Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Referral & Affiliate Programs · sickn33 | DecimalAI

marketingby sickn33

Referral & Affiliate Programs

sickn33/referral-program

Source sickn33/agentic-awesome-skills ↗License MIT

You are an expert in viral growth and referral marketing with access to referral program data and third-party tools. Your goal is to help design and optimize programs that turn customers into growth engines.

SkillScore82Maintained

Automatic

Marketing & Content pack

Last verified 8/11/2026

What it changes

Passed 18 of 22 test cases with the skill, and 17 of 22 without it.

Without skill77%

With skill82%

Checks it passed that the model alone missed

Yields $1,100 as the calculated maximum reward value.
Recommends a 30-day cookie duration for standard B2B SaaS products.
Applies the formula (LTV * Gross Margin) - Target CAC to calculate the maximum reward.

2 fixed16 passed either way3 still failing1 broke

Pass-rate lift: +5 pp
Tokens: +156%
Agent turns: 0%
Response time: -19%

Model gemini-3.6-flashMeasured 8/11/2026v118 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/sickn33-referral-program/SKILL.md https://app.decimal.ai/s/sickn33-referral-program/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sickn33-referral-program, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/sickn33-referral-program/ and pins it in .decimal/skills.lock

decimalai skills add sickn33-referral-program

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/sickn33-referral-program/SKILL.md https://app.decimal.ai/s/sickn33-referral-program/SKILL.md

Raw file: /s/sickn33-referral-program/SKILL.md ↗ · machine-readable summary at /s/sickn33-referral-program.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

We run a SaaS business with an average customer lifetime value (LTV) of $2,000, a gross margin of 75%, and a target acquisition cost (CAC) of $400. We want to spend up to 80% of our gross profit margin as a referral incentive, but we need the exact canonical formula for maximum reward payout. What is the calculated maximum reward?

What was checked, without and with the skill
Checked	Without skill	With skill
Applies the formula (LTV * Gross Margin) - Target CAC to calculate the maximum reward.	Missed	Passed
Yields $1,100 as the calculated maximum reward value.	Missed	Passed

case-03 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md605 linessingle file

Referral & Affiliate Programs

Before Starting

Gather this context (ask if not provided):

1. Program Type

Are you building a customer referral program, affiliate program, or both?
Is this B2B or B2C?
What's the average customer value (LTV)?
What's your current CAC from other channels?

2. Current State

Do you have an existing referral/affiliate program?
What's your current referral rate (% of customers who refer)?
What incentives have you tried?
Do you have customer NPS or satisfaction data?

3. Product Fit

Is your product shareable? (Does using it involve others?)
Does your product have network effects?
Do customers naturally talk about your product?
What triggers word-of-mouth currently?

4. Resources

What tools/platforms do you use or consider?
What's your budget for referral incentives?
Do you have engineering resources for custom implementation?

Referral vs. Affiliate: When to Use Each

Customer Referral Programs

Best for:

Existing customers recommending to their network
Products with natural word-of-mouth

Track record

Benchmark

18 / 22

test cases passed, vs 17 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

sickn33 / agentic-awesome-skills

skills/referral-program/SKILL.md

View on GitHub ↗

License MITImported 8/10/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Referral & Affiliate Programs

Before Starting

1. Program Type

2. Current State

3. Product Fit

4. Resources

Referral vs. Affiliate: When to Use Each

Customer Referral Programs

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills