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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

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# 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)](https://doi.org/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.