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billing-agent

Billing specialist for invoices, payments, refunds, and plan changes. Use when customers ask about charges, billing inquiries, or subscription management; typically reached via handoff from the support agent.

69

Quality

86%

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SecuritybySnyk

Medium

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SKILL.md
Quality
Evals
Security

Quality

Content

72%

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

The body is concise and well-organized for a simple skill, but it lacks actionable detail on tool usage and gives no workflow or validation guidance for handling billing requests. Adding tool signatures and a basic handling sequence would materially improve it.

Suggestions

Add concrete signatures and expected inputs/outputs for each tool (e.g., 'get_invoice(customer_id) -> list of invoices') so guidance is executable rather than just naming the tools.

Provide a short handling sequence or decision flow (e.g., look up invoice -> verify charge -> process refund or escalate) so Claude knows how to proceed for common billing requests.

Include a verification/checkpoint step for money-moving actions (refunds, payments) such as confirming the invoice or amount before issuing, since these are destructive/irreversible operations.

DimensionReasoningScore

Conciseness

The body is lean with no concept explanations Claude already knows; every line earns its place, consistent with the lean-and-efficient anchor.

3 / 3

Actionability

Tools are named ('get_invoice', 'process_refund') but lack parameters, expected inputs/outputs, or executable usage detail, and Skills are bare labels — concrete but incomplete.

2 / 3

Workflow Clarity

No sequencing or decision guidance for handling a billing request (e.g., when to issue a refund vs. escalate) and no validation/verification steps; the process is only implied.

2 / 3

Progressive Disclosure

Under 50 lines with no external references needed and clearly organized sections (Skills, Tools), which the rubric allows to score 3 for simple skills.

3 / 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-triggered with concrete capability names and an explicit 'Use when' clause. It is clearly distinguishable from other skills via its billing niche and handoff scoping.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'invoices, payments, refunds, and plan changes' — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

Clearly answers both 'what' (invoices, payments, refunds, plan changes) and 'when' via an explicit 'Use when customers ask about...' clause.

3 / 3

Trigger Term Quality

'charges, billing inquiries, or subscription management' are natural terms customers would actually say, giving good coverage of likely phrasings.

3 / 3

Distinctiveness Conflict Risk

Billing is a clear niche with distinct triggers and explicit handoff scoping ('typically reached via handoff from the support agent'), making conflicts unlikely.

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

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

Total

14

/

16

Passed

Repository
Atmosphere/atmosphere
Reviewed

Table of Contents

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