Extract role graph route policy

docs/prompt-architecture-improvement-plan.md

@@ -199,6 +199,10 @@ Already isolated:
   safe formatting, configured-cast descriptor insertion, and POV directive
   insertion live in `row_rendering.py`; `prompt_builder.py` keeps public
   delegate wrappers.
+- row role-graph route sequencing lives in `row_role_graph.py`, covering
+  hardcore source role graph construction, pose-category environment-anchor
+  cleanup, and POV role-graph rewriting before prompt axes and formatter
+  metadata consume the graph.
 - row expression text cleanup, expression route resolution, expression
   intensity weighting, character-slot/cast expression override resolution, and
   per-character expression picking plus action-aware character-expression
@@ -209,8 +213,8 @@ Already isolated:
   policy, position-key detection, category filtering, and item-template/axis
   filtering live in `hardcore_position_config.py`.
 - hardcore configured-cast role graph generation lives in
-  `hardcore_role_graphs.py`; `prompt_builder.py` selects item/axis metadata and
+  `hardcore_role_graphs.py`; row generation reaches it through
-  then asks that module for the source role graph.
+  `row_role_graph.py` after item/axis metadata is selected.
 - 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.

docs/prompt-pool-routing-map.md

@@ -73,6 +73,7 @@ Core helper ownership:
 | `row_item.py` | Row item selection, weighted item/pair choice, item-template axis filling, and oral/outercourse axis compatibility filters. |
 | `row_category_route.py` | Row category/subcategory/item route resolution, hardcore position-category filtering, cast-count adjustment, pose-vs-content seed-axis choice, item metadata collection, and pose-category item sanitizing. |
 | `row_rendering.py` | Row prompt/caption text-field resolution, template selection, safe formatting, default prompt templates, configured-cast descriptor insertion, and POV directive insertion. |
+| `row_role_graph.py` | Row role-graph route sequencing, including hardcore source graph construction, pose-category environment-anchor cleanup, and POV role-graph rewriting. |
 | `row_assembly.py` | Final custom-row dictionary assembly behind `CustomRowAssemblyRequest`, render-context metadata population, prompt/caption rendering delegation, row-base indexing, cast/profile/slot metadata copying, and disabled-expression cleanup. |
 | `row_route_metadata.py` | Row action/position route metadata resolution, template metadata precedence, inferred position-key merging, and source action-family fallback. |
 | `row_generation.py` | Built-in legacy row generation, auto-weighted/auto-full selection, row mode randomization, ratio clamps, and expression-intensity randomization. |
@@ -100,7 +101,7 @@ Core helper ownership:
 | `pair_camera.py` | Insta/OF soft/hard camera route resolution, same-as-softcore camera mode, camera-detail override, camera-aware composition mutation, POV camera suppression, and synchronized row/root camera metadata. |
 | `pair_clothing.py` | Insta/OF clothing sentence formatting, body-exposure scene cleanup, hardcore clothing continuity, action-aware body-access flags, conflicting outfit-piece cleanup, configured/default visible-person clothing, and final root clothing-state assembly. |
 | `pair_output.py` | Insta/OF final pair prompts, trigger preservation, negative prompts, captions, and root pair metadata assembly. |
-| `hardcore_role_graphs.py` | Source role graph construction for hardcore configured-cast rows, including POV-aware interaction geometry. |
+| `hardcore_role_graphs.py` | Source role graph construction for hardcore configured-cast rows, including POV-aware interaction geometry, called through `row_role_graph.py` for row generation. |
 | `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. |

