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incentive-design

Use when structuring payouts, tiers, and eligibility for referral programs.

Stars
259
Source
gtmagents/gtm-agents
Updated
2026-04-03
Slug
gtmagents--gtm-agents--incentive-design
View on GitHubRaw SKILL.md

// install — copy + paste into any project

mkdir -p .claude/skills && curl -fsSL https://raw.githubusercontent.com/gtmagents/gtm-agents/HEAD/plugins/referral-program-orchestration/skills/incentive-design/SKILL.md -o .claude/skills/incentive-design.md

Drops the SKILL.md into .claude/skills/incentive-design.md. Works with Claude Code, Cursor, and any agent that loads SKILL.md files from .claude/skills/.

Referral Incentive Design Skill

When to Use

  • Launching new referral or affiliate programs.
  • Revisiting incentive structures after performance reviews.
  • Adapting rewards for new personas, products, or regions.

Framework

  1. Objective Alignment – tie incentives to desired behavior (lead quality, revenue, product adoption).
  2. Structure Options – choose between cash, credits, swag, tiered multipliers, or charitable donations.
  3. Economics – model CAC/LTV impact, cap payouts, and define clawback rules.
  4. Compliance – account for tax reporting, regional regulations, and contractual clauses.
  5. Experimentation – define hypotheses, guardrails, and measurement cadence.

Templates

  • Incentive matrix (persona → action → reward → cap → notes).
  • Budget planner comparing reward scenarios vs target outcomes.
  • A/B test brief for incentive experiments.

Tips

  • Keep tiers simple; too many options create friction.
  • Pair with finance/legal early to avoid rework.
  • Document changes with effective dates for auditability.