Extract fallback role graph wording

docs/prompt-architecture-improvement-plan.md

@@ -102,6 +102,9 @@ Already isolated:
 - hardcore configured-cast role graph generation lives in
   `hardcore_role_graphs.py`; `prompt_builder.py` selects item/axis metadata and
   then asks that module for the source role graph.
+- fallback role graph wording lives in `hardcore_role_fallback.py`, covering
+  solo rows, women-only rows, men-only rows, mixed group fallbacks, and support
+  partner sentences.
 - interaction-style role graph wording lives in `hardcore_role_interaction.py`,
   covering foreplay, manual stimulation, body worship, clothing transitions,
   dominant guidance, camera performance, aftercare, and group coordination.
@@ -323,6 +326,8 @@ Near-term:
   so source aftermath placement and formatter details cannot drift apart.
 - Cover generated interaction routes through Krea, SDXL, and natural caption
   outputs so source contact/guidance/presentation wording stays metadata-driven.
+- Cover generated fallback role routes through Krea, SDXL, and natural caption
+  outputs so solo and same-sex paths do not remain untested edge behavior.
 
 Medium-term:
 

docs/prompt-pool-routing-map.md

@@ -65,6 +65,7 @@ Core helper ownership:
 | Python module | What it owns |
 | --- | --- |
 | `hardcore_role_graphs.py` | Source role graph construction for hardcore configured-cast rows, including POV-aware interaction geometry. |
+| `hardcore_role_fallback.py` | Solo, same-sex, mixed group fallback, and support-partner role graph wording for configured casts. |
 | `hardcore_role_interaction.py` | Foreplay, manual stimulation, body worship, clothing transition, dominant guidance, camera performance, aftercare, and group coordination role graph wording. |
 | `hardcore_role_oral.py` | Oral-sex role graph wording for kneeling, face-sitting, sixty-nine, edge-supported, side-lying, chair, standing, and reclining oral geometry. |
 | `hardcore_role_outercourse.py` | Outercourse role graph wording for boobjob, testicle-sucking, penis-licking, handjob, and footjob geometry. |
@@ -756,6 +757,8 @@ pair metadata through the core Python APIs, then verifies:
 - interaction routes keep source role graphs, Krea prose, SDXL tags, and
   training captions synchronized for manual, clothing transition, body worship,
   camera-performance, aftercare, and group-coordination rows;
+- fallback role routes keep solo, women-only, men-only, and mixed-threesome
+  source role graphs synchronized with Krea, SDXL, and training-caption outputs;
 - expression-disabled rows do not fall back to generated expression text.
 - static formatter metadata fixtures keep source-provided action families
   stable across Krea2 prose, SDXL tags, and natural captions even when raw item

