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Use case: Research-to-trade pipeline

Turn raw market signals into executed trades using a five-stage pipeline — from narrative discovery to on-chain safety checks to swap execution, all in a single conversation.

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What this builds


A research pipeline that goes from "what should I be looking at?" to "trade executed" in one conversation. It pulls institutional-grade data, synthesizes a view, checks safety, and executes — in that order.

The five stages are: DiscoverResearchVerifyDecideExecute. Run them together in one session or separately as a morning routine.

Install the required skills


</> Bash
npx skills add moonpay/skills --skill messari-token-research messari-alpha-scout moonpay-discover-tokens maiat-token-safety moonpay-swap-tokens

Skills used: messari-token-research · messari-alpha-scout · messari-funding-intel · messari-deep-research · moonpay-discover-tokens · dune-analytics · allium-onchain-data · maiat-token-safety · moonpay-swap-tokens

Stage 1: Discover — what's worth researching?


Find trending narratives

</> Bash
npx skills add moonpay/skills --skill messari-token-research messari-alpha-scout moonpay-discover-tokens maiat-token-safety moonpay-swap-tokens

Cost: ~$1.25 USDC. Returns mindshare gainers, trending topics, high-momentum assets, and emerging narratives. Use this as your daily scan — it shows what the market is paying attention to right now.

Find trending tokens by on-chain signal

What are the top trending tokens on Solana with more than $500K volume in the last 24 hours?

moonpay-discover-tokens pulls from on-chain activity, not social sentiment.

Track where VC money is going

/messari-funding-intel

Cost: ~$0.75–$1.25 USDC. Returns recent funding rounds, M&A activity, active VC funds, and emerging sectors. Capital flows tend to precede price moves — this is the early signal.

Stage 2: Research — understand what you found


Run a token deep dive

Research SOL using Messari.

Cost: ~$1.00–$1.50 USDC. Returns tokenomics, price history, sentiment signals, recent news, supply events, and an AI-synthesized brief with upside and risk signals.

Generate a long-form report

/messari-deep-research
Write a deep research report on the Solana DeFi ecosystem.

Cost: ~$0.50–$2.00 USDC. Takes 5–15 minutes to run async. Returns an institutional-quality report covering protocol analysis, market dynamics, key risks, and outlook.

Confirm the narrative with on-chain data

Query Dune: show me daily active addresses on Solana for the last 30 days, and weekly DEX volume across Jupiter, Orca, and Raydium.

Dune queries raw on-chain data. Use it to check what Messari's narrative says against actual on-chain activity.

Get wallet-level token data

Using Allium: what's the current holder distribution for this token?

How many unique wallets hold more than 1000 tokens?

Allium returns holder concentration, transaction history, and price history across chains.

Stage 3: Verify — is it safe to buy?


Run a token safety check

Before any execution, run:

Run a safety check on this token:

maiat-token-safety checks for honeypots, rug pull signals, high-tax traps, and suspicious contract patterns. One prompt, a few seconds, a clear pass/fail.

Add reasoning verification for higher-conviction trades

Based on the research brief and safety check, verify the trade decision

before I execute: buy $200 SOL.

thoughtproof-reasoning-check runs adversarial critique across multiple models and returns ALLOW, BLOCK, or UNCERTAIN with a confidence score.

Stage 4: Execute


Research passed. Safety check passed. Execute: swap $200 USDC to SOL.

moonpay-swap-tokens handles routing, liquidity aggregation, and broadcast. The swap settles to your wallet in seconds.

Full morning routine (one session)


Run this sequence as a single prompt:

1. Run alpha scout — what narratives are heating up?
2. Check funding intel — any notable rounds in the last week?
3. Pull trending Solana tokens with volume > $1M
4. For the top 3 trending tokens: run Messari research briefs
5. For any token the brief is bullish on: run a safety check
6. Show me the results. I'll decide which to buy.

Total cost: ~$5–8 USDC for the full research stack. Time: ~15 minutes (Messari deep research runs async; token research runs fast).

Connect research to automated strategy


Once you have a view, pass it directly to the trading automation skill:

Based on the Messari brief: SOL looks bullish medium-term with a key unlock risk in 47 days. Set up a 20-day DCA of $30/day into SOL, then stop before the unlock date.

Research informs the strategy. Automation executes it. The agent connects both in one conversation.

Cost summary


Research type

Approximate cost

Alpha scout

~$1.25 USDC

Token research (per token)

~$1.00–$1.50 USDC

Funding intelligence

~$0.75–$1.25 USDC

Deep research report

~$0.50–$2.00 USDC

Token safety check

Free (on-chain)

Dune query

Dune credits (free tier available)

Allium query

Free tier available

Tip: A full morning brief with three token deep dives runs ~$5–8 USDC total — less than a cup of coffee for institutional-grade research output.

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