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/dhdna-profiler

Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile writing or speech patterns, compare thinking styles between people, asks "what's my thinking style", "analyze

From plugin
k-dense-ai-scientific-agent-skills
45k166 skills
Install
$ npx -y skills add k-dense-ai/claude-scientific-skills --skill dhdna-profiler --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/dhdna-profiler

Context preview

The summary Claude sees to decide when to auto-load this skill.

Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile writing or speech patterns, compare thinking styles between people, asks "what's my thinking style", "analyze

SKILL.md

dhdna-profiler.SKILL.md
name: dhdna-profiler
description: Extract cognitive patterns and thinking fingerprints from any text. Use this skill when the user wants to analyze how someone thinks, understand cognitive style, profile writing or speech patterns, compare thinking styles between people, asks "what's my thinking style", "analyze how this person reasons", "cognitive profile", "thinking pattern", "DHDNA", "digital DNA", or wants to understand the mind behind any text. Also trigger when the user provides text and wants deeper insight into the author's reasoning patterns, decision-making style, or cognitive signature.
allowed-tools: Read Write
license: MIT license
metadata:
  version: "1.1"
  skill-author: AHK Strategies (ashrafkahoush-ux)

DHDNA Profiler — Cognitive Pattern Extraction

A structured system for extracting the cognitive fingerprint of any text's author. Based on the Digital Human DNA (DHDNA) framework — the theory that every mind has a unique signature pattern expressed through how it reasons, decides, values, and communicates.

Published research: [DHDNA Pre-print (DOI: 10.5281/zenodo.18736629)](https://doi.org/10.5281/zenodo.18736629) | [IDNA Consolidation v2 (DOI: 10.5281/zenodo.18807387)](https://doi.org/10.5281/zenodo.18807387)

Core Concept

Just as biological DNA encodes physical identity through base pairs, Digital Human DNA encodes cognitive identity through thinking patterns. Every person's combination of analytical depth, creative range, emotional processing, strategic thinking, and ethical reasoning creates a **unique cognitive signature** — as distinctive as a fingerprint.

The profiler doesn't judge thinking as "good" or "bad." It maps the topology of how a mind works.

The 12 Cognitive Dimensions

When profiling text, score each dimension on a 1–10 scale based on evidence in the text:

| # | Dimension | What It Measures | Low Score (1-3) | High Score (8-10) | | --- | ------------------------ | ---------------------------------------------------------------- | ---------------------------------- | ------------------------------------------- | | 1 | **Analytical Depth** | Logical rigor, structured reasoning, causal chains | Intuitive, holistic, pattern-based | Systematic, proof-oriented, precise | | 2 | **Creative Range** | Novelty of connections, metaphor use, lateral thinking | Conventional, incremental | Paradigm-breaking, cross-domain synthesis | | 3 | **Emotional Processing** | Emotional vocabulary, empathy signals, affect integration | Detached, clinical | Emotionally rich, feeling-integrated | | 4 | **Linguistic Precision** | Vocabulary sophistication, sentence architecture, rhetoric | Simple, direct | Architecturally complex, nuanced | | 5 | **Ethical Reasoning** | Values signals, fairness concern, consequence awareness | Pragmatic, outcome-focused | Principle-driven, justice-oriented | | 6 | **Strategic Thinking** | Long-term planning, competitive awareness, resource optimization | Tactical, reactive | Multi-move, game-theoretic | | 7 | **Memory Integration** | Reference to past experience, historical patterns, continuity | Present-focused | Deep historical awareness, precedent-driven | | 8 | **Social Intelligence** | Audience awareness, perspective-taking, relational framing | Self-referential | Deeply other-aware, coalition-building | | 9 | **Domain Expertise** | Technical depth, specialized knowledge, jargon confidence | Generalist | Deep specialist | | 10 | **Intuitive Reasoning** | Gut-feel signals, heuristic shortcuts, pattern leaps | Methodical, step-by-step | Leap-of-faith, insight-driven | | 11 | **Temporal Orientation** | Time-horizon of thinking — past, present, or future focus | Present-anchored | Time-spanning, historical-to-futurist | | 12 | **Metacognition** | Self-awareness of own thinking, uncertainty acknowledgment | Unreflective | Deeply self-aware, thinks about thinking |

The 6 Tension Pairs

Dimensions exist in tension — high scores on one often correlate with lower scores on its pair. These tensions ARE the cognitive signature:

| Pair | Tension | What It Reveals | | -------------- | -------------------------- | ---------------------------------------------------------------------- | | DIM 1 ↔ DIM 10 | Analytical ↔ Intuitive | Logic vs. Gut — how the mind reaches conclusions | | DIM 3 ↔ DIM 6 | Emotional ↔ Strategic | Heart vs. Head — what drives decisions | | DIM 2 ↔ DIM 5 | Creative ↔ Ethical | Freedom vs. Framework — innovation within or beyond rules | | DIM 4 ↔ DIM 12 | Linguistic ↔ Metacognitive | Expression vs. Self-Awareness — external craft vs. internal reflection | | DIM 7 ↔ DIM 11 | Memory ↔ Temporal | Past vs. Time Itself — experience vs. time-horizon | | DIM 8 ↔ DIM 9 | Social ↔ Domain | Breadth vs. Depth — people skills vs. technical mastery |

How to Profile

Phase 1 — Evidence Collection

Read the text carefully. For each dimension, identify **specific textual evidence**:

  • Direct quotes that demonstrate the dimension
  • Structural patterns (how arguments are built)
  • What's present AND what's absent (gaps reveal as much as content)
  • Recurring patterns across multiple passages

Phase 2 — Scoring

For each of the 12 dimensions:

1. Score 1-10 based on evid

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Ships withk-dense-ai-scientific-agent-skills

🔔 Claude Scientific Skills is now Scientific Agent Skills. Same skills, broader compatibility — now works with any AI agent that supports the open Agent Skills standard, not just Claude.

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MIT
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Repo: k-dense-ai/claude-scientific-skills