hardcore_role_fallback.py

@@ -0,0 +1,121 @@
+from __future__ import annotations
+
+import random
+from typing import Any
+
+try:
+    from .hardcore_role_interaction import build_group_coordination_role_graph, build_manual_role_graph
+except ImportError:  # Allows local smoke tests with `python -c`.
+    from hardcore_role_interaction import build_group_coordination_role_graph, build_manual_role_graph
+
+
+def build_support_sentence(rng: random.Random, people: list[str], exclude: set[str]) -> str:
+    extras = [person for person in people if person not in exclude]
+    if not extras:
+        return ""
+    extra = rng.choice(extras)
+    actions = [
+        "kisses and grips the nearest body",
+        "holds hips open for the camera",
+        "touches breasts, thighs, and stomach",
+        "keeps one hand on a partner's ass",
+        "watches close and joins the body contact",
+        "presses in from the side with hands on skin",
+    ]
+    return f" {extra} {rng.choice(actions)}."
+
+
+def build_solo_role_graph(
+    solo: str,
+    women_count: int,
+    slug: str,
+    item_text: str = "",
+    item_axis_values: dict[str, Any] | None = None,
+) -> str:
+    if women_count == 1:
+        if "manual_stimulation" in slug:
+            return build_manual_role_graph(solo, item_text=item_text, item_axis_values=item_axis_values)
+        if "camera_performance" in slug:
+            return f"{solo} faces the camera and presents her body with hands framing the exposed skin in a solo creator-shot pose."
+        if "cumshot" in slug or "climax" in slug:
+            return f"{solo} is shown in a solo explicit orgasm pose with thighs open, one hand on her body, and visible arousal on skin and sheets."
+        return f"{solo} is shown in a solo explicit adult pose with self-touch, open body framing, and direct camera awareness."
+    if "cumshot" in slug or "climax" in slug:
+        return f"{solo} is shown in a solo visible ejaculation pose with one hand on his penis, body angled toward the camera, and semen visible."
+    return f"{solo} is shown in a solo explicit adult pose with direct camera awareness and clear body framing."
+
+
+def build_women_only_role_graph(
+    slug: str,
+    a: str,
+    b: str,
+    c: str = "",
+    fallback_helper: str = "",
+    item_text: str = "",
+    item_axis_values: dict[str, Any] | None = None,
+) -> tuple[str, set[str]]:
+    used = {a, b}
+    if "manual_stimulation" in slug:
+        return build_manual_role_graph(a, b, item_text, item_axis_values), used
+    if "group_coordination" in slug and c:
+        used.add(c)
+        return build_group_coordination_role_graph(a, b, c, item_text=item_text, item_axis_values=item_axis_values), used
+    if "outercourse" in slug:
+        return f"{a} kneels close to {b}'s body and uses mouth, hands, breasts, or feet for explicit non-penetrative contact.", used
+    if "oral" in slug:
+        return f"{a} kneels between {b}'s spread thighs and uses tongue and fingers on her pussy.", used
+    if "anal" in slug or "double" in slug:
+        return f"{a} uses a strap-on on {b} while keeping her hips held open.", used
+    if "threesome" in slug or "group" in slug or "orgy" in slug:
+        helper = c or fallback_helper or b
+        used.add(helper)
+        return f"{a} uses a strap-on on {b} while {helper} gives oral contact and touches both bodies.", used
+    if "cumshot" in slug or "climax" in slug:
+        return f"{a} brings {b} to orgasm with mouth and fingers while wetness is visible on thighs and sheets.", used
+    return f"{a} uses a strap-on on {b} while their bodies stay pressed together.", used
+
+
+def build_men_only_role_graph(
+    slug: str,
+    a: str,
+    b: str,
+    c: str = "",
+    fallback_helper: str = "",
+    item_text: str = "",
+    item_axis_values: dict[str, Any] | None = None,
+) -> tuple[str, set[str]]:
+    used = {a, b}
+    if "manual_stimulation" in slug:
+        return f"{a} and {b} sit or recline close together with hands visibly stimulating bodies in a manual sex setup.", used
+    if "group_coordination" in slug and c:
+        used.add(c)
+        return build_group_coordination_role_graph(a, b, c, item_text=item_text, item_axis_values=item_axis_values), used
+    if any(token in slug for token in ("foreplay", "body_worship", "clothing_position", "dominant_guidance", "camera_performance", "aftercare")):
+        return f"{a} and {b} press close together, kissing and caressing skin while clothing is pulled aside.", used
+    if "outercourse" in slug:
+        return f"{a} and {b} keep explicit non-penetrative penis contact visible with hands, mouth, or feet.", used
+    if "oral" in slug:
+        return f"{a} kneels and takes {b}'s penis in his mouth while holding his hips.", used
+    if "anal" in slug or "double" in slug or "penetrative" in slug:
+        return f"{a} penetrates {b} anally while {b}'s hips are held open.", used
+    if "threesome" in slug or "group" in slug or "orgy" in slug:
+        helper = c or fallback_helper or b
+        used.add(helper)
+        return f"{a} penetrates {b} anally while {helper} gives oral contact from the front.", used
+    if "cumshot" in slug or "climax" in slug:
+        return f"{a} ejaculates semen over {b}'s body while {b} keeps eye contact and one hand on his penis.", used
+    return f"{a} and {b} keep explicit penis and anal contact visible.", used
+
+
+def build_mixed_group_fallback_role_graph(
+    woman: str,
+    man: str,
+    third: str,
+    helper: str,
+    slug: str,
+) -> str:
+    if "threesome" in slug:
+        return f"{man} thrusts his penis into {woman} while {third or helper} uses mouth and hands on the exposed body."
+    if "group" in slug or "orgy" in slug:
+        return f"{man} thrusts his penis into {woman} while surrounding partners give oral contact and keep hands on hips, breasts, and thighs."
+    return ""

