Tune Krea2 POV doggy prompts

docs/sxcp-eval-loop.md

@@ -67,6 +67,29 @@ The request is sent on stdin. The command also receives:
 - Seed control/reproducibility
 - Overall Krea2 image usefulness
 
+## POV Pose Atlas
+
+Use `/media/unraid/davinci/Qwen_edit_lora/POV/dataset_v2` as the local
+reference atlas for POV pose geometry. The top-level pose folders contain real
+POV examples, and matching `_control` folders contain solo/control versions.
+Ignore `bg` and `*_bg` folders for pose rules; they are background plates
+without people. Treat the pose image folders as the primary source for body
+geometry; captions are optional and are not present for every folder.
+
+Suggested workflow:
+
+1. Choose one pose family, for example `doggy`, `doggy_alt`, `cowgirl`, or
+   `missionary`.
+2. Sample 5-10 real pose images and their control images.
+3. Write the repeated geometry as a compact prompt rule.
+4. Run one fixed-seed Krea2 prompt using that rule.
+5. Repeat on a second seed or character before changing generator defaults.
+6. If the prompt itself is structurally contradictory before rendering, patch
+   immediately and add a regression test.
+
+For POV doggy, the atlas shows that visible viewer thighs, lower torso, or
+pelvis can be correct. Do not treat them as automatic failures.
+
 ## Seed Contract
 
 The seed is transport metadata, not prompt text. When the graph emits a seed, an