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referral-program

When the user wants to design, launch, or optimize an in-app referral / invite / share-to-earn program — including reward structure, mechanics, fraud prevention, deep link setup, and viral coefficient measurement. Use when the user mentions "referral program", "invite a friend", "refer and earn", "share to earn", "viral loop", "viral coefficient", "K-factor", "double-sided rewards", "give X get X", "referral rewards", "invite link", "share sheet", "Branch referrals", "in-app invites", or "how to make my app go viral". For deep link infrastructure that referrals depend on, see attribution-setup. For organic content-driven virality (UGC, creator), see creator-ugc-marketing.

72

Quality

89%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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, actionable advisory skill with concrete formulas, templates, and checklists. Slightly verbose in advisory sections and lacks explicit error-recovery feedback loops.

Suggestions

Tighten the 'Is a Referral Program Right for You' section — collapse the table into a single concise fit/weak-fit heuristic to reduce advisory padding.

Add an explicit validate→fix→retry loop for the launch checklist (e.g., 'if reward issuance test fails, re-instrument events and re-test end-to-end').

Consider moving the detailed reward-pattern and fraud-mitigation tables into a references/ file, leaving SKILL.md as a lean overview with one-level-deep pointers.

DimensionReasoningScore

Conciseness

Table-driven and assumes Claude's competence without explaining what a referral program is, but advisory sections like 'Is a Referral Program Right for You' add a little non-essential padding.

4 / 5

Actionability

Provides a concrete sizing formula, K-factor formula, specific default reward ranges, named tools/MMPs, a copy-paste output template, and an instrumented analytics event list — fully actionable for an advisory skill.

5 / 5

Workflow Clarity

Clear sequenced flow from assessment through output with a launch-checklist containing validation items, but lacks explicit validate→fix→retry feedback loops that would warrant a 5.

4 / 5

Progressive Disclosure

Single well-organized SKILL.md with clear section headers and one-level-deep, clearly signaled cross-skill handoffs; no nested references, though a few detailed tables could optionally live in separate reference files.

4 / 5

Total

17

/

20

Passed

Description

96%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, specific description with comprehensive triggers and an explicit use-when clause. Disambiguation handoffs further reduce conflict risk.

DimensionReasoningScore

Specificity

Lists multiple concrete sub-capabilities — 'reward structure, mechanics, fraud prevention, deep link setup, and viral coefficient measurement' — giving comprehensive coverage of the domain.

5 / 5

Completeness

Explicitly answers 'what' (design/launch/optimize a referral program with named sub-areas) and 'when' via a concrete 'Use when the user mentions...' clause with multiple trigger phrases.

5 / 5

Trigger Term Quality

Roughly 18 natural trigger phrases including synonyms ('invite a friend', 'refer and earn', 'give X get X') and product names ('Branch referrals'), matching the comprehensive-synonyms anchor.

5 / 5

Distinctiveness Conflict Risk

Clear niche with explicit handoffs to attribution-setup and creator-ugc-marketing reducing conflict; the broad phrase 'how to make my app go viral' introduces minor overlap risk, keeping it just below the minimal-conflict anchor.

4 / 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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