@@ -93,6 +93,25 @@ Emission()(G, 0)
9393print (f " EPI after emission: { G.nodes[0 ][' EPI' ]:.3f } " ) # > 0
9494```
9595
96+ ### Anti-Patterns
97+ ``` python
98+ # ✗ WRONG: Using Emission in middle of sequence without purpose
99+ [Emission, Coherence, Emission, Coherence, Silence] # Redundant second emission
100+
101+ # ✓ CORRECT: Single emission to initialize
102+ [Emission, Coherence, Silence]
103+ ```
104+
105+ ### Relationships
106+ - ** Can precede** : All operators (generator role)
107+ - ** Should follow** : Nothing (starts sequences from vacuum/dormant state)
108+ - ** Often followed by** : Coherence (IL) to stabilize new structure
109+
110+ ### Test References
111+ - ` tests/unit/operators/test_emission_irreversibility.py ` - Structural irreversibility
112+ - ` tests/unit/operators/test_emission_metrics.py ` - EPI and νf validation
113+ - ` tests/unit/operators/test_emission_preconditions.py ` - Precondition enforcement
114+
96115---
97116
98117## 2. Reception (EN) 📡
@@ -143,6 +162,27 @@ Reception()(G, 0) # Node 0 receives from node 1
143162print (f " EPI after reception: { G.nodes[0 ][' EPI' ]:.3f } " )
144163```
145164
165+ ### Anti-Patterns
166+ ``` python
167+ # ✗ WRONG: Reception without coupling (no network connectivity)
168+ G = nx.Graph()
169+ G.add_node(0 , EPI = 0.5 , vf = 1.0 , theta = 0.0 , dnfr = 0.0 )
170+ Reception()(G, 0 ) # No neighbors - violates precondition
171+
172+ # ✓ CORRECT: Couple first, then receive
173+ Coupling()(G, 0 , 1 )
174+ Reception()(G, 0 )
175+ ```
176+
177+ ### Relationships
178+ - ** Must precede** : Coupling (UM) or existing network connectivity
179+ - ** Can follow** : Any operator that establishes network structure
180+ - ** Often follows** : Coupling (UM) to receive from newly coupled nodes
181+
182+ ### Test References
183+ - ` tests/unit/operators/test_reception_preconditions.py ` - Network connectivity validation
184+ - ` tests/unit/operators/test_reception_sources.py ` - Source integration correctness
185+
146186---
147187
148188## 3. Coherence (IL) 🔒
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