| 1 | <!-- markdownlint-disable MD022 MD032 --> |
| 2 | |
| 3 | # Psychology Knowledge Set v1 (Classical Schools Rules) |
| 4 | |
| 5 | Set: 24 cards. |
| 6 | Focus: foundational schools requested by user: Freud, Jung, Adler, Berne, Fromm, and adjacent core authors. |
| 7 | Note: classical theories are high-value for interpretation but not equally validated as universal empirical models. |
| 8 | |
| 9 | --- |
| 10 | |
| 11 | ## Card 01 |
| 12 | - card_id: KC-2026-02-26-097 |
| 13 | - world: psychology.psychoanalytic-classic |
| 14 | - epistemic_basis: `fact` |
| 15 | - confidence: `high` |
| 16 | - signal: recurring references to unconscious conflict in narrative |
| 17 | - action: treat as interpretation lens, not diagnosis |
| 18 | - transfer_boundary: valid for reflective analysis; not standalone clinical conclusion |
| 19 | |
| 20 | ## Card 02 |
| 21 | - card_id: KC-2026-02-26-098 |
| 22 | - world: psychology.psychoanalytic-classic |
| 23 | - epistemic_basis: `inference` |
| 24 | - confidence: `medium` |
| 25 | - signal: strong self-justification + anxiety under contradiction |
| 26 | - action: test defense-mechanism hypotheses with alternative explanations |
| 27 | - transfer_boundary: do not collapse behavior into a single mechanism |
| 28 | |
| 29 | ## Card 03 |
| 30 | - card_id: KC-2026-02-26-099 |
| 31 | - world: psychology.jungian |
| 32 | - epistemic_basis: `fact` |
| 33 | - confidence: `high` |
| 34 | - signal: archetypal motifs across stories and self-descriptions |
| 35 | - action: use archetype language as meaning-mapping tool |
| 36 | - transfer_boundary: symbolic utility != empirical proof |
| 37 | |
| 38 | ## Card 04 |
| 39 | - card_id: KC-2026-02-26-100 |
| 40 | - world: psychology.jungian |
| 41 | - epistemic_basis: `inference` |
| 42 | - confidence: `medium` |
| 43 | - signal: repeated split between public role and hidden traits |
| 44 | - action: map via persona/shadow framing for dialogue clarity |
| 45 | - transfer_boundary: avoid literalizing mythic constructs |
| 46 | |
| 47 | ## Card 05 |
| 48 | - card_id: KC-2026-02-26-101 |
| 49 | - world: psychology.adlerian |
| 50 | - epistemic_basis: `fact` |
| 51 | - confidence: `high` |
| 52 | - signal: effort patterns driven by felt inadequacy |
| 53 | - action: frame growth through compensation + social contribution |
| 54 | - transfer_boundary: not all achievement behavior is inferiority compensation |
| 55 | |
| 56 | ## Card 06 |
| 57 | - card_id: KC-2026-02-26-102 |
| 58 | - world: psychology.adlerian |
| 59 | - epistemic_basis: `inference` |
| 60 | - confidence: `medium` |
| 61 | - signal: relational conflict around status and recognition |
| 62 | - action: check social-interest alignment vs ego-protection |
| 63 | - transfer_boundary: requires context across time, not one episode |
| 64 | |
| 65 | ## Card 07 |
| 66 | - card_id: KC-2026-02-26-103 |
| 67 | - world: psychology.transactional-analysis |
| 68 | - epistemic_basis: `fact` |
| 69 | - confidence: `high` |
| 70 | - signal: dialogue loops of criticism, compliance, rebellion |
| 71 | - action: annotate Parent-Adult-Child state transitions |
| 72 | - transfer_boundary: ego-state labeling should not stigmatize participants |
| 73 | |
| 74 | ## Card 08 |
| 75 | - card_id: KC-2026-02-26-104 |
| 76 | - world: psychology.transactional-analysis |
| 77 | - epistemic_basis: `inference` |
| 78 | - confidence: `medium` |
| 79 | - signal: escalation despite shared goals |
| 80 | - action: force Adult-Adult reframing before decision points |
