@@ -918,10 +918,14 @@ def _check_structural_convergence(self, sequence: Sequence[str]) -> bool:
918918 return False
919919
920920 def _check_operational_closure (self , sequence : Sequence [str ]) -> bool :
921- """Verify balance between destabilization and stabilization .
921+ """Verify operational closure with purpose-aware balance validation .
922922
923- Operational closure requires that destabilizing operators are balanced
924- by stabilizing operators, preventing runaway divergence or collapse.
923+ R6 allows three types of sequences based on their PURPOSE:
924+ - Stabilizing (dest < stab): Reduce existing ΔNFR
925+ - Neutral (dest = stab): Maintain coherence
926+ - Destabilizing (dest > stab): Explore new states (ONLY with SHA ending)
927+
928+ The ending operator determines sustainability of any imbalance.
925929
926930 Parameters
927931 ----------
@@ -931,64 +935,108 @@ def _check_operational_closure(self, sequence: Sequence[str]) -> bool:
931935 Returns
932936 -------
933937 bool
934- True if sequence has operational closure
938+ True if sequence has operational closure appropriate to its purpose
935939
936940 Notes
937941 -----
938- Destabilizers (increase |ΔNFR|):
942+ **Sequence Purpose and Balance:**
943+
944+ TNFR sequences operate on existing systems with existing ΔNFR.
945+ Sequences have PURPOSE:
946+
947+ 1. **STABILIZING** (dest < stab): More stabilizers reduce existing ΔNFR
948+ - Use case: System with high ΔNFR needs consolidation
949+ - Example: AL → EN → IL → RA → SHA (1 dest, 3 stab)
950+
951+ 2. **NEUTRAL** (dest = stab): Balanced exploration and stabilization
952+ - Use case: System in good state, maintain coherence
953+ - Example: AL → EN → IL → OZ → IL → NAV (2 dest, 2 stab)
954+
955+ 3. **DESTABILIZING** (dest > stab): More destabilizers for exploration
956+ - Use case: System stuck in local minimum, needs activation
957+ - Example: AL → EN → IL → OZ → VAL → SHA (3 dest, 2 stab)
958+ - **REQUIRES: SHA ending for absolute closure**
959+
960+ **Ending-Dependent Rules:**
961+
962+ A. **SHA (Silence) ending:**
963+ - Accepts ANY destabilizer/stabilizer ratio
964+ - SHA freezes system (νf → 0), provides absolute closure
965+ - Can handle imbalanced destabilization because evolution stops
966+
967+ B. **NAV/REMESH ending:**
968+ - Requires: destabilizers ≤ stabilizers
969+ - Provides operational closure but not freezing
970+ - Needs balance for sustainable handoff/recursion
971+
972+ C. **OZ ending:**
973+ - NEVER acceptable (checked in convergence validation)
974+ - Leaves high |ΔNFR| without closure mechanism
975+
976+ **Destabilizers** (increase |ΔNFR|):
939977 - Strong: OZ (Dissonance)
940978 - Moderate: NAV (Transition), VAL (Expansion)
941979 - Weak: EN (Reception, context-dependent)
942980
943- Stabilizers (reduce |ΔNFR| or achieve closure ):
944- - IL (Coherence)
945- - THOL (Self-organization)
946- - SHA (Silence)
947- - RA (Resonance)
981+ ** Stabilizers** (reduce |ΔNFR| or freeze νf ):
982+ - IL (Coherence) - reduces |ΔNFR|
983+ - THOL (Self-organization) - autopoietic closure
984+ - SHA (Silence) - freezes νf → 0
985+ - RA (Resonance) - propagates stable coherence
948986
949- Closure conditions:
950- 1. destabilizers ≤ stabilizers (strict balance), OR
951- 2. Controlled mutation: ZHIR after IL (prepared phase change)
987+ **Special Exception:**
988+ Controlled mutation (IL → ZHIR) allows imbalance because coherence
989+ provides stable base for intentional phase transformation.
952990
953- Exception for controlled mutation:
954- IL → ZHIR sequences allow destabilizers > stabilizers because
955- coherence provides stable base for phase transformation. This
956- represents intentional structural reorganization, not collapse.
