Files
claude-scientific-skills/scientific-skills/dhdna-profiler/references/advanced-profiling.md
ashrafkahoush-ux 6e29728849 feat: add cognitive science skills — consciousness-council, dhdna-profiler, what-if-oracle
Three research-backed cognitive science skills:

- consciousness-council: 12-archetype Mind Council deliberation for structured multi-perspective analysis
- dhdna-profiler: cognitive fingerprinting across 12 dimensions (DOI: 10.5281/zenodo.18736629)
- what-if-oracle: multi-branch scenario analysis with probability weighting (DOI: 10.5281/zenodo.18736841)

Each includes reference documentation. All MIT licensed.
Source: https://github.com/ashrafkahoush-ux/Claude-consciousness-skills
2026-03-02 17:16:09 +02:00

3.1 KiB

DHDNA Profiler — Advanced Reference

Domain-Specific Profiling Presets

Academic Writing

Focus dimensions: Analytical Depth (1), Linguistic Precision (4), Domain Expertise (9), Metacognition (12) Look for: Citation patterns, argument structure, hedging language, methodological rigor Typical topology: Linear or Dialectic

Creative Writing

Focus dimensions: Creative Range (2), Emotional Processing (3), Linguistic Precision (4), Intuitive Reasoning (10) Look for: Metaphor density, narrative structure, emotional arc, sensory language Typical topology: Spiral or Web

Business / Executive Communication

Focus dimensions: Strategic Thinking (6), Social Intelligence (8), Temporal Orientation (11), Analytical Depth (1) Look for: Decision framing, stakeholder awareness, time-horizon language, competitive positioning Typical topology: Linear or Fractal

Technical Documentation

Focus dimensions: Analytical Depth (1), Domain Expertise (9), Linguistic Precision (4), Metacognition (12) Look for: Precision vs. ambiguity ratio, abstraction levels, error acknowledgment Typical topology: Linear

Personal Journaling / Reflection

Focus dimensions: Emotional Processing (3), Metacognition (12), Memory Integration (7), Temporal Orientation (11) Look for: Self-awareness language, temporal references, emotional vocabulary range, growth signals Typical topology: Spiral

Cognitive Entropy Score

A meta-metric derived from the 12 dimension scores:

Cognitive Entropy = Standard Deviation of all 12 scores

  • Low entropy (SD < 1.5): Balanced thinker — no extreme spikes or valleys. May lack distinctiveness.
  • Medium entropy (SD 1.5-3.0): Characteristic thinker — clear strengths and shadows. Most people fall here.
  • High entropy (SD > 3.0): Extreme specialist — profound strengths paired with significant blind spots. Often the most innovative and most vulnerable.

The 4D-DHDNA Extension

For longitudinal analysis (profiling the same person over time), add the temporal dimension:

String 4: The Temporal Attractor

  • How has this person's cognitive profile shifted over the analyzed time period?
  • Which dimensions are growing? Which are shrinking?
  • What future cognitive state is the current trajectory pointing toward?

This is based on the 4D-DHDNA theory: the future doesn't just happen — it exerts pull on the present. A person's cognitive evolution has a direction, and that direction IS part of their identity.

Reference: IDNA Consolidation v2, Section 3: 4D-DHDNA (DOI: 10.5281/zenodo.18807387)

Notation System

For quick reference in notes or comparisons:

DHDNA Signature: [A9 C7 E3 L8 Et5 S8 M4 So6 D9 I3 T7 Mc8]

Where:
A = Analytical, C = Creative, E = Emotional, L = Linguistic
Et = Ethical, S = Strategic, M = Memory, So = Social
D = Domain, I = Intuitive, T = Temporal, Mc = Metacognitive

Example: [A9 C4 E2 L7 Et3 S9 D8 I3 T8 Mc6] = highly analytical-strategic mind with deep domain expertise and strong temporal awareness, but low emotional processing and intuitive reasoning. Likely an engineer or systems architect.