hardcore_role_graphs.py

@@ -6,6 +6,13 @@ from typing import Any
 try:
     from .hardcore_role_anal import build_anal_or_double_role_graph
     from .hardcore_role_climax import build_climax_role_graph
+    from .hardcore_role_fallback import (
+        build_men_only_role_graph,
+        build_mixed_group_fallback_role_graph,
+        build_solo_role_graph,
+        build_support_sentence,
+        build_women_only_role_graph,
+    )
     from .hardcore_role_interaction import (
         build_foreplay_role_graph,
         build_group_coordination_role_graph,
@@ -18,6 +25,13 @@ try:
 except ImportError:  # Allows local smoke tests with `python -c`.
     from hardcore_role_anal import build_anal_or_double_role_graph
     from hardcore_role_climax import build_climax_role_graph
+    from hardcore_role_fallback import (
+        build_men_only_role_graph,
+        build_mixed_group_fallback_role_graph,
+        build_solo_role_graph,
+        build_support_sentence,
+        build_women_only_role_graph,
+    )
     from hardcore_role_interaction import (
         build_foreplay_role_graph,
         build_group_coordination_role_graph,
@@ -88,94 +102,44 @@ def build_hardcore_role_graph(
         pool = [person for person in men if person not in exclude] or [person for person in people if person not in exclude] or people
         return rng.choice(pool)
 
-    def support_sentence(exclude: set[str]) -> str:
-        extras = [person for person in people if person not in exclude]
-        if not extras:
-            return ""
-        extra = rng.choice(extras)
-        actions = [
-            "kisses and grips the nearest body",
-            "holds hips open for the camera",
-            "touches breasts, thighs, and stomach",
-            "keeps one hand on a partner's ass",
-            "watches close and joins the body contact",
-            "presses in from the side with hands on skin",
-        ]
-        return f" {extra} {rng.choice(actions)}."
-
     if people_count == 1:
-        solo = people[0]
+        return build_solo_role_graph(people[0], women_count, slug, item_text, item_axis_values)
-        if women_count == 1:
-            if "manual_stimulation" in slug:
-                return build_manual_role_graph(solo, item_text=item_text, item_axis_values=item_axis_values)
-            if "camera_performance" in slug:
-                return f"{solo} faces the camera and presents her body with hands framing the exposed skin in a solo creator-shot pose."
-            if "cumshot" in slug or "climax" in slug:
-                return f"{solo} is shown in a solo explicit orgasm pose with thighs open, one hand on her body, and visible arousal on skin and sheets."
-            return f"{solo} is shown in a solo explicit adult pose with self-touch, open body framing, and direct camera awareness."
-        if "cumshot" in slug or "climax" in slug:
-            return f"{solo} is shown in a solo visible ejaculation pose with one hand on his penis, body angled toward the camera, and semen visible."
-        return f"{solo} is shown in a solo explicit adult pose with direct camera awareness and clear body framing."
 