prompt_builder.py

@@ -44,6 +44,7 @@ try:
     from . import row_prompt_axes as row_prompt_axes_policy
     from . import row_pools as row_pool_policy
     from . import row_rendering as row_rendering_policy
+    from . import row_role_graph as row_role_graph_policy
     from . import row_route_metadata as row_route_policy
     from . import row_subject_route as row_subject_route_policy
     from . import seed_config as seed_policy
@@ -52,7 +53,6 @@ try:
         sanitize_hardcore_axis_values as _sanitize_hardcore_axis_values,
         sanitize_hardcore_environment_anchors as _sanitize_hardcore_environment_anchors,
     )
-    from .hardcore_role_graphs import build_hardcore_role_graph
 except ImportError:  # Allows local smoke tests with `python -c`.
     from category_library import (
         compatible_entries as _compatible_entries,
@@ -93,6 +93,7 @@ except ImportError:  # Allows local smoke tests with `python -c`.
     import row_prompt_axes as row_prompt_axes_policy
     import row_pools as row_pool_policy
     import row_rendering as row_rendering_policy
+    import row_role_graph as row_role_graph_policy
     import row_route_metadata as row_route_policy
     import row_subject_route as row_subject_route_policy
     import seed_config as seed_policy
@@ -101,7 +102,6 @@ except ImportError:  # Allows local smoke tests with `python -c`.
         sanitize_hardcore_axis_values as _sanitize_hardcore_axis_values,
         sanitize_hardcore_environment_anchors as _sanitize_hardcore_environment_anchors,
     )
-    from hardcore_role_graphs import build_hardcore_role_graph
 
 
 ROOT_DIR = Path(__file__).resolve().parent
@@ -2121,6 +2121,25 @@ def _prompt_axes_route(
     )
 
 
+def _role_graph_route(
+    *,
+    rng: random.Random,
+    subcategory: dict[str, Any],
+    context: dict[str, Any],
+    item_axis_values: dict[str, Any],
+    pov_character_labels: list[str],
+    is_pose_category: bool,
+) -> row_role_graph_policy.RoleGraphRoute:
+    return row_role_graph_policy.resolve_role_graph_route(
+        rng=rng,
+        subcategory=subcategory,
+        context=context,
+        item_axis_values=item_axis_values,
+        pov_character_labels=pov_character_labels,
+        is_pose_category=is_pose_category,
+    )
+
+
 def _assemble_custom_row(request: row_assembly_policy.CustomRowAssemblyRequest) -> dict[str, Any]:
     return row_assembly_policy.assemble_custom_row(request)
 
@@ -2207,10 +2226,16 @@ def _build_custom_row(
     pov_character_labels = list(subject_route.get("pov_character_labels") or [])
     cast_descriptors = list(subject_route.get("cast_descriptors") or [])
     cast_descriptor_text = str(subject_route.get("cast_descriptor_text") or "")
-    source_role_graph = build_hardcore_role_graph(role_rng, subcategory, context, item_axis_values, pov_character_labels)
+    role_graph_route = _role_graph_route(
-    if is_pose_category:
+        rng=role_rng,
-        source_role_graph = _sanitize_hardcore_environment_anchors(source_role_graph)
+        subcategory=subcategory,
-    role_graph = _pov_role_graph_prompt(source_role_graph, pov_character_labels)
+        context=context,
+        item_axis_values=item_axis_values,
+        pov_character_labels=pov_character_labels,
+        is_pose_category=is_pose_category,
+    )
+    source_role_graph = role_graph_route.source_role_graph
+    role_graph = role_graph_route.role_graph
     expression_route = _resolve_expression_route(
         expression_enabled=expression_enabled,
         expression_intensity=expression_intensity,

row_role_graph.py

@@ -0,0 +1,42 @@
+from __future__ import annotations
+
+import random
+from dataclasses import dataclass
+from typing import Any
+
+try:
+    from . import hardcore_role_graphs
+    from . import hardcore_text_cleanup
+    from . import pov_policy
+except ImportError:  # Allows local smoke tests from the repository root.
+    import hardcore_role_graphs
+    import hardcore_text_cleanup
+    import pov_policy
+
+
+@dataclass(frozen=True)
+class RoleGraphRoute:
+    source_role_graph: str
+    role_graph: str
+
+
+def resolve_role_graph_route(
+    *,
+    rng: random.Random,
+    subcategory: dict[str, Any],
+    context: dict[str, Any],
+    item_axis_values: dict[str, Any],
+    pov_character_labels: list[str],
+    is_pose_category: bool,
+) -> RoleGraphRoute:
+    source_role_graph = hardcore_role_graphs.build_hardcore_role_graph(
+        rng,
+        subcategory,
+        context,
+        item_axis_values,
+        pov_character_labels,
+    )
+    if is_pose_category:
+        source_role_graph = hardcore_text_cleanup.sanitize_hardcore_environment_anchors(source_role_graph)
+    role_graph = pov_policy.pov_role_graph_prompt(source_role_graph, pov_character_labels)
+    return RoleGraphRoute(source_role_graph=source_role_graph, role_graph=role_graph)

