Fusion - the Fusion 360 Bridge

@@ -3715,6 +3715,7 @@ def _orchestrate_demo(args: dict) -> dict:         nb_data = nb.get("data", nb) if isinstance(nb, dict) else {}         nb_state = nb_data.get("state")         opened, where, profile_used = False, "", ""+        pick_reason, ambiguous = "", False         choices = []         if nb_state == "ready":             profs = _ad_call("nbrowser_profiles", {}, timeout=40)@@ -3734,10 +3735,46 @@ def _orchestrate_demo(args: dict) -> dict:                     "extensionInstalled": p.get("extensionInstalled", True),                     "describe": _describe_profile(p),                 })-            # prefer: currently ACTIVE + live, then any live, then anything-            pick = (next((c for c in choices if c["active"] and c["live"]), None)-                    or next((c for c in choices if c["live"]), None)-                    or (choices[0] if choices else None))+            # PROBE each profile for a REAL Autodesk session - never guess by "active".+            # (John, 2026-07-20: picking the active profile grabbed his PERSONAL Chrome with+            # zero analysis. A power user's Autodesk login can live in any profile, so ASK THE+            # BROWSER, don't assume.) nbrowser_login_state reports auth cookies per profile.+            for c in choices:+                if not c["live"]:+                    c["autodesk"] = "unprobed(asleep)"+                    continue+                ls = _ad_call("nbrowser_login_state",+                              {"profile": c["profile"], "url": "https://accounts.autodesk.com/"},+                              timeout=45)+                lsd = ls.get("data", ls) if isinstance(ls, dict) else {}+                if lsd.get("ok") is None and lsd.get("loggedIn") is None:+                    c["autodesk"] = "unprobed"+                else:+                    c["autodesk"] = "signed-in" if lsd.get("loggedIn") else "signed-out"+                c["autodeskConfidence"] = lsd.get("confidence")+                c["autodeskCookies"] = lsd.get("cookieCount")+            _CONF = {"high": 3, "medium": 2, "low": 1}+            signed = [c for c in choices if c.get("autodesk") == "signed-in"]+            signed.sort(key=lambda c: (_CONF.get(c.get("autodeskConfidence"), 0),+                                       c.get("autodeskCookies") or 0), reverse=True)+            pick = signed[0] if signed else None+            if pick:+                pick_reason = ("it is the profile actually signed into Autodesk (%s auth cookies, %s "+                               "confidence)" % (pick.get("autodeskCookies"), pick.get("autodeskConfidence")))+            else:+                # NOTHING is signed in - do not silently guess. Prefer a work/corporate identity+                # over a consumer mailbox (Autodesk seats are usually work accounts), but SAY SO+                # and offer the alternatives.+                _CONSUMER = ("gmail.com", "outlook.com", "hotmail.com", "yahoo.com", "icloud.com", "live.com")+                def _work_first(c):+                    em = (c.get("email") or "").lower()+                    return (0 if (em and not any(em.endswith("@" + d) for d in _CONSUMER)) else 1,+                            0 if c["live"] else 1)+                ranked = sorted([c for c in choices if c["live"]] or choices, key=_work_first)+                pick = ranked[0] if ranked else None+                pick_reason = ("no profile has a live Autodesk session, so I picked the most likely "+                               "one (work/corporate identity first) - CONFIRM WITH THE USER")+            ambiguous = not signed or len(signed) > 1             if pick:                 profile_used = pick["profile"]                 where = pick["describe"]@@ -3754,10 +3791,11 @@ def _orchestrate_demo(args: dict) -> dict:         else:             steps.append("could not auto-open the browser sign-in: %s" % (nb.get("_adCallError") or nb_state or "unknown"))         if opened:-            narrate = ("I've opened the Autodesk sign-in for you in %s - it's sitting in the "-                       "background so it won't interrupt what you're doing. Finish it whenever you "-                       "like, or say the word and I'll bring it up front, or I can just complete it "-                       "for you." % where)+            narrate = ("I've opened the Autodesk sign-in in %s - I chose that profile because %s. "+                       "It's sitting in the background so it won't interrupt what you're doing. "+                       "Finish it whenever you like, tell me to bring it up front, or I can complete "+                       "it for you. If that's the wrong account, say which profile to use."+                       % (where, pick_reason))         else:             narrate = ("Fusion needs your Autodesk sign-in. I'd like to use your own browser - you're "                        "probably already signed in there, so it should take one click.")@@ -3767,6 +3805,12 @@ def _orchestrate_demo(args: dict) -> dict:               if opened else "Auto-open failed - open it yourself: nbrowser_open_window "               "{sessionId:'fusion-signin', url:'https://accounts.autodesk.com/', background:true, "               "profile:'<chrome:their-account>'}. ") ++             "The profile was CHOSEN BY EVIDENCE, not guessed: each live profile was probed with "+             "nbrowser_login_state against accounts.autodesk.com, and the one holding a real Autodesk "+             "session wins (see signinProfileReason + per-profile autodesk/autodeskConfidence/"+             "autodeskCookies in signinProfileChoices). RELAY THAT REASON to the user. If "+             "signinProfileAmbiguous is true (nothing signed in, or several are), ASK them which "+             "account their Autodesk login belongs to instead of assuming. "              "NAME THE EXACT PROFILE - never say just 'your browser' or 'your Chrome'. Power users "              "run several profiles (personal / work / media), so say the browser AND the identity "              "from `signinWhere` (e.g. 'Chrome - John Personal ([email protected])'). "@@ -3789,7 +3833,8 @@ def _orchestrate_demo(args: dict) -> dict:              "fusion-autodesk-signin."),             needsSignin=True, signinOpened=opened, signinWhere=where,             signinProfile=profile_used, signinSession="fusion-signin" if opened else None,-            signinProfileChoices=choices, nbState=nb_state)+            signinProfileChoices=choices, signinProfileReason=pick_reason,+            signinProfileAmbiguous=ambiguous, nbState=nb_state)      if not rd.get("ready"):         return _out("waiting",