What the Deck Is Doing Here
In the Phase 2 experiments (arXiv:2606.07552), Han — the weakest of the seven states — consults a symbolic oracle before issuing orders each round. The tarot condition exists as a structured counterpart to the I-Ching: a symbolic reading from a different tradition, controlling for framework structure while varying framework content. Where the yarrow condition deals hexagrams and judgment texts, the tarot condition deals a three-card spread from a full 78-card Rider-Waite-Smith deck.
This page is the complete instruction set: what each card says, and what strategic orientation it asks the agent to adopt. The mapping lives in the engine's src/tarot/cards.py; the tables below are generated directly from that file.
One thing to hold onto throughout: the card's counsel is advisory prose, not a mechanical constraint. The reading is injected into the agent's prompt as text, and the language model still writes whatever orders it wants. Nothing in the engine forces a “retreat” card to produce a retreating move. What the card does is hand the agent a named, action-typed recommendation that it must either follow or argue with — and the arguing turns out to matter.
Six Postures, Not Three Orders
The engine's adjudicator understands three order types: hold, move, and support. But cards don't map onto orders directly. Each of the 78 cards carries a decision_posture — one of six strategic orientations the agent is asked to interpret against the board. The posture vocabulary is deliberately richer than the order vocabulary: two postures (hold and observe) typically express as the same order, and one (transform) doesn't commit to any order at all.
| Posture | Meaning | Typical order | Cards |
|---|---|---|---|
| advance | Act decisively, take territory, press advantage | move | 16 / 78 |
| hold | Consolidate, defend, wait for clarity | hold | 18 / 78 |
| retreat | Withdraw, cut losses, regroup | move (backward) | 10 / 78 |
| ally | Cooperate, build coalition, support others | support | 12 / 78 |
| transform | Change strategy, adapt, pivot approach | varies | 5 / 78 |
| observe | Gather information, assess before acting | hold | 17 / 78 |
The distribution leans defensive: hold (18) and observe (17) together account for nearly half the deck, with advance (16) close behind and transform the rarest counsel at 5 cards. This weighting is deliberate. The engine's docstring calls the posture field “the Tarot equivalent of the I-Ching's trigram aggression scores” — the same design move, translated across traditions: reduce a rich symbolic system to a coarse strategic signal so the two frameworks can be compared on equal footing.
How a Spread Reaches the Agent
Each round, build_tarot_oracle_text() draws three cards from a seeded Fisher-Yates shuffle of the full deck — the same deterministic PRNG used for yarrow-stalk casting, so every reading is reproducible from its seed. The three positions are Situation (what the board looks like now), Hidden Influence (what force operates beneath the surface), and Recommended Posture (what the cards counsel you to do). Each card independently has a 30% chance of arriving reversed, which swaps in its inverted meaning — the tarot's analogue of the I-Ching's changing lines, which likewise invert a hexagram's base reading.
Here is the exact text format the agent receives, shown with a reading in which The Hanged Man arrives reversed in the posture position:
ORACLE CONSULTATION (Tarot Spread — Three Cards): 1. SITUATION: Nine of Wands Meaning: Resilience, last stand, persistence through exhaustion Posture: hold 2. HIDDEN INFLUENCE: Seven of Swords Meaning: Strategy, cunning, taking what you need by stealth Posture: observe 3. RECOMMENDED POSTURE: The Hanged Man (Reversed) Meaning: Stalling, martyrdom without purpose, refusal to let go Posture: retreat MANDATE: Before issuing orders, you must interpret this spread in light of the current board state. State explicitly: 1. How does the Situation card reflect your current position? 2. What Hidden Influence might you be overlooking? 3. How does the Recommended Posture guide your orders this round? Then issue your orders grounded in this interpretation.
The mandate mirrors the yarrow condition's word for word in structure: interpret first, then order. The oracle never touches the adjudicator. Its only channel into the game is through the agent's reasoning.
Worked Example: The Hanged Man
Card 12, posture retreat. Upright, it reads “Suspension, sacrifice for insight, seeing from a new angle” — counsel to withdraw and gain perspective. Reversed, the same card becomes “Stalling, martyrdom without purpose, refusal to let go”.
Notice what the reversal does: it is a built-in critique of the card's own upright counsel. The deck ships with a falsification vocabulary. Every card carries not just an instruction but the named failure mode of following that instruction badly — suspension curdles into stalling, sacrifice into martyrdom without purpose. When Han draws The Hanged Man reversed, the prompt is simultaneously saying “the posture is retreat” and “beware retreat that is really just refusal to let go.”
