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Account Scorer

Your scoring model applied to a real list, with a reason line on every account.

[account-scorer]Leave your work email and Claude writes your version of this skill from your domain, against your ICP, your offers and your market. We send it over when it is built.
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EXAMPLE RUN
[account-scorer] q4-pipeline-listRunning the hard disqualifiers firstChecking which dimensions this list can actually populateScoring fit and signal separately94 tier A, 310 tier B, 588 tier C. 141 disqualified.
THE SHORT VERSION

A tier nobody can explain gets ignored by the person meant to act on it. A tier with a reason attached gets worked, because the rep can see whether they agree.

YOU GIVE ITA list, and your locked scoring model.
YOU GET BACKTiered accounts with fit and signal scored separately, and one line of explanation each.

Missing data is not a zero

The quiet failure in most scoring is a dimension the enrichment did not populate being scored as an absence rather than as an unknown. An account with no data on four dimensions then lands in tier C, and looks identical to an account that genuinely scored badly on all four.

So the run checks coverage per dimension first and re-normalises the weights over what it can actually populate, and the reason line says which dimensions were unavailable. Tier C for a real reason and tier C for missing data are different answers.

Fit and signal do different jobs

Fit is durable: size, industry, structure, stack. Signal is perishable: a raise, a hire, a leadership change. Averaging them into one number hides the only thing you actually need to know, which is whether this is a good account you should work patiently or an ordinary account you should work this week.

Signal can promote an account, but only by one step. That cap exists because an unlimited signal promotion turns the model into a signal alert with extra steps.

It applies the model, it does not write it

Defining the disqualifiers, the dimensions and the bands is a separate piece of work, done once and calibrated against a real sample. This skill only applies what that produced, and never adjusts it mid-run. Scoring that tunes itself against the list it is scoring is not scoring.

NEXT STEP

Run this one inside
your own team.

We install it trained on your ICP, your offers and your data. One call to work out whether it is the right one to start with.

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