do not resolve to real files. Adding validation steps and real reference paths would lift the weaker dimensions.

Suggestions

Introduce an explicit sequenced workflow with validation checkpoints (e.g., validate chunk upload before enqueueing the next, and a validate->fix->retry loop for bulk enrichment) to satisfy the batch-operation feedback-loop requirement.

Resolve or remove dangling references: either create the referenced files (e.g. references/reference-architecture.md) and link them as real paths, or drop the 'Next Steps' and 'Resources' pointers that point to nothing.

Fix the executable-code gaps so examples are copy-paste ready: await the retry call in withRateLimit, replace `import { Agent } from 'https'` with the correct Node https.Agent usage, and wire track() into the actual call sites.

DimensionReasoningScore

Conciseness

The body is largely code-first and assumes competence, with only minor over-explanation (e.g., the inline comment restating the TTLs already in code and a somewhat long Overview paragraph); matches the efficient-but-trimmable anchor 4 rather than the fully lean anchor 5.

4 / 5

Actionability

Provides concrete, mostly executable TypeScript with specific numeric parameters plus an actionable checklist and error-fix table; minor gaps (the retry in withRateLimit is not awaited, `Agent` from 'https' is not a real Node API, and `track` is never wired in) keep it just below fully copy-paste-ready anchor 5.

4 / 5

Workflow Clarity

Content is organized as parallel techniques rather than a sequenced workflow, and the batch/destructive operations (bulk enrichment, large uploads) lack explicit validation checkpoints or validate->fix->retry feedback loops, which per the rubric caps workflow clarity at 3.

3 / 5

Progressive Disclosure

Sections are reasonably organized, but the references are not backed by real bundle files (no references/scripts/assets dirs exist) and are not clearly signaled as paths ('See juicebox-reference-architecture', bare 'Juicebox API Docs'), matching the anchor where structure exists but references are not clearly signaled.

3 / 5

Total

14

/

20

Passed

Description

68%Weight 40%Scale 1-5

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 product-specific with an explicit trigger clause and low conflict risk, but it under-specifies concrete capabilities, naming only a generic 'optimize' action. Tightening specificity and broadening trigger coverage would raise the score.

Suggestions

Replace the generic 'Optimize Juicebox performance' with concrete actions, e.g. 'Cache searches, batch profile enrichment, and chunk large dataset uploads to speed up Juicebox analysis.'

Expand the Trigger list with more natural variations users might say, such as 'juicebox slow', 'juicebox API timeout', or 'juicebox rate limit'.

Add an explicit 'Use when...' framing tied to the concrete actions so the 'when' guidance is as clear as the 'what'.

DimensionReasoningScore

Specificity

Names the domain ('Juicebox performance') but offers only a single generic action ('Optimize'), with no concrete enumerated capabilities; matches the score-2 anchor of minimal/generic actions rather than the 1-2 concrete actions required for a 3.

2 / 5

Completeness

Explicitly states both what ('Optimize Juicebox performance') and when (an explicit 'Trigger:' clause, so the missing-trigger cap does not apply), but the 'when' is terse and could be more specific, matching anchor 4 rather than the fully explicit anchor 5.

4 / 5

Trigger Term Quality

Provides natural product-specific phrases ('juicebox performance', 'optimize juicebox') a user would plausibly say, with reasonable synonym coverage; a few broader variations are missing so it sits just below the comprehensive anchor 5.

4 / 5

Distinctiveness Conflict Risk

The Juicebox-specific trigger phrases carve a clear niche unlikely to fire for unrelated skills, matching the anchor for minimal conflict risk.

5 / 5

Total

15

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

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

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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