DISCOVERY VALIDATION GATE

TheoB should validate discovery before turning it into truth.

A gate for hypothesis readiness, tests, risk, safeguards, human review, replication awareness, claims safety, and reality verification.

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Universal Time Scroll

Every TheoB pathway can move through Past, Present, and Future without losing context.

Present

Read current signals, conditions, and live context.

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SYSTEM STATE
StableFounder ControlledHuman Reviewed
DISCOVERY REVIEW

Discovery is not proven because it feels exciting.

Discovery Validation Gate checks whether a hypothesis has a testable question, method, risk, safeguard, and review path before it becomes memory, claims, products, ceremonies, strategy, or public guidance.

Review Required · Wellbeing + Ceremony
Cacao Ceremony Support Hypothesis86% discovery readiness

Careful language, consent, facilitator boundaries, and claims safety review.

Hypothesis DefinedCacao Ceremony Support Hypothesis
Domain DefinedWellbeing + Ceremony
Question DefinedCan guided cacao ceremony support reflection, emotional openness, and community connection?
Test DefinedCompare participant reflections, consent-based feedback, setting, dosage context, and facilitator method.
Risk DefinedOverclaiming healing outcomes or ignoring individual differences.
Safeguard DefinedCareful language, consent, facilitator boundaries, and claims safety review.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Beauty + Personal Care
Cacao Beauty Formulation Hypothesis86% discovery readiness

Legal compliance, ingredient review, cosmetic claims safety, and documented testing.

Hypothesis DefinedCacao Beauty Formulation Hypothesis
Domain DefinedBeauty + Personal Care
Question DefinedCan cacao-derived ingredients improve sensory experience, conditioning feel, or perceived nourishment in hair/body products?
Test DefinedPrototype formulas, ingredient stability, sensory panels, safety review, and consumer feedback.
Risk DefinedUnsupported skin/hair claims or regulatory exposure.
Safeguard DefinedLegal compliance, ingredient review, cosmetic claims safety, and documented testing.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Sustainability + Materials
Cacao Husk Material Hypothesis86% discovery readiness

Evidence quality, lifecycle analysis, and sustainability claims review.

Hypothesis DefinedCacao Husk Material Hypothesis
Domain DefinedSustainability + Materials
Question DefinedCan cacao husk or byproducts support packaging, composites, textiles, or building-material experiments?
Test DefinedMaterial trials, durability, biodegradability, cost, sourcing, and lifecycle review.
Risk DefinedGreenwashing or weak performance assumptions.
Safeguard DefinedEvidence quality, lifecycle analysis, and sustainability claims review.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Cacao Agriculture + Community
Producer Visibility Hypothesis86% discovery readiness

Consent, attribution, fair value return, and cultural stewardship review.

Hypothesis DefinedProducer Visibility Hypothesis
Domain DefinedCacao Agriculture + Community
Question DefinedCan transparent producer stories improve trust, fair exchange, and customer education?
Test DefinedTrack engagement, sales lift, producer consent, attribution, and customer learning.
Risk DefinedExtraction of producer identity or shallow storytelling.
Safeguard DefinedConsent, attribution, fair value return, and cultural stewardship review.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Planetary + Agriculture
Climate Signal Hypothesis86% discovery readiness

Reality verification, uncertainty bands, and scenario validation.

Hypothesis DefinedClimate Signal Hypothesis
Domain DefinedPlanetary + Agriculture
Question DefinedCan weather and climate signals help forecast cacao sourcing risk earlier?
Test DefinedCompare regional weather, crop reports, supplier updates, and historical yield signals.
Risk DefinedFalse precision or unsupported forecasting.
Safeguard DefinedReality verification, uncertainty bands, and scenario validation.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Operations + Autonomy
Workflow Cost Control Hypothesis86% discovery readiness

Usage meter, review thresholds, and mission-value scoring.

Hypothesis DefinedWorkflow Cost Control Hypothesis
Domain DefinedOperations + Autonomy
Question DefinedCan economic pressure gates reduce runaway autonomous workflow cost?
Test DefinedMeasure workflow spend before/after stop conditions, budget classes, and approval gates.
Risk DefinedOver-throttling useful work or missing hidden costs.
Safeguard DefinedUsage meter, review thresholds, and mission-value scoring.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Governance + Public Trust
Trust Through Transparency Hypothesis86% discovery readiness

Progressive disclosure, clear summaries, and observatory design.

Hypothesis DefinedTrust Through Transparency Hypothesis
Domain DefinedGovernance + Public Trust
Question DefinedCan source trails, contradiction handling, and verification gates increase user trust?
Test DefinedMeasure user engagement, correction acceptance, trust feedback, and repeated use.
Risk DefinedToo much complexity overwhelming users.
Safeguard DefinedProgressive disclosure, clear summaries, and observatory design.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
Review Required · Civilization Simulation
Simulation Preparedness Hypothesis86% discovery readiness

Assumption labels, uncertainty, and human review.

Hypothesis DefinedSimulation Preparedness Hypothesis
Domain DefinedCivilization Simulation
Question DefinedCan scenario rehearsal improve readiness for supply shocks, legal conflict, public trust events, and provider outages?
Test DefinedRun simulations, record decisions, compare recovery speed, and update playbooks.
Risk DefinedTreating simulations as predictions.
Safeguard DefinedAssumption labels, uncertainty, and human review.
Human Reviewrequired before claims, product adoption, legal use, or public guidance
VALIDATION RULES

Every discovery path must begin with a testable hypothesis.

A hypothesis needs question, test method, risk, safeguard, and review path.

Health, wellness, ceremony, beauty, legal, and sustainability findings require stricter review.

Failed tests should create learning memory, not disappear.

Validated discoveries require evidence, replication awareness, reality verification, and claims safety before public use.

Discovery should expand truth, not decorate desire.

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