{
  "surface": "pipeline-thesis",
  "_note": "Pipeline: Thesis (/mos:pipeline thesis), argument to stress-tested investment thesis: structure the pyramid (Minto / SCQA), challenge the assumptions (set), synthesize the thesis (Ten Questions). Shape ids + generic flow handles only; no user content, no Brain wire (Part 8).",
  "hitl_stages": [
    { "stage": "Structure argument (Minto / SCQA)", "shapes": ["F.9"], "mode": "ordered" },
    { "stage": "Challenge assumptions (set)", "shapes": ["F.8"], "mode": "parallel" },
    { "stage": "Build thesis (Ten Questions)", "shapes": ["F.9"], "mode": "ordered" }
  ]
}