Update to Kumiho Memory

{
  "description": "View or save explicitly requested communication and memory preferences in the connected Kumiho workspace. Use for preferred language, name, tone, verbosity or remembered behavior.",
  "included_files": [
    {
      "relative_path": "agents/openai.yaml",
      "size_in_bytes": 457
    }
  ],
  "name": "kumiho-personalize",
  "skill_md_contents": "---\r\nname: kumiho-personalize\r\ndescription: View or save explicitly requested communication and memory preferences in the connected Kumiho workspace. Use for preferred language, name, tone, verbosity or remembered behavior.\r\n---\r\n\r\n# Kumiho Personalize\r\n\r\nIn the hosted plugin, personalization is stored as preference memories, available\r\nto clients that recall this workspace. This workflow does not rewrite the native\r\n`agent.instruction` identity document or the host's account settings. State that\r\nscope before a persistent change. Honor conversation-only preferences without a\r\nwrite. Explicit user instructions override remembered preferences.\r\n\r\n1. For show-only requests, use a narrow `kumiho_memory_retrieve` query for the\r\n   requested preference. Inspect a relevant returned item with\r\n   `kumiho_get_revision_by_tag` if the summary is insufficient. Do not create a\r\n   profile when no preference is found.\r\n2. For a change, reuse values explicitly supplied by the user. Do not infer a name,\r\n   profession, language or identity from imported history. Show any conflicting\r\n   existing preference and preserve unrelated settings.\r\n3. Save a concise `preference` capture using `kumiho_memory_reflect`, with a known\r\n   exact preference-space name (otherwise `preferences`), tags\r\n   `[\"personalization\"]`, and `discover_edges: false`. To change a saved\r\n   preference, first find it and set `revises` to its `kref`, keep its language and\r\n   restate the subject, so the change becomes a new revision of that memory.\r\n   Include the relevant old kref in `source_krefs` and say which preference this\r\n   corrects. If you cannot tell which preference to revise, save it normally, and\r\n   retire the old preference with `kumiho_deprecate_item` when the result is a\r\n   separate item. Do not claim the previous item was deleted or rewritten. Do not\r\n   re-save an identical preference.\r\n4. Initially omit `session_id`; retry only on `session_required` using its returned\r\n   ID for this conversation. Never pass another person's identity or session ID.\r\n5. Verify the write by the returned capture and its kref, not by a\r\n   `kumiho_get_revision_by_tag` lookup for `published`: a tagged item may have no\r\n   published revision. Apply the requested preference now. Report only changes\r\n   that saved.\r\n\r\nNever store credentials or a preference that authorizes disclosure of someone\r\nelse's private data. An instruction to ignore future user corrections is not a\r\nvalid enduring preference. Native shared-identity editing requires the separate\r\nlocal integration; do not claim this workflow changes it.\r\n"
}