     if women_count > 0 and men_count == 0:
         a, b = _pick_distinct(rng, women, 2)
         c = any_woman({a, b}) if len(women) >= 3 else ""
         used = {a, b}
-        if "manual_stimulation" in slug:
+        if any(token in slug for token in ("foreplay", "body_worship", "clothing_position", "dominant_guidance", "camera_performance", "aftercare")):
-            graph = build_manual_role_graph(a, b, item_text, item_axis_values)
-        elif "group_coordination" in slug and c:
-            graph = build_group_coordination_role_graph(a, b, c, item_text=item_text, item_axis_values=item_axis_values)
-            used.add(c)
-        elif any(token in slug for token in ("foreplay", "body_worship", "clothing_position", "dominant_guidance", "camera_performance", "aftercare")):
             graph = build_interaction_role_graph(a, b, c, slug, item_text, item_axis_values)
             if c and "camera_performance" in slug:
                 used.add(c)
         elif "foreplay" in slug:
             graph = build_foreplay_role_graph(a, b, item_text, item_axis_values)
-        elif "outercourse" in slug:
-            graph = f"{a} kneels close to {b}'s body and uses mouth, hands, breasts, or feet for explicit non-penetrative contact."
-        elif "oral" in slug:
-            graph = f"{a} kneels between {b}'s spread thighs and uses tongue and fingers on her pussy."
-        elif "anal" in slug or "double" in slug:
-            graph = f"{a} uses a strap-on on {b} while keeping her hips held open."
-        elif "threesome" in slug or "group" in slug or "orgy" in slug:
-            helper = c or any_woman({a})
-            graph = f"{a} uses a strap-on on {b} while {helper} gives oral contact and touches both bodies."
-            used.add(helper)
-        elif "cumshot" in slug or "climax" in slug:
-            graph = f"{a} brings {b} to orgasm with mouth and fingers while wetness is visible on thighs and sheets."
         else:
-            graph = f"{a} uses a strap-on on {b} while their bodies stay pressed together."
+            graph, used = build_women_only_role_graph(
-        return graph + support_sentence(used)
+                slug,
+                a,
+                b,
+                c,
+                c or any_woman({a}),
+                item_text,
+                item_axis_values,
+            )
+        return graph + build_support_sentence(rng, people, used)
 
     if men_count > 0 and women_count == 0:
         a, b = _pick_distinct(rng, men, 2)
         c = any_man({a, b}) if len(men) >= 3 else ""
-        used = {a, b}
+        graph, used = build_men_only_role_graph(
-        if "manual_stimulation" in slug:
+            slug,
-            graph = f"{a} and {b} sit or recline close together with hands visibly stimulating bodies in a manual sex setup."
+            a,
-        elif "group_coordination" in slug and c:
+            b,
-            graph = build_group_coordination_role_graph(a, b, c, item_text=item_text, item_axis_values=item_axis_values)
+            c,
-            used.add(c)
+            c or any_man({a}),
-        elif any(token in slug for token in ("foreplay", "body_worship", "clothing_position", "dominant_guidance", "camera_performance", "aftercare")):
+            item_text,
-            graph = f"{a} and {b} press close together, kissing and caressing skin while clothing is pulled aside."
+            item_axis_values,
-        elif "foreplay" in slug:
+        )
-            graph = f"{a} and {b} press close together, kissing and caressing skin while clothing is pulled aside."
+        return graph + build_support_sentence(rng, people, used)
-        elif "outercourse" in slug:
-            graph = f"{a} and {b} keep explicit non-penetrative penis contact visible with hands, mouth, or feet."
-        elif "oral" in slug:
-            graph = f"{a} kneels and takes {b}'s penis in his mouth while holding his hips."
-        elif "anal" in slug or "double" in slug or "penetrative" in slug:
-            graph = f"{a} penetrates {b} anally while {b}'s hips are held open."
-        elif "threesome" in slug or "group" in slug or "orgy" in slug:
-            helper = c or any_man({a})
-            graph = f"{a} penetrates {b} anally while {helper} gives oral contact from the front."
-            used.add(helper)
-        elif "cumshot" in slug or "climax" in slug:
-            graph = f"{a} ejaculates semen over {b}'s body while {b} keeps eye contact and one hand on his penis."
-        else:
-            graph = f"{a} and {b} keep explicit penis and anal contact visible."
-        return graph + support_sentence(used)
 
