Research Appendix · Phase 2

The Tarot Instruction Set

七十八張牌,六種姿態

Every card the oracle can deal, and the strategic instruction each one carries into the simulation. Seventy-eight cards, six decision postures, one weak state trying to reconcile the counsel with the board.

By Augustin Chan with AI · 2026-07-10

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.

PostureMeaningTypical orderCards
advanceAct decisively, take territory, press advantagemove16 / 78
holdConsolidate, defend, wait for clarityhold18 / 78
retreatWithdraw, cut losses, regroupmove (backward)10 / 78
allyCooperate, build coalition, support otherssupport12 / 78
transformChange strategy, adapt, pivot approachvaries5 / 78
observeGather information, assess before actinghold17 / 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.CardUprightReversedPosture
0The FoolNew beginnings, spontaneity, a leap of faithRecklessness, fear of the unknown, holding backadvance
1The MagicianManifestation, resourcefulness, concentrated willManipulation, wasted talent, deceptionadvance
2The High PriestessIntuition, hidden knowledge, the unseen taking shapeSecrets withheld, disconnection from instinct, surface thinkingobserve
3The EmpressAbundance, nurturing growth, fertile ground for actionNeglect, stagnation, dependence on others' strengthally
4The EmperorAuthority, structure, decisive commandTyranny, rigidity, control through fearhold
5The HierophantTradition, established wisdom, following proven pathsDogma, blind conformity, outdated methodshold
6The LoversChoice, alignment of values, meaningful partnershipDisharmony, misaligned alliances, broken trustally
7The ChariotVictory through will, controlled aggression, momentumAggression without direction, loss of control, scattered forceadvance
8StrengthInner fortitude, patient courage, soft power over hardSelf-doubt, brute force failing, exhaustion of willhold
9The HermitWithdrawal for wisdom, solitary reflection, inner guidanceIsolation, loneliness, refusal to engageretreat
10Wheel of FortuneCycles turning, fate shifting, seize the changing momentResistance to change, bad luck, clinging to old positionstransform
11JusticeFair dealing, cause and effect, balanced judgmentInjustice, dishonesty, avoiding accountabilityobserve
12The Hanged ManSuspension, sacrifice for insight, seeing from a new angleStalling, martyrdom without purpose, refusal to let goretreat
13DeathTransformation, ending what no longer serves, clearing the boardResistance to necessary change, stagnation, fear of losstransform
14TemperanceBalance, patience, blending opposing forcesImbalance, excess, forced combinations that don't holdally
15The DevilBondage to pattern, temptation of easy power, shadow tacticsBreaking free, rejecting false security, seeing chains clearlyobserve
16The TowerSudden upheaval, collapse of false structures, forced changeDisaster averted, fear of collapse, refusing to rebuildtransform
17The StarHope after crisis, renewal, long-term visionDespair, lost faith, disconnection from purposehold
18The MoonIllusion, hidden enemies, trust your instincts over appearancesConfusion clearing, hidden truths surfacing, release of fearobserve
19The SunSuccess, vitality, clarity of purpose — strike nowTemporary setback, dimmed optimism, delayed successadvance
20JudgementReckoning, rebirth, answering a higher callingSelf-doubt, refusal to learn, repeating past mistakestransform
21The WorldCompletion, integration, mastery of the cycleIncompletion, shortcuts, unfinished businessadvance

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
RankCardUprightReversedPosture
1Ace of WandsSpark of initiative, new campaign, creative forceDelays, blocked initiative, false startsadvance
2Two of WandsPlanning expansion, surveying territory, bold visionFear of action, indecision, small thinkingobserve
3Three of WandsExpansion underway, foresight rewarded, ships returningOverextension, delays in expected gains, scattered frontsadvance
4Four of WandsCelebration, stable foundation, secured positionInstability at home, premature celebration, shaky groundhold
5Five of WandsCompetition, conflict, testing of strengthAvoiding conflict, internal disagreement, wasted rivalryadvance
6Six of WandsVictory, public recognition, momentum after successHollow victory, arrogance, fall from graceadvance
7Seven of WandsDefending position, standing your ground, perseveranceOverwhelmed, giving up advantage, retreat under pressurehold
8Eight of WandsSwift action, messages in flight, rapid advanceDelays, scattered energy, hasty moves backfiringadvance
9Nine of WandsResilience, last stand, persistence through exhaustionParanoia, stubbornness, defending the indefensiblehold
10Ten of WandsBurden of success, overcommitment, carrying too muchDelegation, releasing burdens, streamliningretreat
11Page of WandsEnthusiasm, exploration, a new message or opportunityImpatience, lack of direction, scattered enthusiasmobserve
12Knight of WandsBold charge, passionate pursuit, fearless advanceRecklessness, burnout, aggression without planadvance
13Queen of WandsConfident leadership, warmth, determined visionJealousy, demanding nature, scattered authorityhold
14King of WandsVisionary command, entrepreneurial boldness, natural authorityImpulsiveness, tyrannical ambition, overreachadvance