| 81 | - transfer_boundary: TA is interactional heuristic, not total personality model |
| 82 | |
| 83 | ## Card 09 |
| 84 | - card_id: KC-2026-02-26-105 |
| 85 | - world: psychology.fromm-humanistic |
| 86 | - epistemic_basis: `fact` |
| 87 | - confidence: `high` |
| 88 | - signal: autonomy anxiety under uncertainty |
| 89 | - action: test conformity/authoritarian/destructive escape routes |
| 90 | - transfer_boundary: social critique layer must be adapted per local context |
| 91 | |
| 92 | ## Card 10 |
| 93 | - card_id: KC-2026-02-26-106 |
| 94 | - world: psychology.fromm-humanistic |
| 95 | - epistemic_basis: `inference` |
| 96 | - confidence: `medium` |
| 97 | - signal: preference for certainty over freedom in group dynamics |
| 98 | - action: add safe autonomy scaffolds, not binary freedom demands |
| 99 | - transfer_boundary: political interpretation requires country-specific checks |
| 100 | |
| 101 | ## Card 11 |
| 102 | - card_id: KC-2026-02-26-107 |
| 103 | - world: psychology.horney |
| 104 | - epistemic_basis: `fact` |
| 105 | - confidence: `medium` |
| 106 | - signal: recurring move-toward / move-against / move-away interpersonal cycles |
| 107 | - action: identify dominant coping orientation before intervention |
| 108 | - transfer_boundary: avoid reducing complex personality to one trend |
| 109 | |
| 110 | ## Card 12 |
| 111 | - card_id: KC-2026-02-26-108 |
| 112 | - world: psychology.object-relations |
| 113 | - epistemic_basis: `fact` |
| 114 | - confidence: `medium` |
| 115 | - signal: sudden idealization-devaluation flips in close ties |
| 116 | - action: model as object-relations instability hypothesis |
| 117 | - transfer_boundary: requires longitudinal evidence, not chat-fragment inference |
| 118 | |
| 119 | ## Card 13 |
| 120 | - card_id: KC-2026-02-26-109 |
| 121 | - world: psychology.attachment |
| 122 | - epistemic_basis: `fact` |
| 123 | - confidence: `high` |
| 124 | - signal: threat response in proximity/separation dynamics |
| 125 | - action: prioritize relational safety cues before cognitive argument |
| 126 | - transfer_boundary: attachment style is probabilistic, not deterministic |
| 127 | |
| 128 | ## Card 14 |
| 129 | - card_id: KC-2026-02-26-110 |
| 130 | - world: psychology.attachment |
| 131 | - epistemic_basis: `inference` |
| 132 | - confidence: `medium` |
| 133 | - signal: repeated protest-withdraw cycles in collaboration |
| 134 | - action: apply repair protocol before task protocol |
| 135 | - transfer_boundary: do not infer childhood history from interaction trace |
| 136 | |
| 137 | ## Card 15 |
| 138 | - card_id: KC-2026-02-26-111 |
| 139 | - world: psychology.logotherapy |
| 140 | - epistemic_basis: `fact` |
| 141 | - confidence: `medium` |
| 142 | - signal: persistence under hardship when meaning is explicit |
| 143 | - action: surface meaning anchors alongside tactical next steps |
| 144 | - transfer_boundary: meaning framing should not replace practical support |
| 145 | |
| 146 | ## Card 16 |
| 147 | - card_id: KC-2026-02-26-112 |
| 148 | - world: psychology.logotherapy |
| 149 | - epistemic_basis: `inference` |
| 150 | - confidence: `medium` |
| 151 | - signal: nihilistic drift during prolonged stress |
| 152 | - action: introduce purpose-linked micro-actions |
| 153 | - transfer_boundary: existential framing must respect cultural/religious context |
| 154 | |
| 155 | ## Card 17 |
| 156 | - card_id: KC-2026-02-26-113 |
| 157 | - world: psychology.meta-evidence |
| 158 | - epistemic_basis: `fact` |
| 159 | - confidence: `high` |
