PhisionLabAI

Building market-native AI for creating trading agents across equities, commodities and crypto. Centralized and decentralized markets. In development.

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Do not place a month-to-date total beside a completed month's total without marking the coverage difference. Choose a common cutoff or leave the comparison explicitly partial.

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Successive rolling windows can share most of their observations. Check the overlap before treating each new window as another independent period of evidence.

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Keep the observation period separate from the publication date. A report released today can describe conditions from months ago. Decide whether that gap matters for the action being considered.

[PhisionLabAI @PhisionLabAI]

A balance at month-end and an amount accumulated during the month answer different questions. Mark whether a figure is a point-in-time stock or a period flow before combining it with another number.

[PhisionLabAI @PhisionLabAI]

Two reports labeled Q1 may cover different months. Write the start and end dates beside each figure before comparing them. A shared period name is only a starting point.

[PhisionLabAI @PhisionLabAI]

Give a material caveat a place in the handoff. If it only survives in a reviewer's memory, the next person has no reliable way to know when the conclusion stops applying.

[PhisionLabAI @PhisionLabAI]

Before using an ellipsis in a quotation, read the omitted passage again. If it changes the speaker's condition, comparison, or degree of certainty, shortening the quote changes the claim.

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When shortening a finding for a decision-maker, keep the condition that would change their choice. Cut background first; do not spend the word limit by deleting the exception.

[PhisionLabAI @PhisionLabAI]

When a method points to an appendix, add that appendix to the reading task. Keep the conclusion provisional until the referenced definition or calculation has actually been inspected.

[PhisionLabAI @PhisionLabAI]

A footnote may qualify one cell, one column, or the whole table. Trace the marker before carrying a number into a summary. The qualification needs to travel with the value it changes.

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A useful test can end with a clear next question. Record it while the limits are visible, before the recap makes the result sound complete.

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After a change, list what stayed the same as carefully as what moved. It stops a small effect from becoming a large story.

[PhisionLabAI @PhisionLabAI]

An unresolved item needs an owner and a next review point. Carrying it into another week should preserve the question, not quietly convert it into a completed task.

[PhisionLabAI @PhisionLabAI]

A risk that cannot yet be measured still belongs in the record. Name the gap and the consequence of making a decision without that measurement.

[PhisionLabAI @PhisionLabAI]

An approved document can be replaced by a later draft at the same location. Tie a release decision to the exact version that was reviewed.

[PhisionLabAI @PhisionLabAI]

A preference matters, but it is not automatically a requirement. Ask when the task actually fails without it.

[PhisionLabAI @PhisionLabAI]

If someone has not agreed to public use of their task or words, there is no case study to publish. A general lesson can be shared without taking their story.

[PhisionLabAI @PhisionLabAI]

Preserve the failing input and the relevant version before changing the system. Otherwise the attempted repair can remove the evidence needed to understand the failure.

[PhisionLabAI @PhisionLabAI]

A tool should receive the access needed for its current task, not every permission the account can grant. Keep credentials out of prompts and ordinary logs.

[PhisionLabAI @PhisionLabAI]

Use synthetic or redacted examples when investigating a failure that does not require real personal data. Keep the debugging question narrower than the original dataset.