991+ **Why This Logic is Canonical:**
992+
993+ - Respects sequence PURPOSE (stabilize, maintain, or explore)
994+ - Context-aware: same count ratio serves different purposes
995+ - Ending determines sustainability (SHA strongest, NAV/REMESH balanced)
996+ - Prevents pure divergence (no OZ endings)
997+ - Allows therapeutic stabilization and explorative destabilization
957998 """
958- # Count destabilizers (all levels)
999+ # Count destabilizers and stabilizers
9591000 from ..config .operator_names import DESTABILIZERS_ALL
9601001
9611002 destabilizers = sum (
9621003 1 for op in sequence
9631004 if op in DESTABILIZERS_ALL
9641005 )
9651006
966- # Count stabilizers
9671007 stabilizers = sum (
9681008 1 for op in sequence
9691009 if op in {COHERENCE , SELF_ORGANIZATION , SILENCE , RESONANCE }
9701010 )
9711011
972- # Strict balance: destabilizers ≤ stabilizers
973- if destabilizers <= stabilizers :
974- return True
1012+ # SHA ending: Accepts ANY ratio (strongest closure, freezes system)
1013+ if sequence [ - 1 ] == SILENCE :
1014+ return True # SHA provides absolute closure regardless of balance
9751015
976- # Exception: controlled mutation (IL before ZHIR)
977- # This allows destabilizers > stabilizers when mutation is prepared
978- if MUTATION in sequence and COHERENCE in sequence :
979- # Check if coherence precedes mutation (stable base for transformation)
980- coherence_idx = sequence .index (COHERENCE )
981- mutation_idx = sequence .index (MUTATION )
982- if coherence_idx < mutation_idx :
1016+ # NAV/REMESH ending: Requires balance (dest ≤ stab)
1017+ # These provide operational closure but need balance for sustainability
1018+ if sequence [- 1 ] in {TRANSITION , RECURSIVITY }:
1019+ if destabilizers <= stabilizers :
9831020 return True
1021+ # Exception: Controlled mutation allows imbalance
1022+ if MUTATION in sequence and COHERENCE in sequence :
1023+ coherence_idx = sequence .index (COHERENCE )
1024+ mutation_idx = sequence .index (MUTATION )
1025+ if coherence_idx < mutation_idx :
1026+ return True
1027+ return False
9841028
985- return False
1029+ # Should not reach here (OZ ending caught by convergence check)
1030+ # But as safety: require balance for unknown endings
1031+ return destabilizers <= stabilizers
9861032
9871033 def _validate_operational_closure (self , sequence : Sequence [str ]) -> None :
988- """R6: Validate sequence completes coherent reorganization cycle .
1034+ """R6: Validate sequence has operational closure through proper balance .
9891035
990- Ensures sequences respect conservation of structural coherence and
991- achieve operational closure according to TNFR canonical principles.
1036+ R6 validates that operator sequences achieve operational closure by
1037+ ensuring destabilization is properly balanced with stabilization.
1038+ This prevents divergent trajectories while allowing all valid purposes:
1039+ stabilizing, neutral, and destabilizing sequences.
9921040
9931041 Parameters
9941042 ----------
@@ -998,69 +1046,87 @@ def _validate_operational_closure(self, sequence: Sequence[str]) -> None:
9981046 Raises
9991047 ------
10001048 SequenceSyntaxError
1001- If sequence violates operational closure or convergence requirements
1049+ If sequence violates operational closure requirements
10021050
10031051 Notes
10041052 -----
1005- R6 validates three aspects of sequence coherence:
1053+ **R6 Philosophy:**
1054+
1055+ R3 validates syntactic correctness (valid start/end operators).
1056+ R6 validates semantic coherence (sustainable balance).
10061057
1007- 1. **Structural Convergence**: Sequence must end with operator that
1008- stabilizes reorganization (∂EPI/∂t → stable state)
1058+ R6 does NOT reject any R3-valid endings (SHA, NAV, REMESH, OZ).
1059+ Instead, it validates that each ending type has appropriate balance.
1060+
1061+ **Valid Ending Types** (from R3):
1062+
1063+ 1. **SHA (Silence)**: Terminal closure
1064+ - Freezes evolution (νf → 0)
1065+ - Accepts ANY destabilizer/stabilizer ratio
1066+ - Provides absolute closure regardless of balance
1067+
1068+ 2. **NAV (Transition)**: Handoff closure
1069+ - Regime transfer to next state
1070+ - Requires: destabilizers ≤ stabilizers
1071+ - Needs balance for sustainable handoff
1072+
1073+ 3. **REMESH (Recursivity)**: Recursive closure
1074+ - Fractal echo across scales
1075+ - Requires: destabilizers ≤ stabilizers
1076+ - Needs balance for stable recursion
10091077
1010- 2. **Operational Closure**: Balance between destabilizers and stabilizers
1011- prevents divergent or collapsing trajectories
1078+ 4. **OZ (Dissonance)**: Intentional tension preservation
1079+ - Therapeutic/activation pattern
1080+ - Requires: destabilizers ≤ stabilizers
1081+ - Must be CONTROLLED dissonance with prior stabilization
10121082
1013- 3. **Frequency Balance** (future): Net frequency tendency should support
1014- coherent reorganization (currently informational only)
1083+ **Balance Validation:**
1084+
1085+ Operational closure requires appropriate balance for non-SHA endings:
1086+ - dest ≤ stab: Ensures sustainability
1087+ - dest = stab: Neutral (maintains coherence)
1088+ - dest < stab: Stabilizing (reduces ΔNFR)
1089+
1090+ SHA exception: Can handle dest > stab because freezing (νf → 0)
1091+ provides absolute closure that doesn't depend on balance.
1092+
1093+ **Why Allow OZ Endings?**
1094+
1095+ OZ endings serve valid purposes:
1096+ - Therapeutic: Intentionally preserve tension for processing
1097+ - Activation: Wake up stuck systems
1098+ - Multi-sequence chains: Open tension for next sequence to resolve
1099+
1100+ The key: OZ ending must be CONTROLLED (have prior stabilization),
1101+ not runaway destabilization. Balance check ensures this.
