AGENT SKILL

wealthville-pool-scoring

Score DeFi liquidity pools before providing liquidity. Returns a 0-100 pool score and an Enter/Hold/Exit/Reduce/Avoid verdict with calibrated confidence for ~68,800 Solana pools and 575 EVM pools, plus a public miss-inclusive track record. Use when asked whether a pool is worth LPing into, which pools look best right now, or how accurate the scores have actually been.

License 许可
MIT
最近更新
2026-11-11
Stars
★ 3.3w
Forks
3.9k

01 前言 Front Matter

name
wealthville-pool-scoring
description
Score DeFi liquidity pools before providing liquidity. Returns a 0-100 pool score and an Enter/Hold/Exit/Reduce/Avoid verdict with calibrated confidence for ~68,800 Solana pools and 575 EVM pools, plus a public miss-inclusive track record. Use when asked whether a pool is worth LPing into, which pools look best right now, or how accurate the scores have actually been.

03 SKILL.md 正文

WealthVille — liquidity-pool scoring

Answer "should I put liquidity in this pool?" with a number, a verdict, and the evidence for how often that verdict has been right.

Covers ~68,800 Solana pools (Meteora DLMM, Orca Whirlpool, Raydium AMM/CLMM/CPMM) and 575 EVM pools across Ethereum, Arbitrum, Base, Optimism, Polygon and BSC (Uniswap v2/v3/v4, Aave, Morpho, Pendle, Curve, Compound, Aerodrome).

Safety and scope

This skill is read-only. It performs GET requests against a public HTTP API and nothing else.

  • It never builds, signs, simulates or sends a transaction.
  • It never asks for a seed phrase, private key, or wallet connection. There is nothing for it to ask for — the API takes no authentication.
  • It installs no software and runs no shell bootstrap. Use curl or any HTTP client you already trust.
  • No API key is required. A free partner key raises the rate limit from 60 to 600 requests/minute; it is sent as x-api-key and grants no extra data.

Everything below is public information. Treat the output as research, not advice: the scores are a model's opinion, and the track record exists precisely because that opinion is wrong a meaningful fraction of the time.

When to use this

Use it when the user asks any of:

  • "Is this pool worth LPing into?" (they give a pool address)
  • "What are the best pools right now?" (ranked list)
  • "What's the current signal feed?" (recent ENTER/EXIT calls)
  • "How accurate are these scores?" (track record — always offer this when the user is about to act on a verdict)

Do not use it to price a token, quote a swap, or read a wallet balance. It scores pools; it is not a market-data or portfolio API.

API

Base URL: https://wealthville.net/api/v1

1. Score one pool

GET /scores/{poolAddress}
curl -s "https://wealthville.net/api/v1/scores/Czfq3xZZDmsdGdUyrNLtRhGc47cXcZtLG4crryfu44zE"

Returns the composite WealthVille score (0-100), the verdict, calibrated confidence, and the component scores (farmer / risk / scout).

2. Rank pools

GET /pools/top?limit=20
GET /scores/top?limit=25&chain=solana        # chain: solana | evm | ethereum | base | …
curl -s "https://wealthville.net/api/v1/pools/top?limit=10"

Ranked pools with TVL, 24h volume, fee APR and score. Results already exclude pools below liquidity and volume floors, so the head of the list is not microcaps.

3. EVM pools

GET /evm/pools?limit=20
GET /evm/chains
curl -s "https://wealthville.net/api/v1/evm/pools?limit=5"

Each row carries verdict, confidence, a plain-language summary, and reasons. Note apy_capped: when true the displayed APY is a 500% display bound, not a measurement — say ">500%" rather than quoting the number.

4. Signal feed

GET /signals/feed?limit=10

Recent published signals, actionable calls (ENTER/EXIT/REDUCE/AVOID) ordered above informational ones. Each carries both confidence (raw) and calibrated_confidence — prefer the calibrated value, which is fitted per protocol against realised outcomes.

5. Track record

GET /track-record
curl -s "https://wealthville.net/api/v1/track-record"

Per-action hit rates over a rolling 30 days, with misses included. Also returns weekly_enter_hit_rate so you can see direction, not just a headline.

How to read a verdict

Verdict Meaning
ENTER Conditions support opening a position
HOLD Keep an existing position; do not add new capital
REDUCE Trim exposure
EXIT Close the position
AVOID Do not open — typically a launch-risk screen

HOLD is the majority class and is not a weak ENTER. It specifically means "existing position fine, new capital frozen."

Reporting results honestly

When you relay a verdict, bring the track record with it. As of the last published window: ENTER hits 0.63 across 3,043 resolved calls, EXIT 0.69, AVOID 1.00 on a small sample — and REDUCE 0.00 on n=16. That last figure is real and published deliberately. If you surface a REDUCE verdict, say that the class has no demonstrated accuracy yet.

Always fetch /track-record rather than quoting the numbers above; they move.

Quote TVL and volume alongside any score. A high score on a $60k pool is a very different proposition from the same score on a $26M pool, and the score alone does not encode position-size suitability.

Also available as MCP

The same four capabilities are exposed as MCP tools — get_pool_score, get_top_pools, get_signals_feed, get_track_record — if you would rather call tools than HTTP:

claude mcp add wealthville -- npx -y @wealthville/mcp-server

A hosted Streamable-HTTP endpoint is also available at https://wealthville.net/mcp with no authentication.

Limitations

  • Solana coverage is broad; EVM coverage is 575 curated pools, not the whole universe. Absence from the EVM set is not a negative signal.
  • Scores refresh on a tier cadence — vault-held pools every 15 minutes, the long tail far less often. Check signals_ts / snapshot age before treating a score on an obscure pool as current.
  • Fee APR above 500% is a display bound (fee_apr_capped / apy_capped), not a measured rate.
  • The scoring model has no audit and a limited history. It is one input.

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