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Add HDR Cascade Search (alien magic)#21

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AdaWorldAPI wants to merge 5 commits intomainfrom
session-recovery-kuzu
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Add HDR Cascade Search (alien magic)#21
AdaWorldAPI wants to merge 5 commits intomainfrom
session-recovery-kuzu

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Closing - HDR Cascade code (1015 lines) is already on main branch. The feature was merged through a different path.

AdaWorldAPI pushed a commit that referenced this pull request Mar 2, 2026
Tactic #23 AMP (Adaptive Meta-Prompting):
  GestaltState -> inference_biases(), confidence_modifier(), chain_depth_delta()
  Crystallizing prefers Deduction, Contested prefers Analogy/Abduction,
  Dissolving prefers Abduction, Epiphany prefers Induction.

Tactic #12 TCA (Temporal Context Augmentation):
  TruthTrajectory -> temporal_monotonicity(), temporal_acceleration(),
  has_temporal_precedence(). Granger-style analysis: evidence events
  followed by confidence rises = causal temporal precedence.

Tactic #21 SSR (Self-Skeptical Reasoning):
  SkepticismLevel (Trust/Cautious/Skeptical/Doubting) derived from
  trajectory dynamics. High confidence from few events = Skeptical.
  damping_factor() multiplies NARS confidence before gating.

5 new tests across the three tactics.

https://claude.ai/code/session_0152b2NJYnjCJjvMAmgsTx3p
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