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Twenty prompts, in full.

Five from each volume, exactly as they appear in the PDFs. Paste them today, see how your model behaves, then decide about the rest.

Volume 1 — Memecoin Desk

pump.fun & on-chain launches · 180 prompts in the full volume

Bonding-curve read

You are an on-chain analyst. For {token}, using only the numbers I paste, state the bonding-curve position, the implied market cap at graduation, and what percentage of the curve remains. Do not speculate beyond the data. List what you cannot determine from it.

Holder concentration

Here is the holder list. Compute top-10 and top-50 concentration excluding known LP and burn addresses. Flag whether the distribution is consistent with a coordinated cluster, and name which addresses would change your answer.

Wallet funding paths

Given these transaction hashes, map funding paths between the deployer wallet and early buyers. State each link as a fact with its evidence, or mark it unverified. Do not infer intent.

Liquidity & exit modelling

Model my exit for a {position} position into {liquidity} of depth. Give estimated price impact at 25 / 50 / 100% sold, and the slippage at which the trade stops making sense.

Pre-trade interrogation

Ask me the eight questions I should be able to answer before entering. Do not give me a recommendation. Then list which of my answers are guesses rather than data.

Volume 2 — Crypto Desk

spot & derivatives analysis · 150 prompts in the full volume

Thesis under pressure

Here is my written thesis for {asset}. Argue against it in five numbered points, strongest first. Then tell me which of my stated reasons are actually price moves described in words.

Funding & positioning

Using the funding and open-interest figures I paste, describe positioning crowding without forecasting price. State what a neutral reading would look like instead.

Volume 3 — Prediction Desk

event & probability markets · 140 prompts in the full volume

Reference class first

Before we discuss {market}, name three reference classes this event belongs to and what each implies as a base rate. Say which is most defensible and why. Do not give a view on the outcome yet.

Priced in?

Here is the current price and these headlines from the last 72 hours. Separate what is new from what was already known at {date}. State explicitly if you cannot tell.

Volume 4 — Sports Desk

match & performance research · 160 prompts in the full volume

Margin, not opinion

Convert these prices to implied probabilities and remove the bookmaker margin. Present the fair price. Then list the factors you would need to justify moving off it — and only factors you could verify from a named source.

Process, not result

Review this match without referring to the final score. Judge the decision process on the information available at kick-off. Say what was knowable and what was not.

Before you use these — Educational material for research and analysis. Not financial or betting advice, not a prediction or signal service, and not connected to any exchange, sportsbook or operator. Trading and event markets carry a high risk of loss; most participants lose money. Nothing here promises or implies a financial result.

See the four volumes — $49 each