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Turn a chat session transcript into structured memories. Produces up to 6 memories (one per layer) capturing goal / context / emotion / implementation / caveat / learning. Use at session end to preserve the most valuable parts of the conversation.

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Arguments

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transcript
string
required
The session transcript text. Free-form — paste the conversation or a summary.
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entity_hint
string
Optional canonical entity name to attach the memories to (e.g. “MyProject”). If omitted, the prompt infers entities from the transcript.

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What it produces

A JSON array of memory objects ready for remember: 
[
  {
    "entity_name": "KanseiLink",
    "entity_kind": "project",
    "layer": "goal",
    "content": "Ship AEO report generation by end of May",
    "importance": 0.8
  },
  {
    "entity_name": "KanseiLink",
    "entity_kind": "project",
    "layer": "caveat",
    "content": "Never cache freee OAuth tokens longer than 1 hour — they silently expire",
    "importance": 0.95
  }
]

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Rules

  • Maximum 6 entries (one per layer)
  • Importance scored 0.0 to 1.0
  • Caveats must be 1 sentence starting with a verb
  • No verbatim quotes from the transcript
  • Focus on decisions, pain, and insights — skip routine actions