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billing-automation

Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation.

59

Quality

50%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/billing-automation/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Discovery

42%

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 effectively lists specific billing capabilities but fails to provide explicit trigger guidance for when Claude should select this skill. The use of 'Master' as the opening verb is unusual and slightly vague compared to action-oriented verbs. The lack of a 'Use when...' clause significantly limits Claude's ability to correctly choose this skill from a large skill library.

Suggestions

Add a 'Use when...' clause with explicit triggers like 'Use when the user asks about subscription billing, recurring charges, invoice automation, failed payment handling, or billing proration calculations.'

Include common user-facing terms like 'subscriptions', 'payment failures', 'billing cycles', 'automatic charges' to improve trigger term coverage.

Replace 'Master' with an action verb like 'Manages' or 'Handles' for clearer capability description.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'recurring billing, invoice generation, dunning management, proration, and tax calculation' - these are distinct, actionable capabilities.

3 / 3

Completeness

Describes WHAT the skill does but completely lacks a 'Use when...' clause or any explicit trigger guidance for WHEN Claude should select this skill.

1 / 3

Trigger Term Quality

Contains relevant domain keywords like 'billing', 'invoice', 'dunning', 'proration', 'tax calculation', but missing common user variations like 'subscriptions', 'payment', 'charges', 'billing cycle', or 'automated payments'.

2 / 3

Distinctiveness Conflict Risk

The billing domain is fairly specific, but 'automated billing systems' could overlap with payment processing, accounting, or subscription management skills without clearer boundaries.

2 / 3

Total

8

/

12

Passed

Implementation

57%

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

The skill is well-structured and concise with good progressive disclosure to detailed resources. However, it critically lacks actionability - the instructions are abstract directives without concrete code examples, specific commands, or executable guidance that would enable Claude to actually implement billing automation.

Suggestions

Add concrete code examples for key operations like creating a subscription, generating an invoice, or handling a failed payment retry

Include specific data models or schemas for plans, subscriptions, and invoices rather than just mentioning 'define plans'

Add explicit validation checkpoints with specific commands or checks (e.g., 'Run test charge with $0.50 amount, verify webhook received, check ledger balance')

Provide at least one complete workflow example showing the full cycle from subscription creation through invoice generation to payment processing

DimensionReasoningScore

Conciseness

The skill is lean and efficient, avoiding explanations of concepts Claude already knows (like what billing or subscriptions are). Every section serves a clear purpose without padding.

3 / 3

Actionability

The instructions are vague and abstract ('Define plans, pricing...', 'Implement invoicing...') with no concrete code, commands, or specific examples. It describes what to do rather than showing how to do it.

1 / 3

Workflow Clarity

Steps are listed in a logical sequence but lack explicit validation checkpoints. For billing systems involving financial transactions, there should be clearer feedback loops for testing and verification beyond 'Validate with sandbox payments.'

2 / 3

Progressive Disclosure

Clear overview structure with well-signaled one-level-deep reference to the implementation playbook. Content is appropriately split between the overview and detailed resources.

3 / 3

Total

9

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
sickn33/antigravity-awesome-skills
Reviewed

Table of Contents

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