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subscription-lifecycle

When the user wants to optimize their subscription business end-to-end — from trial start through renewal, cancellation, and win-back. Use when the user mentions "subscription lifecycle", "trial conversion", "churn", "cancellation", "win-back", "lapsed subscribers", "dunning", "billing retry", "grace period", "renewal rate", "subscriber LTV", or "resubscribe". For paywall design and pricing strategy, see monetization-strategy. For subscription analytics dashboards, see app-analytics.

73

Quality

90%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

86%Weight 40%Scale 1-5

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

A dense, highly actionable advisory skill that earns its tokens with operational specifics. Its main weakness is progressive disclosure: a dangling revenuecat.md reference and all detail inlined rather than split into bundle files.

Suggestions

Add the missing revenuecat.md bundle file (under references/) or remove the dangling "See `revenuecat.md` integration guide" reference so navigation is not broken.

Split the larger reference material (e.g., the Key Metrics table and dunning/win-back schedules) into one-level-deep reference files linked from the overview to improve progressive disclosure.

Add an explicit validation checkpoint in the output workflow (e.g., confirm a metric against its benchmark before promoting it to a Top Issue / Priority action).

DimensionReasoningScore

Conciseness

Lean, table- and schedule-driven content that adds domain-specific operational knowledge (benchmarks, dunning day-by-day schedule, win-back ladder) Claude would not reliably know; no padding or explanation of basic concepts.

5 / 5

Actionability

Copy-paste-ready operational guidance: day-by-day trial nurture copy, a numbered cancellation flow, a day-by-day dunning table, a win-back offer ladder with specific discount percentages, and exit-survey options.

5 / 5

Workflow Clarity

Stages 1–4 are clearly sequenced and sub-flows (cancellation, dunning, win-back ladder) are ordered, but there are no explicit validation checkpoints before recommending fixes; minor gaps keep it below 5.

4 / 5

Progressive Disclosure

Well-organized with clear section headers and a Related Skills block, but everything is inlined in one ~200-line file with no bundle files; the inline "See `revenuecat.md` integration guide" references a file that is not present in the bundle.

3 / 5

Total

17

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, well-scoped description with comprehensive trigger terms and explicit when/what coverage, written in acceptable third-person voice. Minor room to sharpen the governing action verb beyond "optimize".

DimensionReasoningScore

Specificity

Names the domain and concrete stages — "from trial start through renewal, cancellation, and win-back" — but the governing verb "optimize" is somewhat generic, leaving minor coverage gaps relative to a fully comprehensive action list.

4 / 5

Completeness

Explicitly answers both what ("optimize their subscription business end-to-end") and when ("Use when the user mentions …") with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger list including synonyms and variations: "subscription lifecycle", "trial conversion", "churn", "cancellation", "win-back", "lapsed subscribers", "dunning", "billing retry", "grace period", "renewal rate", "subscriber LTV", "resubscribe".

5 / 5

Distinctiveness Conflict Risk

Clear subscription-lifecycle niche with distinct triggers, plus explicit boundary routing to monetization-strategy and app-analytics for adjacent topics, minimizing conflict risk.

5 / 5

Total

19

/

20

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
Eronred/aso-skills
Reviewed

Table of Contents

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