tools/prompt_smoke.py

@@ -61,6 +61,7 @@ import row_location  # noqa: E402
 import row_pools  # noqa: E402
 import row_prompt_axes  # noqa: E402
 import row_rendering  # noqa: E402
+import row_role_graph  # noqa: E402
 import row_route_metadata  # noqa: E402
 import row_subject_route  # noqa: E402
 import server_routes  # noqa: E402
@@ -1793,6 +1794,60 @@ def smoke_row_rendering_policy() -> None:
     )
 
 
+def smoke_row_role_graph_policy() -> None:
+    empty_route = row_role_graph.resolve_role_graph_route(
+        rng=random.Random(51),
+        subcategory={"slug": "penetration"},
+        context={"subject_type": "woman"},
+        item_axis_values={"position": "missionary"},
+        pov_character_labels=[],
+        is_pose_category=True,
+    )
+    _expect(empty_route == row_role_graph.RoleGraphRoute("", ""), "Role graph route should stay empty outside configured cast")
+
+    context = {
+        "subject_type": "configured_cast",
+        "women_count": "1",
+        "men_count": "1",
+    }
+    subcategory = {"slug": "cumshot_climax", "name": "Cumshot and climax"}
+    axis_values = {"position": "lying at the bed edge with thighs open"}
+    route = row_role_graph.resolve_role_graph_route(
+        rng=random.Random(52),
+        subcategory=subcategory,
+        context=context,
+        item_axis_values=axis_values,
+        pov_character_labels=[],
+        is_pose_category=True,
+    )
+    delegated = pb._role_graph_route(
+        rng=random.Random(52),
+        subcategory=subcategory,
+        context=context,
+        item_axis_values=axis_values,
+        pov_character_labels=[],
+        is_pose_category=True,
+    )
+    _expect(route == delegated, "Prompt builder role graph route wrapper should delegate to row_role_graph")
+    _expect("raised edge" in route.source_role_graph, "Role graph route did not sanitize bed-edge environment anchor")
+    _expect("bed edge" not in route.source_role_graph.lower(), "Role graph route leaked bed-edge environment anchor")
+    _expect(route.role_graph == route.source_role_graph, "Role graph route changed non-POV role graph text")
+
+    pov_route = row_role_graph.resolve_role_graph_route(
+        rng=random.Random(53),
+        subcategory={"slug": "oral", "name": "Oral"},
+        context=context,
+        item_axis_values={"position": "standing oral", "act": "blowjob"},
+        pov_character_labels=["Man A"],
+        is_pose_category=False,
+    )
+    _expect(pov_route.source_role_graph, "Role graph route lost POV source role graph")
+    _expect(
+        pov_route.role_graph.startswith("First-person POV from Man A;"),
+        "Role graph route did not prepend POV role graph directive",
+    )
+
+
 def smoke_row_assembly_policy() -> None:
     context = {
         "subject": "configured cast",
@@ -4687,6 +4742,7 @@ SMOKE_CASES: list[tuple[str, Callable[[], None]]] = [
     ("character_profile_policy", smoke_character_profile_policy),
     ("row_normalization_policy", smoke_row_normalization_policy),
     ("row_rendering_policy", smoke_row_rendering_policy),
+    ("row_role_graph_policy", smoke_row_role_graph_policy),
     ("row_assembly_policy", smoke_row_assembly_policy),
     ("formatter_input_policy", smoke_formatter_input_policy),
     ("formatter_cast_policy", smoke_formatter_cast_policy),