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juicebox-cost-tuning

Optimize Juicebox costs. Trigger: "juicebox cost", "juicebox billing", "juicebox budget".

58

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

65%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is commendably concise and well-sectioned with one executable snippet, but it under-delivers on actionable detail for the strategies, lacks a true sequenced workflow with validation checkpoints, and breaks progressive disclosure by referencing a non-existent path instead of the actual implementation guide.

Suggestions

Link the real bundle file correctly, e.g. "See [implementation-guide.md](references/implementation-guide.md) for caching, dedup, and batching code," instead of the non-existent `juicebox-reference-architecture`.

Turn the four reduction strategies into a sequenced workflow with a validation checkpoint (e.g. check quota → apply filters → enrich top candidates → verify usage drop).

Add one short executable example per high-value strategy (caching or batching) inline rather than only in the reference.

DimensionReasoningScore

Conciseness

The body is lean: a cost-factor table, four short strategies, one focused code snippet, and links — no padding and no explanation of concepts Claude already knows, so it earns anchor 3.

3 / 3

Actionability

The quota-monitoring TypeScript snippet is concrete and executable, but the four reduction strategies are high-level directives without code, and the bulk of actionable detail lives in an unlinked reference, leaving guidance incomplete.

2 / 3

Workflow Clarity

The numbered reduction strategies are parallel tactics rather than a sequenced process; the only checkpoint is the implicit 80% quota check, and there is no validate-then-proceed feedback loop, so it sits at anchor 2.

2 / 3

Progressive Disclosure

Sections are well organized and a one-level-deep reference file exists (references/implementation-guide.md), but the body points to a non-existent "juicebox-reference-architecture" and never links the real file, so navigation is mis-signaled.

2 / 3

Total

9

/

12

Passed

Description

72%

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 uses third person, names a clear niche, and supplies explicit natural trigger phrases, which is strong on distinctiveness and trigger quality. Its weakness is a vague "what" ("Optimize Juicebox costs") that lacks concrete enumerated actions.

Suggestions

Expand "Optimize Juicebox costs" into concrete actions, e.g. "Cache searches, batch enrichments, and monitor quotas to reduce Juicebox API spend."

Tighten the Trigger block into a "Use when the user mentions Juicebox cost, billing, or budget…" clause so what-and-when are clearly answered together.

DimensionReasoningScore

Specificity

Names the domain ("Juicebox costs") and one action ("Optimize"), but the single verb is abstract and does not list multiple concrete actions, so it falls short of anchor 3.

2 / 3

Completeness

It has a "what" ("Optimize Juicebox costs") and an explicit "when" via the Trigger clause, but the "what" is vague and not clearly comprehensive, so it does not reach the clearly-answers-both bar of anchor 3.

2 / 3

Trigger Term Quality

Explicit trigger block lists natural user phrases ("juicebox cost", "juicebox billing", "juicebox budget") giving good coverage of terms a user would actually say.

3 / 3

Distinctiveness Conflict Risk

The Juicebox-specific niche and branded triggers ("juicebox cost/billing/budget") make it clearly distinguishable and unlikely to fire for an unrelated skill.

3 / 3

Total

10

/

12

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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