Pattern literacy is a serious framework offered under active empirical scrutiny — not a settled science. This page names the claims, names what we are not claiming, describes the research in progress, and offers concrete ways for scholars to engage.
Six wisdom traditions — Ifá, Kabbalah, the I Ching, scripture, Buddhism, Hermetic philosophy — developed largely without contact and yet substantially agree on the structural shape of human transformation. The framework's claim is that this convergence is evidence that the structure is recognized, not invented.
The 12-phase spine derives from the astronomical / zodiacal tradition (twelve lunar cycles per solar year). The 4 micro-states (Initiation → Expansion → Contraction → Integration) are the framework's specific structural contribution — not present as a discrete claim in any single tradition, but consistent with the qualitative distinctions each tradition draws.
A recurring pattern is a curriculum being presented, not a pathology to be eliminated. This is a falsifiable hypothesis: if pattern literacy interventions consistently produce different outcomes than pathology-oriented interventions on the same recurrence, the claim gets support. If not, it doesn't.
These are not caveats. They are constitutive of what the framework is. A researcher considering the work should be able to know precisely where the boundaries are.
We do not claim that all six traditions taught the same thing. They differ profoundly on metaphysics, cosmology, and soteriology. The convergence is on structural pattern, not doctrine.
We do not claim the framework replaces psychotherapy, clinical care, or evidence-based interventions. It is a diagnostic and orienting framework, not a treatment protocol.
We do not claim the astrological labels (Aries, Taurus, etc.) confer causal power from celestial bodies. They function as borrowed vocabulary for the 12 phase-qualities, not as personality types or predictive signs.
We do not claim to have completed the validation work. Longitudinal outcomes research is in progress with a small first cohort. Cross-cultural validity work is being sought. The framework is treated as a serious hypothesis under active empirical scrutiny — not as a settled science.
The framework is treated as a hypothesis under active scrutiny. These are the three questions currently being tested — with methodological honesty about design limits at this stage.
Do pattern literacy interventions reduce pattern recurrence at six-month follow-up?
Data collection underway with the first practitioner cohort and their clients. Baseline captures the frequency and character of a recurring pattern the client names on intake; six-month follow-up captures the same. Design is quasi-experimental (no random assignment in the first wave), so this is descriptive rather than causal. A controlled study follows if the descriptive data supports proceeding.
Do the 12-phase pattern qualities manifest consistently across cultures?
The convergence claim is empirically vulnerable to a cross-cultural counter-example. If the phase qualities that six wisdom traditions describe do not reproduce in cultures with different narrative structures, the convergence claim weakens substantially. Seeking research partnerships with universities in West Africa, East Asia, and continental Europe to run culturally-situated pattern recognition studies.
Do practitioner-guided pattern readings produce different outcomes than self-directed framework use?
Design phase. The hypothesis is that framework knowledge alone is insufficient — that the practitioner's read of phase-in-the-room is where efficacy lives. This study compares self-directed cohorts (book + app only) to practitioner-guided cohorts on the same outcome measures. Powered to detect a medium effect size. Planning begins after the longitudinal study reaches interim analysis.
The reasoning behind the framework, in long form. Selected for the scholarly audience. The full essay library is at /research.
Co-designed studies, shared IRB submissions, joint publication. Best for university faculty, research institutes, and think tanks with a specific empirical question about the framework or its outcomes. Includes access to anonymized cohort data and practitioner interviews under partnership terms.
For PhD students, postdocs, and independent scholars working on adjacent questions (transformation psychology, wisdom-traditions comparative work, decision-making under uncertainty). Access to framework materials, ability to cite and reproduce the 48-state schema, and correspondence with the founding team where useful for a thesis or paper.
For scholars who want to review, critique, or cite the framework in their own published work. Full access to methodological documentation, the derivation of the 48-state schema, and the epistemological posture toward the wisdom traditions. Critique from qualified reviewers is welcomed; disagreement in print is welcomed.
We reply personally to every inquiry. If you’re working on something adjacent — a study, a review, a curriculum — we want to know.
We reply within one week. Personal reply, not automated.