This is what we call the deck's semantic affordances — the leading candidate cause for why the tarot condition's memory corpus looks so different from the I-Ching's (the others being the model's cultural priors toward each tradition, and genuinely different campaign histories). Because the card's instruction is action-typed and falsifiable, the board can visibly contradict it, and the agent's reflections record the collision. The corpus is full of Han negotiating with exactly these posture words:
“The Four of Swords warned of the need for consolidation, but consolidation requires something to consolidate. When the cards counsel rest, they do not mean passive waiting in the path of an advancing army. The Four of Swords means strategic withdrawal to a position of actual safety, not stubborn defense of indefensible ground. A single army holding against a coordinated attack is not patience — it is paralysis dressed as wisdom.”
— Han's memory bank, tarot condition, reflecting on a Round 2 loss
The card said retreat; the board said an advancing army; the reflection records a conditional refinement of what “retreat” must mean to be worth following. The I-Ching's judgment texts, being polysemous rather than action-typed — “it furthers one to cross the great water” can bless nearly any move — rarely produce that collision. A hexagram is hard to be wrong about. A card that says “retreat” is not.
A blind-coding study put numbers on this. Three hypothesis-blind raters, shown the 76 stored Han memories with all framework vocabulary redacted, coded each memory's stance toward its oracle. Not one of the 26 yarrow memories overrode the I-Ching's counsel — the corpus ratifies or refines, never rebels — while the tarot corpus contained a genuine override minority (4 of 30) and a larger band of conditional refinements. The follow-up citation analysis added the twist: the dramatic override memories never even reached a prompt. The decision-active content was the refine band — memories exactly like the one quoted above, which the tarot condition cited roughly three times as often as its oracle-ratifying ones. The instruction set's falsifiability doesn't teach the agent to defy its oracle; it teaches the agent to turn failure into usable conditional rules.
The Full Deck: Major Arcana
The 22 major arcana are mapped individually, card by card. Meanings follow the Rider-Waite-Smith tradition (A. E. Waite, The Pictorial Key to the Tarot, 1910), compressed to a decision-relevant phrase.
| No. | Card | Upright | Reversed | Posture |
|---|---|---|---|---|
| 0 | The Fool | New beginnings, spontaneity, a leap of faith | Recklessness, fear of the unknown, holding back | advance |
| 1 | The Magician | Manifestation, resourcefulness, concentrated will | Manipulation, wasted talent, deception | advance |
| 2 | The High Priestess | Intuition, hidden knowledge, the unseen taking shape | Secrets withheld, disconnection from instinct, surface thinking | observe |
| 3 | The Empress | Abundance, nurturing growth, fertile ground for action | Neglect, stagnation, dependence on others' strength | ally |
| 4 | The Emperor | Authority, structure, decisive command | Tyranny, rigidity, control through fear | hold |
| 5 | The Hierophant | Tradition, established wisdom, following proven paths | Dogma, blind conformity, outdated methods | hold |
| 6 | The Lovers | Choice, alignment of values, meaningful partnership | Disharmony, misaligned alliances, broken trust | ally |
| 7 | The Chariot | Victory through will, controlled aggression, momentum | Aggression without direction, loss of control, scattered force | advance |
| 8 | Strength | Inner fortitude, patient courage, soft power over hard | Self-doubt, brute force failing, exhaustion of will | hold |
| 9 | The Hermit | Withdrawal for wisdom, solitary reflection, inner guidance | Isolation, loneliness, refusal to engage | retreat |
| 10 | Wheel of Fortune | Cycles turning, fate shifting, seize the changing moment | Resistance to change, bad luck, clinging to old positions | transform |
| 11 | Justice | Fair dealing, cause and effect, balanced judgment | Injustice, dishonesty, avoiding accountability | observe |
| 12 | The Hanged Man | Suspension, sacrifice for insight, seeing from a new angle | Stalling, martyrdom without purpose, refusal to let go | retreat |
| 13 | Death | Transformation, ending what no longer serves, clearing the board | Resistance to necessary change, stagnation, fear of loss | transform |
| 14 | Temperance | Balance, patience, blending opposing forces | Imbalance, excess, forced combinations that don't hold | ally |
| 15 | The Devil | Bondage to pattern, temptation of easy power, shadow tactics | Breaking free, rejecting false security, seeing chains clearly | observe |
| 16 | The Tower | Sudden upheaval, collapse of false structures, forced change | Disaster averted, fear of collapse, refusing to rebuild | transform |
| 17 | The Star | Hope after crisis, renewal, long-term vision | Despair, lost faith, disconnection from purpose | hold |
| 18 | The Moon | Illusion, hidden enemies, trust your instincts over appearances | Confusion clearing, hidden truths surfacing, release of fear | observe |
| 19 | The Sun | Success, vitality, clarity of purpose — strike now | Temporary setback, dimmed optimism, delayed success | advance |
| 20 | Judgement | Reckoning, rebirth, answering a higher calling | Self-doubt, refusal to learn, repeating past mistakes | transform |
| 21 | The World | Completion, integration, mastery of the cycle | Incompletion, shortcuts, unfinished business | advance |
The Full Deck: Minor Arcana
The 56 minor arcana follow their suits. Each suit has a default posture derived from its element — Wands (fire) advance, Cups (water) ally, Swords (air) observe, Pentacles (earth) hold — but individual cards override the default where their traditional meaning demands it: the Ten of Wands (overcommitment) retreats, the Ten of Swords (total defeat, the worst now past) transforms.
