Real things to build with Guavy
Each recipe does one job with Guavy's scored news and sentiment: a morning brief, an alert when sentiment flips, a side-by-side comparison. Paste a prompt into Claude or ChatGPT, or run a script from your own code.
// How It Works
Four steps from idea to insight
Every recipe follows the same pattern: pick the job, connect Guavy once, then run the prompt or the script.
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1
Pick a recipe
Each one below does a single job: a brief, an alert, a scan, or a comparison.
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2
Grab a free API key
Sign up at guavy.com. The Sandbox plan is free forever, and every recipe on this page runs on it.
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3
Connect Guavy to your AI tool
Setup takes about two minutes in Claude Desktop, ChatGPT, Cursor, or VS Code: follow the setup guide. Or call the REST API directly from your own code.
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4
Run the prompt or script
Paste a prompt into your AI, or run a script. Swap in your own symbols and read the result.
// The Recipes
Pick a job. Paste the prompt.
Prompts run in Claude, ChatGPT, or any agent connected to Guavy. Scripts call the REST API from Python or Node. Recipes built on trade signals use the crypto trade simulator, so they're crypto only.
Sentiment flip watch
Lists any watchlist coin whose sentiment polarity has reversed (positive ↔ negative dominant) in the past 24 hours.
Morning brief
A four-line brief on one coin: today's sentiment, the most important news item of the last 24 hours, the trend, and the crypto trade simulator's current action.
News digest
A plain-text digest of the latest scored news for each coin on your list: every headline with its tone and the coins it mentions, ready for email, Slack, or RSS.
Commodity sentiment board
A one-line-per-commodity board: today's dominant sentiment polarity and its shift from the prior reading, across energy, metals, and ag.
Forex sentiment flip
Lists any major currency whose sentiment polarity flipped (positive ↔ negative dominant) since the prior reading.
Large-cap sentiment flip
Lists any stock Guavy covers whose sentiment polarity flipped (positive ↔ negative dominant) since the prior reading.
Coin comparison
A side-by-side 30-day view of two to five coins: average sentiment, the dominant trend, how often it flipped, and the most notable difference between them.
FUD spike alert
Flags recent news about a coin that Guavy scored as FUD, at or above a FUD/FOMO intensity you choose.
Commodity supply-shock watch
Flags fearful news across energy, metals, and agriculture: items Guavy scored as FUD, at or above a FUD/FOMO intensity you choose.
Market snapshot
One paragraph on today's crypto market conditions, restated from Guavy's daily AI-generated market summary.
Price/sentiment divergence
Flags coins where 7-day price and sentiment are pulling in opposite directions, a contrarian shortlist.
Forex price/sentiment divergence
Flags majors where 7-day price and sentiment are pulling in opposite directions, a contrarian shortlist.
Large-cap price/sentiment divergence
Flags stocks Guavy covers where 7-day price and sentiment are pulling in opposite directions, a contrarian shortlist.
Weekly sentiment report
A CSV of the last seven daily sentiment readings (positive, negative, and neutral counts) for each coin on your list.
Trend strength scan
Of 20 large coins, lists the ones showing a Strong or Solid trend with sentiment leaning positive.
Narrative break
Flags coins whose coverage reads as unusually speculative, with the most speculative headline behind it.
Speculation watch
Ranks the coins on your watchlist by how speculative their coverage reads, most speculative first.
Portfolio pulse
One line per watchlist coin: trend direction, sentiment, and the crypto trade simulator's current action.
Strategy backtest review
A plain-English read of a crypto trade simulator backtest, set against today's crypto market summary.
Entry opportunity scan
A ranked shortlist of the crypto trade simulator's newest buy signals, kept only where sentiment leans positive and the trend is Strong or Solid.
Exit check
One line per open position: the crypto trade simulator's current action next to the latest trend and sentiment.
Watchlist ranking
Ranks watchlist coins on a simple 0–100 score built from sentiment, the crypto trade simulator's current action, and trend.
Risk profile filter
The crypto trade simulator's recent buys for the strategy you choose (conservative or aggressive), kept only where sentiment leans positive.
Signal change alert
Prints an alert, ready to post to Slack, when the crypto trade simulator's current action for a coin you watch changes (Buy → Hold, Hold → Sell, and so on).
New buy listing
Lists each brand-new buy (days_in_trade = 0) on the crypto trade simulator's aggressive strategy, ready to post to Slack.
Daily trade journal
Writes a dated markdown journal entry each day: the crypto trade simulator's action and the latest sentiment for each coin, plus the market summary.
// Why Recipes
Why start from a recipe
Each one has already worked out which Guavy tools to call and what to return.
Connect once
Connecting Guavy to your AI takes about two minutes. After that, every prompt on this page runs in the same chat.
No glue to write
Your agent picks the right tools and composes the result. You own the prompt; Guavy owns the plumbing.
You can check every number
Each recipe lists the Guavy tools it calls, and each tool links to its docs, so any number in the result can be traced to the data behind it.
Native agent tool-use
Prompts run through the Guavy MCP server, so your agent calls scored news, sentiment, and the rest of Guavy as tools.
// Works In
Runs where you already work
Prompts work in any AI tool with MCP support, and in ChatGPT through a custom GPT with Guavy's actions. Scripts run from Python, Node, or any REST client.
// Get started
Start with one recipe.
Keep the ones you use.
Free sandbox forever. Every recipe on this page runs on the Sandbox plan.