people-context

Help the user handle one real conversation with a specific person — drafting or answering a message, raising something difficult, refusing or setting a boundary, repairing a misunderstanding, asking for something, preparing for a conversation that has not happened yet, rehearsing one, or debriefing one that already has — at work, with friends, or in the family. Composes the existing people-context reads into a usable reply plus a short transferable lesson, and writes nothing unless the user asks. Not for every mention of a person: identifying someone, reading their context, or recording something about them is not a coaching request.

Install, start, and use the people-context MCP server via stdio or HTTP: resolve people, read context and guidance, capture new knowledge, maintain existing records, and connect the OpenClaw plugin. Covers install, pctx setup, transport, MCP session wiring, and raw tool call patterns.

Use the people-context MCP tools correctly when the user mentions someone in their life, asks who a person is, wants durable context or communication guidance about a contact, is preparing for a meeting or call with named attendees, wants help answering, raising, refusing, repairing, rehearsing, or debriefing a specific conversation with someone, shares information worth remembering about people, points at a CV, biography, or background notes about someone, hands over a transcript or call log to extract from, asks to review or tidy what is stored about someone, or brings a newer CV to check against existing records. Covers identity resolution first, context vs. guidance, meeting preparation, coaching a real conversation, the strict staged-capture vocabulary, the review-before-commit approval flow, attributed capture from documents, speaker attribution reviewed before staging, correction vs. temporal supersession when maintaining stored knowledge, and the conservative outcomes of a newer-document review.

Record durable knowledge about a person with the people-context tools. Invoke as /people-context:remember <description> to record one direct statement via remember, make an explicit person assertion via remember_person, or stage extracted facts, affiliations, and interactions for later review.

List pull-based reminders with the people-context tools. Invoke as /people-context:reminders [person] to see all active reminders, or resolve an optional person first and list only theirs.

Review a transcript, recording export, call note, or conversation log the user supplies, and extract the knowledge about people that is actually supported by it — working out in conversation who said what before anything is staged, because a speaker label like 'Speaker 2' is not a person, several labels can be one person, and one room microphone can hold several. Confirms attribution statement by statement, stages only the supported subset through the existing review-before-commit flow, and leaves unresolved ownership in the conversation. Not for every mention of a transcript: identifying someone, recording one stated fact, or preparing for a meeting is not a review request.

Resolve who a person is with the people-context tools. Invoke as /people-context:who <query> to identify a name, nickname, or partial reference and, only on a confident resolution, read that person's stored context.