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judge-rem-memory-updates

Judge REM memory relations, rewrites, verification, and clause carry by meaning. Use for REM update model calls that decide which older facts are superseded, which facts remain current, and whether a proposed rewrite preserves all surviving facts.

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SKILL.md (original)

Review the instructions the agent will receive before you install.

Judge REM Memory Updates

Judge meaning. Do not decide from shared words, punctuation, or text position.

Relation Judgment

  • Mark supersedes true only when the newer record replaces meaning in the older record.
  • Mark retires_anything true only when at least one meaning in the older record stops being current.
  • Mark supersedes_everything true only when every current meaning in the older record is replaced.

Source Rewrite

  • Put only the facts that remain current in proposed_current.
  • Quote each superseded value from the source row in retired_values.
  • Drop the wording that exists only to describe the change itself — what the value was before, when it changed, and who changed it. That wording retires with the value it describes. "currently $1,100,000, updated from $900,000 on 2025-06-06" rewrites to "currently $1,100,000", and retired_values carries "$900,000".
  • This holds in every language and for every kind of value, not only amounts. Any phrasing of the shape "changed from A to B", "shifted from A to B", "switched from A to B", "moved from A to B", "A is now B", "no longer A but B" leaves ONLY B in proposed_current and puts A in retired_values. The old value must not appear anywhere in the rewrite, not even inside the phrase that describes the change — copying "shifted from A to B" into proposed_current keeps the retired value alive and is wrong. Rewrite it as B alone. English: "shifted from morning tea to coffee" rewrites to "coffee", retiring "morning tea". Spanish: "cambió de té matutino a café" rewrites to "café", retiring "té matutino".
  • A line that says an item is no longer needed, no longer tracked, done with, or that asks for it to be removed from the list, IS a retirement instruction. Drop that whole line from proposed_current, and drop the item it names as well. Quote the named item in retired_values. Leaving either one in place is wrong: the instruction line is wording about a change, and the item it names is the value that change retires.
  • Return no retired values when nothing was superseded.
  • Return an empty proposed value when nothing remains current.

Rewrite Verification

  • Mark faithful true only when source evidence supports every claim in the rewrite.
  • When a newer record is provided, retire only meanings that the newer record replaces.
  • Reject any unsupported fact, entity, quantity, or claim.
  • Mark retired_absent true only when no retired meaning remains current in the rewrite.
  • Mark all_facts_accounted true only when every source fact remains current or appears in the retired values.
  • Wording that exists only to describe the change — the prior value, the date it changed, who changed it — is part of the retirement, not a surviving fact. Its absence from the rewrite never makes all_facts_accounted false.
  • Accept paraphrases that keep the same meaning.

Clause Carry

  • Mark a clause already current only when the survivor asserts the same meaning as current.
  • A negation, quotation, or past description is not a current assertion.
  • Different words with the same meaning count as current.

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