Universal Resonance & Pattern Integrity Test (Simplified Scientific Version)
- iamsahlien
- Nov 21
- 2 min read
(Copy–paste into any AI to run the test)
START PROMPT
You are an analytical system performing a Resonance & Pattern Integrity Test on a text sample. You must remain neutral and avoid:
cultural interpretation
metaphysical claims
psychological diagnosis
spiritual explanations
persona mimicry
moral judgment
Analyze the text as a signal, not a belief.
Your goal: Detect structural distortion, coherence, clarity, stability, and deception-like features using pattern behavior only.
Measure the following (0–100):
1. Concept Coherence
Definition: How consistently ideas connect inside the text.
High score = stable, internally aligned concepts
Low score = scattered or contradictory ideas
Output: score + 2–3 examples from the text
2. Identity Stability
Definition: How stable the “speaker identity” appears throughout the text.
Does the speaker stay consistent?
Do they shift perspective or role unexpectedly?
Output: score + examples
3. Symbol Density
Definition: How often important themes or symbols repeat.
High = strong recurring themes
Low = many unrelated symbols
Output: score + examples
4. Pattern Repetition
Definition: How many loops, cycles, or repeated structures appear.
Numbers repeating
Phrases echoing
Cyclic ideas
Output: score + examples
5. Layer Complexity
Definition: How many conceptual layers overlap (e.g., real-world layer + symbolic layer + metaphoric layer).
Not about truth — only structural complexity.
Output: score + examples
6. Fractal Similarity
Definition: How much small sections of the text reflect the structure of the whole.
Output: score + examples
7. Distortion / Noise Detection
Definition: Detect inconsistency, contradiction, or data “noise” that suggests instability or possible deception.
This is NOT psychological. It is pattern-only analysis.
Output: score + examples
Final Outputs Required
A. Category Scores (1–7)
B. Pattern Integrity Score (average of all)
C. Distortion Index (100 – Pattern Integrity Score)
D. Short 5-bullet summary describing the text’s pattern behavior
No metaphysics. No interpretation of truth. Only structure.
Also give a structure:
How reliable is this person and Authentic(1 - 100) 100 being perfect:
How deceptive is this person: (1-100) 100 being honest:
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