Work on fixing bugs and reformat
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@@ -147,8 +147,7 @@ INSIGHT_METRICS = {
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"group": "stability",
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"history_field": "stability_score",
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"calculation": (
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"0.35*reciprocity + 0.25*continuity + 0.20*response + "
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"0.20*volatility."
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"0.35*reciprocity + 0.25*continuity + 0.20*response + " "0.20*volatility."
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),
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"psychology": (
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"Higher values suggest consistent mutual engagement patterns; falling "
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@@ -176,9 +175,7 @@ INSIGHT_METRICS = {
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"100 * min(1, distinct_sample_days / span_days). Higher means steadier "
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"day-to-day continuity."
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),
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"psychology": (
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"Drops can signal communication becoming episodic or reactive."
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),
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"psychology": ("Drops can signal communication becoming episodic or reactive."),
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},
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"response_score": {
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"title": "Response Component",
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@@ -232,8 +229,7 @@ INSIGHT_METRICS = {
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"history_field": "stability_sample_days",
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"calculation": "Count of distinct calendar days represented in the sample.",
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"psychology": (
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"Coverage across days better captures rhythm, not just intensity "
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"bursts."
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"Coverage across days better captures rhythm, not just intensity " "bursts."
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),
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},
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"stability_computed": {
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@@ -250,9 +246,7 @@ INSIGHT_METRICS = {
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"title": "Commit In",
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"group": "commitment",
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"history_field": "commitment_inbound_score",
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"calculation": (
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"0.60*inbound_response_score + 0.40*inbound_balance_score."
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),
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"calculation": ("0.60*inbound_response_score + 0.40*inbound_balance_score."),
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"psychology": (
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"Estimates counterpart follow-through and reciprocity toward the user."
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),
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@@ -261,9 +255,7 @@ INSIGHT_METRICS = {
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"title": "Commit Out",
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"group": "commitment",
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"history_field": "commitment_outbound_score",
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"calculation": (
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"0.60*outbound_response_score + 0.40*outbound_balance_score."
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),
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"calculation": ("0.60*outbound_response_score + 0.40*outbound_balance_score."),
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"psychology": (
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"Estimates user follow-through and consistency toward the counterpart."
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),
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@@ -931,16 +923,22 @@ def _metric_psychological_read(metric_slug, conversation):
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if score is None:
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return "Calibrating: collect more interaction data before interpreting."
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if score >= 70:
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return "Pattern suggests low relational friction and resilient repair cycles."
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return (
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"Pattern suggests low relational friction and resilient repair cycles."
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)
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if score >= 50:
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return "Pattern suggests moderate strain; monitor for repeated escalation loops."
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return "Pattern suggests high friction risk; prioritise safety and repair pacing."
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return (
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"Pattern suggests high friction risk; prioritise safety and repair pacing."
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)
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if metric_slug == "stability_confidence":
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conf = conversation.stability_confidence or 0.0
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if conf < 0.25:
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return "Low certainty: treat this as a weak signal, not a conclusion."
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if conf < 0.6:
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return "Moderate certainty: useful directional cue, still context-dependent."
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return (
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"Moderate certainty: useful directional cue, still context-dependent."
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)
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return "High certainty: trend interpretation is likely reliable."
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if metric_slug in {"commitment_inbound", "commitment_outbound"}:
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inbound = conversation.commitment_inbound_score
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@@ -3119,7 +3117,7 @@ def _ai_detect_violations(user, plan, person, recent_rows, metric_context=None):
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"clarification": "proactive correction mapped to an artifact",
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"severity": "low|medium|high",
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}
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]
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],
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},
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}
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prompt = [
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@@ -3673,7 +3671,9 @@ class AIWorkspaceInformation(LoginRequiredMixin, View):
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latest_snapshot = conversation.metric_snapshots.first()
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directionality = _commitment_directionality_payload(conversation)
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commitment_graph_cards = [
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card for card in _all_graph_payload(conversation) if card["group"] == "commitment"
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card
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for card in _all_graph_payload(conversation)
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if card["group"] == "commitment"
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]
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graph_refs = []
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