Paste your estimates next to consensus, last quarter's call and how the stock has traded on past
prints. Your browser does the arithmetic as you type - variant view, guidance position, the
implied quarter, beat rate against the options-implied move, LTM and NTM P/E - free, before you
sign in. Then the setup ranks what to watch with bull, base and bear, and the
note writes the preview. Every quote is checked against the transcript.
Each example comes with a saved model run, one per skew plus a written note, so you can see the whole page for free.
Setting up
watch items
implied / avg move
catalysts
prescan flags answered
statements checked
disagreements
What to watch, ranked
Scenarios
Case
Revenue
EPS
Key driver
Stock reaction
Probability
Catalyst checklist
Trading setup
Prescan flags, answered
Reconciliation with your pack
The three cases had to be there and in order, the implied and average moves had to be the browser's, every bar on an estimates row had to be a number that row carries, every ref had to exist, every prescan flag had to be answered, and every dollar figure in the prose had to be in the pack. A disagreement means the setup, not your pack, is wrong.
Positioning note
Analysis is AI-generated - please confirm all outputs
quotes verbatim
table rows
prescan flags answered
statements checked
disagreements
What we expect
Estimates (values from your table; y/y coloured by sign)
Metric
Consensus
Our estimate
y/y
Refs
Key metrics beyond headline EPS
Themes to watch
Recent news and developments (from your notes only)
Valuation (LTM and NTM P/E computed in your browser)
Ticker
Price
LTM P/E
NTM P/E
Appendix: sources
Analysis is AI-generated - please confirm all outputs
Every id the note cites, with what it points at in your pack.
Reconciliation with your pack
Every quote was searched for word for word in the transcript, every table value and y/y compared with the browser, every multiple with the P/E computed here, every news item traced to a note, the quarter in the title checked, and P/E labels held to LTM and NTM.
Bottom line
Analysis is AI-generated - please confirm all outputs
Raw model reply
The reply did not parse as the structured result, so it is shown as it arrived.
Your recent runs
If that did not work
Check that the estimates table has a Consensus column, that you are signed in, and that your
balance covers the amount reserved next to the button. The three examples always work and cost
nothing, so they are the quickest way to tell whether the problem is your pack or the service.
What this does, and what it does not
The prescan reads your table and does the arithmetic the preview rests on: your number against
consensus (basis points for margins), y/y on consensus (n.m. when the base is negative), where
consensus and your number sit in the quarter's guidance, the quarter implied by annual guidance
less year-to-date, and whether a stated margin ties to the dollar rows. From the reaction
history it takes the beat rate and the average and median one-day move, and sets the
options-implied move against them. Peer P/E is price over four quarters of EPS, labelled LTM or
NTM. The fiscal quarter comes from what the transcript says, never from a calendar date.
It knows nothing you did not paste: no consensus feed, no prices, no news. The setup and the
note are research preparation, not investment advice. Derived from the agent skills
@anthropics/earnings-preview
and @anthropics/earnings-preview-beta
(anthropics/financial-services-plugins, Apache-2.0; the beta skill by Kensho Technologies).
The example companies are fictional.