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ideogram-cost-tuning

Optimize Ideogram costs through model selection, caching, and usage monitoring. Use when analyzing Ideogram billing, reducing API costs, or implementing budget alerts and usage tracking. Trigger with phrases like "ideogram cost", "ideogram billing", "reduce ideogram costs", "ideogram pricing", "ideogram budget", "ideogram credits".

72

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

80%

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

The body is highly actionable and token-efficient, with executable code and concrete pricing data rather than concept explanations. Its main gaps are the absence of explicit validation/retry checkpoints in the batch and budget workflows, and the lack of any split-out reference files despite a fairly long inline body.

Suggestions

Add explicit validation/retry feedback loops to the batch-generation and budget-tracking steps (e.g., verify a cache hit before charging a credit, test the budget alert path before relying on it) to lift workflow clarity.

Move the full code samples and/or the pricing reference into bundled reference files under references/ and link to them from SKILL.md so the main file stays a concise overview.

Note that the pricing figures are time-sensitive and point readers to the official pricing page for current rates so stale numbers are less likely to be applied verbatim.

DimensionReasoningScore

Conciseness

The body is lean and instruction-driven — a pricing table, executable TypeScript snippets, a settings block, and an error table — with no padding explaining concepts Claude already knows. Inline cost-math comments reinforce the optimization rationale rather than restating basics.

3 / 3

Actionability

Provides fully executable, copy-paste-ready TypeScript (generate, batch, cache, budget-track), specific model names and per-image costs, concrete dashboard top-up settings, and a cause/solution error table. Concrete guidance throughout with no pseudocode.

3 / 3

Workflow Clarity

Steps 1–5 are clearly sequenced and an error-handling table plus checklist exist, but the workflow involves batch/cost-sensitive operations (batching, caching, budget enforcement) with no explicit validate-then-proceed checkpoints or fix-retry feedback loops, which caps clarity at 2 per the rubric.

2 / 3

Progressive Disclosure

Sections are well-organized and references are only one level deep (Next Steps points to a sibling skill, plus external links), but no bundle files exist and substantial content that could live in separate reference files (full code samples, the pricing table) is all inline, fitting the score-2 anchor.

2 / 3

Total

10

/

12

Passed

Description

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.

The description is specific, complete, and well-targeted: it states concrete actions, gives an explicit 'Use when' trigger, and lists natural keyword phrases. It uses neutral third-person voice and avoids fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'model selection, caching, and usage monitoring' — plus 'analyzing Ideogram billing, reducing API costs', 'budget alerts and usage tracking'. Matches the score-3 anchor of listing several specific actions rather than vague language.

3 / 3

Completeness

Explicitly answers both 'what' (optimize costs via model selection/caching/monitoring) and 'when' with a clear 'Use when...' clause and explicit trigger phrases, matching the score-3 example structure.

3 / 3

Trigger Term Quality

Provides natural trigger phrases a user would actually say: 'ideogram cost', 'ideogram billing', 'reduce ideogram costs', 'ideogram pricing', 'ideogram budget', 'ideogram credits' — broad coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Scoped tightly to Ideogram cost optimization with Ideogram-specific trigger phrases, making it unlikely to fire for unrelated skills; clear niche with distinct triggers.

3 / 3

Total

12

/

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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