     woman = any_woman()
     man = any_man()
@@ -201,12 +165,10 @@ def build_hardcore_role_graph(
         graph = build_oral_role_graph(woman, man, item_text, item_axis_values, pov_labels)
     elif "anal" in slug or "double" in slug:
         graph = build_anal_or_double_role_graph(woman, man, third, people_count, item_text, item_axis_values)
-    elif "threesome" in slug:
+    elif "threesome" in slug or "group" in slug or "orgy" in slug:
-        graph = f"{man} thrusts his penis into {woman} while {third or any_person({woman, man})} uses mouth and hands on the exposed body."
+        graph = build_mixed_group_fallback_role_graph(woman, man, third, any_person({woman, man}), slug)
-    elif "group" in slug or "orgy" in slug:
-        graph = f"{man} thrusts his penis into {woman} while surrounding partners give oral contact and keep hands on hips, breasts, and thighs."
     elif "cumshot" in slug or "climax" in slug:
         graph = build_climax_role_graph(woman, man, third, item_text, item_axis_values)
     else:
         graph = build_penetration_role_graph(woman, man, item_text, item_axis_values)
-    return graph + support_sentence({woman, man, third} if third else {woman, man})
+    return graph + build_support_sentence(rng, people, {woman, man, third} if third else {woman, man})

krea_action_climax.py

@@ -126,6 +126,9 @@ def dedupe_climax_detail(detail: str, role_graph: str, density: str = "balanced"
     detail = _clean(detail)
     lower = role_graph.lower()
     patterns: list[str] = []
+    if "solo visible ejaculation" in lower or "one hand on his penis" in lower:
+        detail = re.sub(r"\bcum on lower back and ass\b", "visible semen on skin", detail, flags=re.IGNORECASE)
+        detail = re.sub(r"\bcum (?:on|dripping from) ass\b", "visible semen on skin", detail, flags=re.IGNORECASE)
     if "lies on her back" in lower:
         patterns.extend((r"lying on the back with legs spread and hips lifted", r"reclining with thighs open", r"lying on the back with legs spread"))
         detail = re.sub(r"\bcum on lower back and ass\b", "cum across thighs and pussy", detail, flags=re.IGNORECASE)

tools/prompt_smoke.py

@@ -180,6 +180,29 @@ def _character_cast_two_men(*, pov_first_man: bool = False) -> str:
     )["character_cast"]
 
 
+def _character_cast_subjects(subjects: list[str] | tuple[str, ...]) -> str:
+    cast = ""
+    counts = {"woman": 0, "man": 0}
+    for subject in subjects:
+        subject = str(subject)
+        counts[subject] += 1
+        label = chr(ord("A") + counts[subject] - 1)
+        cast = pb.build_character_slot_json(
+            subject_type=subject,
+            label=label,
+            age="25-year-old adult" if subject == "woman" else "40-year-old adult",
+            ethnicity="western_european",
+            figure="balanced",
+            body="slim" if subject == "woman" else "average",
+            descriptor_detail="compact",
+            expression_intensity=0.55,
+            softcore_expression_intensity=0.35,
+            hardcore_expression_intensity=0.75,
+            character_cast=cast,
+        )["character_cast"]
+    return cast
+
+
 def _action_filter(focus: str, hardcore_position_config: str | dict[str, Any] | None = "") -> str:
     kwargs = {
         "allow_toys": False,
@@ -1325,6 +1348,128 @@ def smoke_interaction_role_graph_routes() -> None:
         _expect_formatter_outputs(row, name, target="single")
 