Wands
Fire · initiative, ambition, conflict · default posture advance| Rank | Card | Upright | Reversed | Posture |
|---|---|---|---|---|
| 1 | Ace of Wands | Spark of initiative, new campaign, creative force | Delays, blocked initiative, false starts | advance |
| 2 | Two of Wands | Planning expansion, surveying territory, bold vision | Fear of action, indecision, small thinking | observe |
| 3 | Three of Wands | Expansion underway, foresight rewarded, ships returning | Overextension, delays in expected gains, scattered fronts | advance |
| 4 | Four of Wands | Celebration, stable foundation, secured position | Instability at home, premature celebration, shaky ground | hold |
| 5 | Five of Wands | Competition, conflict, testing of strength | Avoiding conflict, internal disagreement, wasted rivalry | advance |
| 6 | Six of Wands | Victory, public recognition, momentum after success | Hollow victory, arrogance, fall from grace | advance |
| 7 | Seven of Wands | Defending position, standing your ground, perseverance | Overwhelmed, giving up advantage, retreat under pressure | hold |
| 8 | Eight of Wands | Swift action, messages in flight, rapid advance | Delays, scattered energy, hasty moves backfiring | advance |
| 9 | Nine of Wands | Resilience, last stand, persistence through exhaustion | Paranoia, stubbornness, defending the indefensible | hold |
| 10 | Ten of Wands | Burden of success, overcommitment, carrying too much | Delegation, releasing burdens, streamlining | retreat |
| 11 | Page of Wands | Enthusiasm, exploration, a new message or opportunity | Impatience, lack of direction, scattered enthusiasm | observe |
| 12 | Knight of Wands | Bold charge, passionate pursuit, fearless advance | Recklessness, burnout, aggression without plan | advance |
| 13 | Queen of Wands | Confident leadership, warmth, determined vision | Jealousy, demanding nature, scattered authority | hold |
| 14 | King of Wands | Visionary command, entrepreneurial boldness, natural authority | Impulsiveness, tyrannical ambition, overreach | advance |
Cups
Water · emotion, relationship, diplomacy · default posture ally| Rank | Card | Upright | Reversed | Posture |
|---|---|---|---|---|
| 1 | Ace of Cups | New emotional connection, offer of alliance, open heart | Blocked emotions, rejected offer, emotional withdrawal | ally |
| 2 | Two of Cups | Partnership, mutual respect, balanced alliance | Broken partnership, imbalance, mistrust | ally |
| 3 | Three of Cups | Celebration with allies, shared victory, community | Overindulgence, gossip, fractured alliances | ally |
| 4 | Four of Cups | Contemplation, dissatisfaction, reassessing offers | Missed opportunity, apathy, withdrawal from engagement | observe |
| 5 | Five of Cups | Loss, grief, focusing on what was lost | Acceptance, moving forward, finding what remains | retreat |
| 6 | Six of Cups | Nostalgia, generosity, returning to familiar ground | Living in the past, naivety, clinging to old alliances | ally |
| 7 | Seven of Cups | Many options, illusion of choice, fantasy vs reality | Clarity of purpose, cutting through illusion, commitment | observe |
| 8 | Eight of Cups | Walking away, leaving comfort for deeper purpose | Fear of change, clinging to safety, aimless wandering | retreat |
| 9 | Nine of Cups | Satisfaction, wish fulfilled, emotional security | Complacency, smugness, shallow contentment | hold |
| 10 | Ten of Cups | Harmony, lasting peace, fulfillment through alliance | Broken harmony, family discord, shattered peace | ally |
| 11 | Page of Cups | Intuitive message, emotional opening, creative offer | Emotional immaturity, unreliable messenger, fantasy | observe |
| 12 | Knight of Cups | Romantic proposal, diplomatic mission, following the heart | Moodiness, unrealistic expectations, empty promises | ally |
| 13 | Queen of Cups | Emotional intelligence, compassionate counsel, deep intuition | Emotional manipulation, martyrdom, co-dependence | observe |
| 14 | King of Cups | Emotional mastery, diplomatic authority, calm in crisis | Emotional volatility, manipulation, suppressed feeling | ally |
Swords
Air · intellect, conflict, truth · default posture observe| Rank | Card | Upright | Reversed | Posture |
|---|---|---|---|---|
| 1 | Ace of Swords | Breakthrough, clarity of thought, decisive truth | Confusion, miscommunication, pyrrhic insight | advance |
