# stablecoin-analysis

> Claude/Codex skill by [@allium-labs](https://omgskills.com/library/allium-labs/index.md) · 0 stars · Updated 2026-10-23

Methodology playbook for analyzing stablecoin volume, supply, holders, and geographic usage on Allium — USDC, USDT, DAI, USDS, RLUSD, USDG, JPYC, and other fiat/crypto/ algorithmic-backed stablecoins. Use whenever a question touches stablecoin transfer volume, circulating supply, wallet/holder counts, geo splits, or cross-chain deployments — even if the user just names a specific stablecoin, asks for "adoption" or "usage" numbers, or asks to compare volume to a chart/number they already have. Covers the raw-vs-adjusted volume distinction, chain-specific double-counting mechanics, and address/case-sensitivity gotchas that come up repeatedly before you write the SQL.

## Install

```sh
git clone https://github.com/allium-labs/allium-claude-plugin /tmp/allium-claude-plugin && ln -s /tmp/allium-claude-plugin/skills/stablecoin-analysis ~/.claude/skills/stablecoin-analysis
```

## From README

Stablecoin Analysis The single most consequential decision in any stablecoin volume question is raw vs. adjusted volume — get that wrong and every downstream number is off by 5-20x. Read this before writing SQL. Raw volume overstates organic activity — use adjusted Per-transfer tables include CEX-internal transfers, DeFi-protocol internal movements, MEV, and wash flows. SUM(usdamount) on a raw transfers table answers "how much value moved," not "how much real economic activity happened" — and the two can differ by an order of magnitude. For real adoption/ analysis, use the entity-adjusted volume columns (look for isadjustedvolume, isinorganicsender/isinorganicreceiver, ismevtransfer style flags, or a pre-aggregated entity-adjusted metrics table) rather than raw SUM. If a user shares a chart or number they already trust and your raw-volume query comes back 5-20x higher, that's usually not a bug in your query — it's the raw-vs-adjusted gap.

## Links

- HTML page: https://omgskills.com/library/allium-labs/allium-claude-plugin/skills/stablecoin-analysis/
- GitHub: https://github.com/allium-labs/allium-claude-plugin
- Author: [@allium-labs](https://omgskills.com/library/allium-labs/index.md)

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