fix: purge 4 production bugs — resonance null-guard, POST_DETAIL misclassification, VLM JSON response handling
🔴 RED → 🟢 GREEN for 4 critical bugs found in production run 2026-04-29: 1. ResonanceEvaluator: Add null-guard for evaluate_post_vibe() return. When VLM returns truncated JSON, the function returns None. The caller now handles this gracefully instead of crashing with AttributeError. 2. ScreenIdentity POST_DETAIL: Replace broken 'and not selected_tab' condition with structural differentiator using main_feed_action_bar. Posts opened from feed retain feed_tab selected, which was causing misclassification as HOME_FEED → LLM fallback → OWN_PROFILE hallucination → permanent Qdrant cache poisoning. 3. ActionMemory VLM verification: When VLM returns JSON instead of YES/NO, treat as inconclusive (fall through to structural delta) rather than hard failure. Only return False when response explicitly contains 'no'. 4 new E2E regression tests, 75/75 pass, zero regressions.
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@@ -51,10 +51,15 @@ class ResonanceEvaluatorPlugin(BehaviorPlugin):
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logger.info("✨ [Resonance] Performing visual vibe check...")
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persona_interests = getattr(ctx.configs.args, "persona_interests", [])
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vibe = tele.evaluate_post_vibe(ctx.device, persona_interests)
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vibe_score = vibe.get("quality_score", 5) / 10.0
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if vibe.get("matches_niche"):
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vibe_score = min(1.0, vibe_score + 0.2)
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res_score = (res_score * 0.3) + (vibe_score * 0.7)
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if vibe is None:
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logger.warning(
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"✨ [Resonance] VLM vibe check returned None (truncated JSON?). Keeping neutral score."
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)
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else:
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vibe_score = vibe.get("quality_score", 5) / 10.0
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if vibe.get("matches_niche"):
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vibe_score = min(1.0, vibe_score + 0.2)
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res_score = (res_score * 0.3) + (vibe_score * 0.7)
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ctx.shared_state["res_score"] = res_score
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logger.info(f"📊 [Resonance] Post Score: {res_score:.2f}")
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@@ -192,11 +192,18 @@ class ActionMemory:
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if response and "yes" in response.lower() and "no" not in response.lower():
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logger.debug(f"🧠 [ActionMemory] VLM visually confirmed success for '{intent}'.")
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return True
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else:
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elif response and "no" in response.lower() and "yes" not in response.lower():
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logger.warning(
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f"⚠️ [ActionMemory] VLM visual verification FAILED for '{intent}'. VLM replied: '{response}'"
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)
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return False
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else:
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# VLM returned ambiguous response (JSON, mixed signals, etc.)
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# Don't treat as hard failure — fall through to structural delta verification
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logger.info(
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f"🧠 [ActionMemory] VLM response for '{intent}' was not YES/NO "
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f"(got: '{response[:80]}...'). Falling through to structural verification."
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)
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except Exception as e:
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logger.error(f"Failed to query VLM for visual verification: {e}")
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# Fallthrough to structural delta if VLM crashes
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@@ -193,8 +193,14 @@ class ScreenIdentity:
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except KeyError:
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pass
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if "row_feed_button_like" in ids and "row_feed_photo_profile_name" in ids and not selected_tab:
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return ScreenType.POST_DETAIL
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# POST_DETAIL vs HOME_FEED: Both have row_feed_* markers. The differentiator
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# is that HOME_FEED has the main_feed_action_bar (top bar with 'Instagram' title).
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# POST_DETAIL lacks this because it shows a single expanded post.
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# Note: We MUST NOT use `not selected_tab` here — posts opened from feed
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# retain the feed_tab as selected, which previously caused misclassification.
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if "row_feed_button_like" in ids and "row_feed_photo_profile_name" in ids:
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if "main_feed_action_bar" not in ids:
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return ScreenType.POST_DETAIL
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# Story view structural markers — present in full-screen story viewer.
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# Stories hide the navigation tab bar, so selected_tab is always None.
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