Cups

Water · emotion, relationship, diplomacy · default posture ally
RankCardUprightReversedPosture
1Ace of CupsNew emotional connection, offer of alliance, open heartBlocked emotions, rejected offer, emotional withdrawalally
2Two of CupsPartnership, mutual respect, balanced allianceBroken partnership, imbalance, mistrustally
3Three of CupsCelebration with allies, shared victory, communityOverindulgence, gossip, fractured alliancesally
4Four of CupsContemplation, dissatisfaction, reassessing offersMissed opportunity, apathy, withdrawal from engagementobserve
5Five of CupsLoss, grief, focusing on what was lostAcceptance, moving forward, finding what remainsretreat
6Six of CupsNostalgia, generosity, returning to familiar groundLiving in the past, naivety, clinging to old alliancesally
7Seven of CupsMany options, illusion of choice, fantasy vs realityClarity of purpose, cutting through illusion, commitmentobserve
8Eight of CupsWalking away, leaving comfort for deeper purposeFear of change, clinging to safety, aimless wanderingretreat
9Nine of CupsSatisfaction, wish fulfilled, emotional securityComplacency, smugness, shallow contentmenthold
10Ten of CupsHarmony, lasting peace, fulfillment through allianceBroken harmony, family discord, shattered peaceally
11Page of CupsIntuitive message, emotional opening, creative offerEmotional immaturity, unreliable messenger, fantasyobserve
12Knight of CupsRomantic proposal, diplomatic mission, following the heartMoodiness, unrealistic expectations, empty promisesally
13Queen of CupsEmotional intelligence, compassionate counsel, deep intuitionEmotional manipulation, martyrdom, co-dependenceobserve
14King of CupsEmotional mastery, diplomatic authority, calm in crisisEmotional volatility, manipulation, suppressed feelingally

Swords

Air · intellect, conflict, truth · default posture observe
RankCardUprightReversedPosture
1Ace of SwordsBreakthrough, clarity of thought, decisive truthConfusion, miscommunication, pyrrhic insightadvance
2Two of SwordsStalemate, difficult choice, willful blindnessInformation overload, indecision breaking, forced choiceobserve
3Three of SwordsHeartbreak, painful truth, betrayal revealedRecovery from betrayal, releasing grief, lessons learnedretreat
4Four of SwordsRest, recovery, strategic withdrawal to regroupRestlessness, burnout, premature return to actionretreat
5Five of SwordsHollow victory, conflict at any cost, winning uglyReconciliation, choosing peace over pride, letting goadvance
6Six of SwordsTransition, moving away from trouble, calmer waters aheadStuck in rough waters, resisting necessary transitionretreat
7Seven of SwordsStrategy, cunning, taking what you need by stealthCaught in deception, conscience, returning stolen goodsobserve
8Eight of SwordsFeeling trapped, self-imposed restriction, paralysisFreedom, new perspective, breaking mental bondsobserve
9Nine of SwordsAnxiety, nightmares, worst fears manifestingHope dawning, fears unfounded, worst is overretreat
10Ten of SwordsTotal defeat, rock bottom, but the worst is now pastRecovery, cannot get worse, survival against oddstransform
11Page of SwordsCuriosity, vigilance, new intelligence arrivingSpying, deception, gossip, hasty conclusionsobserve
12Knight of SwordsCharge headlong, intellectual aggression, cut throughReckless argument, tactless assault, scattered thinkingadvance
13Queen of SwordsClear boundaries, honest assessment, independent judgmentColdness, bitterness, judgment without mercyobserve
14King of SwordsIntellectual authority, strategic command, truth as weaponAbuse of power, manipulation of truth, tyranny of logicadvance

Pentacles

Earth · material, stability, consolidation · default posture hold
RankCardUprightReversedPosture
1Ace of PentaclesNew material opportunity, solid foundation, seed plantedMissed opportunity, poor planning, unstable groundhold
2Two of PentaclesBalance, adaptability, juggling multiple frontsOverwhelm, dropped commitments, loss of balancehold
3Three of PentaclesTeamwork, skilled collaboration, building togetherPoor coordination, misaligned goals, wasted effortally
4Four of PentaclesSecurity, holding tight, protecting what you haveGreed, hoarding, fear of loss preventing growthhold
5Five of PentaclesHardship, loss of resources, feeling left out in the coldRecovery beginning, finding help, worst passingretreat
6Six of PentaclesGenerosity, sharing resources, patron and clientStrings attached, debt, unequal exchangeally
7Seven of PentaclesPatience, long-term investment, waiting for harvestImpatience, poor return, wasted effortobserve
8Eight of PentaclesDiligence, mastery through practice, steady improvementPerfectionism, drudgery, skill without purposehold
9Nine of PentaclesSelf-sufficiency, luxury earned, abundance from disciplineOverreliance on comfort, financial setback, guarded isolationhold
10Ten of PentaclesLegacy, lasting wealth, established dynastyFamily conflict over inheritance, financial loss, instabilityhold
11Page of PentaclesStudious approach, new skill, careful planningLack of progress, procrastination, missed lessonobserve
12Knight of PentaclesMethodical advance, reliability, steady determined progressStagnation, stubbornness, excessive cautionhold
13Queen of PentaclesPractical nurturing, resource management, grounded abundanceNeglect of practical matters, financial anxiety, smotheringhold
14King of PentaclesMaterial mastery, reliable authority, wealth as stabilityCorruption, materialism, stubbornly conservativehold

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.