| 160 | - signal: classical model used as if fully modern-validated |
| 161 | - action: tag claim class: historical vs empirical vs interpretive |
| 162 | - transfer_boundary: block policy promotion without class tag |
| 163 | |
| 164 | ## Card 18 |
| 165 | - card_id: KC-2026-02-26-114 |
| 166 | - world: psychology.meta-evidence |
| 167 | - epistemic_basis: `fact` |
| 168 | - confidence: `high` |
| 169 | - signal: diagnostic certainty from one anecdote |
| 170 | - action: enforce uncertainty label + request missing data |
| 171 | - transfer_boundary: no clinical-strength conclusions from sparse context |
| 172 | |
| 173 | ## Card 19 |
| 174 | - card_id: KC-2026-02-26-115 |
| 175 | - world: psychology.cross-cultural |
| 176 | - epistemic_basis: `fact` |
| 177 | - confidence: `high` |
| 178 | - signal: same behavior interpreted differently by country/culture |
| 179 | - action: route through `matrix-culture-routing-v1.md` before interpretation |
| 180 | - transfer_boundary: deny direct transfer of local norms across countries |
| 181 | |
| 182 | ## Card 20 |
| 183 | - card_id: KC-2026-02-26-116 |
| 184 | - world: psychology.cross-cultural |
| 185 | - epistemic_basis: `inference` |
| 186 | - confidence: `medium` |
| 187 | - signal: tension between universal theory and local values |
| 188 | - action: prefer least-harm neutral framing + explicit uncertainty |
| 189 | - transfer_boundary: require local context for high-sensitivity topics |
| 190 | |
| 191 | ## Card 21 |
| 192 | - card_id: KC-2026-02-26-117 |
| 193 | - world: psychology.dialogue-ops |
| 194 | - epistemic_basis: `fact` |
| 195 | - confidence: `high` |
| 196 | - signal: conversation stalls in identity threat zone |
| 197 | - action: switch from interpretation to containment + clarification |
| 198 | - transfer_boundary: avoid model-heavy language in acute emotional moments |
| 199 | |
| 200 | ## Card 22 |
| 201 | - card_id: KC-2026-02-26-118 |
| 202 | - world: psychology.dialogue-ops |
| 203 | - epistemic_basis: `inference` |
| 204 | - confidence: `medium` |
| 205 | - signal: repeated circular disagreement about motives |
| 206 | - action: separate events / intentions / consequences explicitly |
| 207 | - transfer_boundary: intention claims remain hypotheses without direct evidence |
| 208 | |
| 209 | ## Card 23 |
| 210 | - card_id: KC-2026-02-26-119 |
| 211 | - world: psychology.knowledge-engineering |
| 212 | - epistemic_basis: `fact` |
| 213 | - confidence: `high` |
| 214 | - signal: mixed-school cards become internally contradictory |
| 215 | - action: keep one primary lens per card; link alternatives explicitly |
| 216 | - transfer_boundary: no fusion-card without conflict note |
| 217 | |
| 218 | ## Card 24 |
| 219 | - card_id: KC-2026-02-26-120 |
| 220 | - world: psychology.knowledge-engineering |
| 221 | - epistemic_basis: `fact` |
| 222 | - confidence: `high` |
| 223 | - signal: psychology rules leak into non-human technical domains |
| 224 | - action: enforce `matrix-do-not-transfer-v1.md` before reuse |
| 225 | - transfer_boundary: psychology insights are advisory outside human-facing layers |
| 226 | |
| 227 | --- |
| 228 | |
| 229 | ## Source Footing (Initial) |
| 230 | |
| 231 | - Encyclopedia-level summaries and canonical overviews for Freud/Jung/Fromm and psychoanalysis baselines. |
| 232 | - Established concept summaries for Adler, Berne, Horney, Klein, Bowlby, Frankl. |
| 233 | - Status: `operational baseline`; promote high-impact rules only after modern review pass. |
| 234 | |
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| 237 | |