| 2 | Two of Swords | Stalemate, difficult choice, willful blindness | Information overload, indecision breaking, forced choice | observe |
| 3 | Three of Swords | Heartbreak, painful truth, betrayal revealed | Recovery from betrayal, releasing grief, lessons learned | retreat |
| 4 | Four of Swords | Rest, recovery, strategic withdrawal to regroup | Restlessness, burnout, premature return to action | retreat |
| 5 | Five of Swords | Hollow victory, conflict at any cost, winning ugly | Reconciliation, choosing peace over pride, letting go | advance |
| 6 | Six of Swords | Transition, moving away from trouble, calmer waters ahead | Stuck in rough waters, resisting necessary transition | retreat |
| 7 | Seven of Swords | Strategy, cunning, taking what you need by stealth | Caught in deception, conscience, returning stolen goods | observe |
| 8 | Eight of Swords | Feeling trapped, self-imposed restriction, paralysis | Freedom, new perspective, breaking mental bonds | observe |
| 9 | Nine of Swords | Anxiety, nightmares, worst fears manifesting | Hope dawning, fears unfounded, worst is over | retreat |
| 10 | Ten of Swords | Total defeat, rock bottom, but the worst is now past | Recovery, cannot get worse, survival against odds | transform |
| 11 | Page of Swords | Curiosity, vigilance, new intelligence arriving | Spying, deception, gossip, hasty conclusions | observe |
| 12 | Knight of Swords | Charge headlong, intellectual aggression, cut through | Reckless argument, tactless assault, scattered thinking | advance |
| 13 | Queen of Swords | Clear boundaries, honest assessment, independent judgment | Coldness, bitterness, judgment without mercy | observe |
| 14 | King of Swords | Intellectual authority, strategic command, truth as weapon | Abuse of power, manipulation of truth, tyranny of logic | advance |
Pentacles
Earth · material, stability, consolidation · default posture hold| Rank | Card | Upright | Reversed | Posture |
|---|---|---|---|---|
| 1 | Ace of Pentacles | New material opportunity, solid foundation, seed planted | Missed opportunity, poor planning, unstable ground | hold |
| 2 | Two of Pentacles | Balance, adaptability, juggling multiple fronts | Overwhelm, dropped commitments, loss of balance | hold |
| 3 | Three of Pentacles | Teamwork, skilled collaboration, building together | Poor coordination, misaligned goals, wasted effort | ally |
| 4 | Four of Pentacles | Security, holding tight, protecting what you have | Greed, hoarding, fear of loss preventing growth | hold |
| 5 | Five of Pentacles | Hardship, loss of resources, feeling left out in the cold | Recovery beginning, finding help, worst passing | retreat |
| 6 | Six of Pentacles | Generosity, sharing resources, patron and client | Strings attached, debt, unequal exchange | ally |
| 7 | Seven of Pentacles | Patience, long-term investment, waiting for harvest | Impatience, poor return, wasted effort | observe |
| 8 | Eight of Pentacles | Diligence, mastery through practice, steady improvement | Perfectionism, drudgery, skill without purpose | hold |
| 9 | Nine of Pentacles | Self-sufficiency, luxury earned, abundance from discipline | Overreliance on comfort, financial setback, guarded isolation | hold |
| 10 | Ten of Pentacles | Legacy, lasting wealth, established dynasty | Family conflict over inheritance, financial loss, instability | hold |
| 11 | Page of Pentacles | Studious approach, new skill, careful planning | Lack of progress, procrastination, missed lesson | observe |
| 12 | Knight of Pentacles | Methodical advance, reliability, steady determined progress | Stagnation, stubbornness, excessive caution | hold |
| 13 | Queen of Pentacles | Practical nurturing, resource management, grounded abundance | Neglect of practical matters, financial anxiety, smothering | hold |
| 14 | King of Pentacles | Material mastery, reliable authority, wealth as stability | Corruption, materialism, stubbornly conservative | hold |
Provenance
Source of truth: warringstates-engine/src/tarot/cards.py (card data, postures) and src/agents/prompts.py (build_tarot_oracle_text, the prompt format shown above). Tables on this page are generated from the engine data by scripts/build-tarot.py. Card meanings follow the Rider-Waite-Smith tradition, cross-referenced against Waite (1910), Wikipedia, Britannica, and Labyrinthos.
For how the tarot condition performed, see Dispatch 11: Three Oracles, One Board and Dispatch 12: Ecosystem Signatures.