 
+def smoke_fallback_role_graph_routes() -> None:
+    cases = [
+        (
+            "fallback_solo_woman_manual",
+            ("woman",),
+            "Manual stimulation",
+            "manual_only",
+            "manual",
+            "fingering",
+            4401,
+            1,
+            0,
+            ("reclines with thighs open", "one hand between her legs"),
+            ("one hand between her legs", "fingers visibly stimulating"),
+        ),
+        (
+            "fallback_solo_man_climax",
+            ("man",),
+            "Cumshot and climax",
+            "climax_only",
+            "climax",
+            "open_thighs",
+            4401,
+            0,
+            1,
+            ("solo visible ejaculation pose", "semen visible"),
+            ("solo visible ejaculation pose", "visible semen on skin"),
+        ),
+        (
+            "fallback_women_only_oral",
+            ("woman", "woman"),
+            "Oral sex",
+            "oral_only",
+            "oral",
+            "reclining_oral",
+            4401,
+            2,
+            0,
+            ("woman a kneels between woman b", "uses tongue and fingers"),
+            ("woman a kneels between woman b", "uses tongue and fingers"),
+        ),
+        (
+            "fallback_women_only_threesome",
+            ("woman", "woman", "woman"),
+            "Threesomes",
+            "threesome_only",
+            "threesome",
+            "front_back",
+            4401,
+            3,
+            0,
+            ("uses a strap-on", "gives oral contact"),
+            ("uses a strap-on", "gives oral contact"),
+        ),
+        (
+            "fallback_men_only_oral",
+            ("man", "man"),
+            "Oral sex",
+            "oral_only",
+            "oral",
+            "kneeling",
+            4401,
+            0,
+            2,
+            ("man a kneels", "takes man b's penis"),
+            ("man a kneels", "takes man b's penis"),
+        ),
+        (
+            "fallback_men_only_threesome",
+            ("man", "man", "man"),
+            "Threesomes",
+            "threesome_only",
+            "threesome",
+            "front_back",
+            4401,
+            0,
+            3,
+            ("penetrates man b anally", "gives oral contact"),
+            ("penetrates man b anally", "gives oral contact"),
+        ),
+        (
+            "fallback_mixed_threesome",
+            ("woman", "man", "man"),
+            "Threesomes",
+            "threesome_only",
+            "threesome",
+            "front_back",
+            4401,
+            1,
+            2,
+            ("thrusts his penis into woman a", "uses mouth and hands"),
+            ("thrusts his penis into woman a", "uses mouth and hands"),
+        ),
+    ]
+    for name, subjects, subcategory, focus, family, position_key, seed, women_count, men_count, role_terms, krea_terms in cases:
+        row = _prompt_row(
+            name=name,
+            category="Hardcore sexual poses",
+            subcategory=subcategory,
+            seed=seed,
+            character_cast=_character_cast_subjects(subjects),
+            women_count=women_count,
+            men_count=men_count,
+            hardcore_position_config=_position_filter(focus, family, [position_key]),
+        )
+        _expect_custom_row(row, name)
+        _expect(row.get("position_family") == family, f"{name} position_family mismatch: {row.get('position_family')}")
+        _expect(position_key in (row.get("position_keys") or []), f"{name} lost position key {position_key!r}")
+        role_graph = _expect_text(f"{name}.source_role_graph", row.get("source_role_graph"), 30).lower()
+        for term in role_terms:
+            _expect(term in role_graph, f"{name} role graph missing {term!r}: {role_graph}")
+        krea = krea_formatter.format_krea2_prompt("", metadata_json=_json(row), target="single")
+        prompt = _expect_text(f"{name}.krea_prompt", krea.get("krea_prompt"), 60).lower()
+        _expect("metadata" in krea.get("method", ""), f"{name}.krea did not use metadata")
+        _expect("role graph:" not in prompt and "sexual scene:" not in prompt, f"{name} Krea leaked raw labels")
+        for term in krea_terms:
+            _expect(term in prompt, f"{name} Krea prompt missing {term!r}: {prompt}")
+        if name == "fallback_solo_man_climax":
+            _expect("lower back and ass" not in prompt, f"{name} Krea kept conflicting solo male climax detail: {prompt}")
+        _expect_formatter_outputs(row, name, target="single")
+
+
 def smoke_no_expression_fallback() -> None:
     cast = pb.build_character_slot_json(
         subject_type="woman",
@@ -1463,6 +1608,7 @@ SMOKE_CASES: list[tuple[str, Callable[[], None]]] = [
     ("double_front_back_route", smoke_double_front_back_route),
     ("climax_position_routes", smoke_climax_position_routes),
     ("interaction_role_graph_routes", smoke_interaction_role_graph_routes),
+    ("fallback_role_graph_routes", smoke_fallback_role_graph_routes),
     ("expression_disabled", smoke_no_expression_fallback),
     ("formatter_metadata_fixtures", smoke_formatter_metadata_fixtures),
 ]