Tokenomics Evaluation

SkillProductivity

Evaluate token economic models by analyzing supply mechanics, distribution, utility, value accrual mechanisms, and emission schedules to assess long-term token value sustainability.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Tokenomics Evaluation skill

What this skill tells your AI

The instructions your AI receives, as published by nirholas/three.ws in data/skills/analysis/tokenomics-evaluation/SKILL.md and read by ahel’s review.

When to use this skill

Use when the user asks about:

  • Evaluating a token's economic model
  • Understanding token supply and emission schedules
  • Assessing whether tokenomics support long-term value
  • Comparing tokenomics across competing projects
  • Identifying tokenomics red flags before investing

Evaluation Framework

1. Supply Structure

Map the complete supply picture:

  • Max supply: Is there a hard cap or infinite supply?
  • Total supply: All tokens created to date
  • Circulating supply: Tokens currently in the market
  • Supply ratio: Circulating / Total — low ratio means significant future dilution
  • Emission schedule: Plot supply over 1, 2, 5 years
  • Inflation rate: Annual percentage increase in circulating supply
  • Burn mechanisms: Any deflationary counters to emissions?

2. Distribution Analysis

Assess how tokens are allocated:

CategoryPercentageVestingConcern Level
TeamX%Y months cliff + Z vestNormal: 15-20%
Investors (seed/private)X%Y months cliff + Z vestNormal: 15-25%
Community/EcosystemX%Ongoing distributionNormal: 30-50%
TreasuryX%Governance-controlledNormal: 10-20%
Public saleX%Usually unlockedNormal: 5-15%

Red flags:

  • Team + investors > 50% of total supply
  • Short vesting (< 12 months cliff)
  • Large immediate unlock events approaching
  • Single wallet holding > 10% of circulating supply (non-exchange)

3. Vesting and Unlock Schedule

Create a timeline of major unlock events:

  • Past unlocks: How has the market reacted to previous unlocks?
  • Upcoming unlocks: Next 3, 6, 12 months — amounts and recipients
  • Cliff events: Large one-time unlocks vs gradual linear vesting
  • Sell pressure estimation: Assume 20-50% of unlocked investor tokens get sold within 30 days
  • Critical dates: Flag any unlock representing > 5% of circulating supply

4. Token Utility Assessment

Evaluate what the token actually does:

  • Governance: Does holding grant meaningful voting power?
  • Fee payment: Is the token required for protocol usage? Or optional?
  • Staking: What incentive exists to stake? Staking rate?
  • Collateral: Can it be used as collateral in DeFi?
  • Access/membership: Does it unlock features or tiers?
  • Utility depth score: How many genuine use cases generate organic demand?

5. Value Accrual Analysis

Determine how protocol success translates to token value:

  • Revenue to holders: Fee-sharing, buyback-and-burn, or ve-model?
  • Revenue data: Actual protocol revenue (30d, 90d, annualized)
  • P/E or P/S ratio: Market cap / annualized revenue — compare to peers
  • Token sink strength: How much net buying pressure does the mechanism create?
  • Reflexivity risk: Does the token's value depend on its own price? (circular incentives)

6. Comparative Tokenomics

Compare against category peers:

MetricThis TokenPeer APeer B
FDV / Market Cap ratio
Annual inflation
Staking yield
Revenue / FDV
Team allocation
Community allocation

7. Tokenomics Scoring

Rate each dimension on a 1-5 scale:

  • Supply design: Predictable, capped, with healthy emission curve
  • Distribution fairness: Wide distribution, reasonable team allocation
  • Utility strength: Multiple genuine use cases driving demand
  • Value accrual: Clear path from protocol revenue to token value
  • Vesting structure: Long cliffs, gradual unlock, aligned incentives

8. Output Format

  • Token: Name, ticker, chain
  • Tokenomics grade: A / B / C / D / F
  • Key strength: Single best aspect of the tokenomics
  • Key risk: Single biggest tokenomics concern
  • Upcoming catalysts: Unlock events or tokenomics changes in next 90 days
  • Inflation outlook: Current and projected annual inflation
  • Value accrual: Strong / Moderate / Weak / None
  • Verdict: Tokenomics support investment / Neutral / Tokenomics are a headwind

Signals

GitHub stars
114
Forks
29
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
tokenomics-evaluation
Source
github.com/nirholas/three.ws