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database-cloud-optimization-cost-optimize

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP.

49

Quality

53%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/database-cloud-optimization-cost-optimize/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

50%

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

The content is well-organized with clear sections and good intent framing, but it is held back by a verbatim description duplicate, abstract instructions lacking concrete tooling, a missing feedback loop, and a referenced playbook file that does not exist.

Suggestions

Remove the verbatim repeat of the description at the top of the body to recover token budget.

Add concrete tooling or commands (e.g., specific AWS/Azure/GCP CLI or billing query examples) to make instructions executable.

Either create the referenced `resources/implementation-playbook.md` or drop the broken reference so progressive disclosure points to a real file.

DimensionReasoningScore

Conciseness

The body is mostly lean, but it repeats the frontmatter description verbatim at the top and the Context section restates the same intent, which is unnecessary token spend that keeps it from a 3.

2 / 3

Actionability

Instructions give directional guidance ('Collect cost data by service, resource, and time window', 'Implement budgets, alerts') but no concrete commands, tooling, or queries, so key execution details are missing for an otherwise instruction-only skill.

2 / 3

Workflow Clarity

Steps are listed (collect, identify, propose, implement) and Safety mentions staging validation and rollback, but there is no integrated validate->fix->retry feedback loop in the main sequence, matching the 'steps present but checkpoints implicit' anchor.

2 / 3

Progressive Disclosure

A Resources section signals a one-level reference to `resources/implementation-playbook.md`, but that file does not exist among the bundle files, so the reference is broken and the body remains largely inline rather than appropriately split.

2 / 3

Total

8

/

12

Passed

Description

57%

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 clearly conveys a distinct cost-optimization niche and several concrete actions, but its second-person voice and missing explicit 'Use when' trigger guidance hold it back from top marks. Adding a trigger clause and shifting to third person would lift the weakest dimensions.

Suggestions

Rewrite in third person (e.g., 'Analyzes cloud spending...') to avoid the voice penalty on specificity.

Append an explicit 'Use when...' clause naming natural triggers like reducing cloud bills, rightsizing, or budget/tagging requests.

Add common user-facing terms ('billing', 'cost savings', 'cost controls') to broaden trigger term coverage.

DimensionReasoningScore

Specificity

Lists several concrete actions ('Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP') which would anchor at 3, but the second-person 'You are a cloud cost optimization expert' triggers the voice penalty reducing specificity by 1.

2 / 3

Completeness

The 'what' is covered (analyze spending, identify savings, implement architectures) but there is no explicit 'Use when...' trigger clause, so per the guidelines completeness is capped at 2.

2 / 3

Trigger Term Quality

Relevant natural terms appear ('cloud cost optimization', 'cloud spending', 'AWS, Azure, and GCP') but common variations a user might say ('billing', 'cost savings', 'rightsizing', 'cut cloud bill') are missing, matching the 'some relevant keywords but missing common variations' anchor.

2 / 3

Distinctiveness Conflict Risk

The cloud cost optimization niche across AWS/Azure/GCP is clearly distinct with domain-specific triggers, making it unlikely to fire for unrelated skills.

3 / 3

Total

9

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
rmyndharis/antigravity-skills
Reviewed

Table of Contents

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