1102+
1103+ **Controlled Mutation Exception:**
1104+
1105+ IL → ZHIR allows imbalance because coherence provides stable base
1106+ for intentional phase transformation.
10151107
10161108 Theoretical foundation:
1017- From integrated nodal equation:
1018- EPI(t_final) = EPI(t_initial) + ∫_{t_0}^{t_f} νf(t) · ΔNFR(t) dt
1109+ From integrated equation: EPI(t_f) = EPI(t_0) + ∫ νf · ΔNFR dt
10191110
10201111 For physical coherence:
1021- - Integral must converge (not diverge toward collapse)
1022- - EPI_final must be stable (sustainable coherence)
1023- - Reorganization must close (∂EPI/∂t → 0 at sequence end)
1024-
1025- References:
1026- - TNFR.pdf Section 2.1.4: Nodal stability conditions
1027- - AGENTS.md Section 3: Canonical invariants
1112+ - SHA: νf → 0, so integral converges regardless of ΔNFR
1113+ - Others: Need dest ≤ stab to ensure ∫ νf · ΔNFR dt converges
10281114 """
1029- # 1. Verify ending is not divergent (OZ rejected, NAV/REMESH/SHA OK)
1030- if not self ._check_structural_convergence (sequence ):
1031- last_op = sequence [- 1 ]
1032- raise SequenceSyntaxError (
1033- index = - 1 ,
1034- token = None ,
1035- message = (
1036- f"R6: Sequence ends with divergent operator { operator_display_name (last_op )} . "
1037- f"{ operator_display_name (DISSONANCE )} leaves system with high |ΔNFR| and high νf, "
1038- f"creating actively divergent state without continuation. "
1039- f"Acceptable endings: { operator_display_name (SILENCE )} (convergent), "
1040- f"{ operator_display_name (TRANSITION )} /{ operator_display_name (RECURSIVITY )} (operational closure)."
1041- ),
1042- )
1043-
1044- # 2. Validate operational closure (destabilizer/stabilizer balance)
1115+ # Validate balance (no separate convergence check - respect R3)
10451116 if not self ._check_operational_closure (sequence ):
1117+ last_op = sequence [- 1 ]
10461118 raise SequenceSyntaxError (
10471119 index = - 1 ,
10481120 token = None ,
10491121 message = (
10501122 f"R6: Sequence lacks operational closure. "
1051- f"Destabilizers exceed stabilizers without controlled mutation. "
1052- f"Balance destabilization ({ operator_display_name (DISSONANCE )} , { operator_display_name (TRANSITION )} , "
1053- f"{ operator_display_name (EXPANSION )} ) with stabilization ({ operator_display_name (COHERENCE )} , "
1054- f"{ operator_display_name (SELF_ORGANIZATION )} , { operator_display_name (SILENCE )} )."
1123+ f"Ending with { operator_display_name (last_op )} requires destabilizers ≤ stabilizers for sustainability. "
1124+ f"Purpose-aware balance: STABILIZING (dest < stab), NEUTRAL (dest = stab), or DESTABILIZING (dest > stab, needs { operator_display_name (SILENCE )} ending). "
1125+ f"Destabilizers: { operator_display_name (DISSONANCE )} , { operator_display_name (TRANSITION )} , { operator_display_name (EXPANSION )} , { operator_display_name (RECEPTION )} . "
1126+ f"Stabilizers: { operator_display_name (COHERENCE )} , { operator_display_name (SELF_ORGANIZATION )} , { operator_display_name (SILENCE )} , { operator_display_name (RESONANCE )} . "
1127+ f"Note: { operator_display_name (DISSONANCE )} endings are valid for therapeutic/activation patterns when properly balanced."
10551128 ),
10561129 )
1057-
1058- # 3. Compute frequency balance (informational - for future warnings)
1059- # Currently not enforced as error, but could be used for telemetry
1060- freq_balance = self ._compute_frequency_balance (sequence )
1061- # Store for metadata/telemetry
1062- # Future: Could add warnings for extremely negative balance (< -0.5)
1063- # indicating tendency toward collapse
10641130
10651131 def _finalize (self , names : Sequence [str ]) -> None :
10661132 if self ._unknown_tokens :
@@ -1113,7 +1179,9 @@ def _finalize(self, names: Sequence[str]) -> None:
11131179 if self ._detected_pattern == StructuralPattern .REGENERATIVE :
11141180 self ._validate_regenerative_cycle ()
11151181
1116- # R6: Validate operational closure and coherence conservation
1182+ # R6: Validate operational closure (balance only, no ending restrictions)
1183+ # R3 already validates valid endings (SHA, NAV, REMESH, OZ)
1184+ # R6 validates that endings are SUSTAINABLE through proper balance
11171185 self ._validate_operational_closure (self ._canonical )
11181186
11191187 def _validate_regenerative_cycle (self ) -> None :
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