AppTrojan SyllabusOpen GMGN

Check the workflow before you act on an alert.

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Reading sanitized multi-source projection.
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Telegram network

One alert system, six chain desks

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Research notes

Treat every Telegram alert as an unverified handoff

AppTrojan walks through a Solana alert without asking for a wallet, an account, or an installation. It is a rehearsal space for checking the device, destination, and contract.

A filter should explain every rejection

A useful rule is specific enough to fail. If you choose a maximum signal age, an alert outside that window should disappear for a reason you can state plainly. The same applies to liquidity, source count, and chain. Avoid adjusting the threshold until a favourite token passes. That turns a worksheet into decoration. Set the rule first, look at the returned batch second, and keep the rejected examples visible in your notes.

An invalidation belongs next to the thesis

A thesis says why an alert deserves more research. An invalidation says what would make you walk away. It might be a contract mismatch, thin reported liquidity, concentrated ownership, stale timing, or a security flag you cannot resolve. Write that condition before opening the chart. Price movement is persuasive after the fact, which is exactly why the exit condition needs to exist while the evidence still feels ordinary.

The worksheet records a decision, not a forecast

Passing a filter means an observation matched the values you entered. It says nothing about what the market will do next. Save the input assumptions with the contract and timestamp, then revisit the sheet later to see whether your process was consistent. The useful review question is not whether the token moved. Ask whether you followed the rule, noticed missing data, and changed a threshold only when new evidence justified it.

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