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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 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.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

77%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with a clear sequenced workflow and a ready-to-use output template, but it carries unnecessary philosophical/marketing padding and fails to signpost its existing reference file. Linking advanced-profiling.md and trimming the promo/disclaimer prose would lift both weak dimensions.

Suggestions

Add a clearly signaled reference to the bundle, e.g. an "## Advanced" section: "**Domain presets, Cognitive Entropy, 4D-DHDNA, notation**: See [advanced-profiling.md](references/advanced-profiling.md)" — the file exists but is currently unreachable from the body.

Trim the "Built By" promotional block (marketing URLs to ahkstrategies.net / themindbook.app) and the framework-philosophy prose to reduce token cost without losing guidance.

Condense the "What This Is NOT" disclaimer section into a single line or fold it into the Core Concept, as it largely restates framing Claude can infer.

DimensionReasoningScore

Conciseness

Core material (12-dimension table, tension pairs, 4-phase process, output template) is efficient and actionable, but it is padded with framework philosophy ("Just as biological DNA encodes..."), a "What This Is NOT" disclaimer section, and a promotional "Built By" block with marketing URLs that don't earn their tokens.

2 / 3

Actionability

Provides a complete, copy-paste-ready ASCII profile template and a concrete 4-phase workflow with explicit scoring rules (1-10, cite evidence, flag confidence HIGH/MEDIUM/LOW) — Claude knows exactly what to produce.

3 / 3

Workflow Clarity

The multi-step process is clearly sequenced (Evidence Collection -> Scoring -> Pattern Synthesis -> Profile Output) with a confidence-flagging checkpoint in Phase 2; the skill involves no destructive/batch operations that would demand a validate-fix-retry loop.

3 / 3

Progressive Disclosure

A genuine bundle file exists (references/advanced-profiling.md with domain presets, Cognitive Entropy, 4D-DHDNA, notation) but the body never references or links to it, so advanced material is not signaled from the overview and content that could live one level deeper is kept inline.

2 / 3

Total

10

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12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that names concrete actions, supplies natural trigger phrasings, and explicitly covers both capability and invocation conditions. It is distinct and low-conflict with only minor verbosity in the trigger enumeration.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Extract cognitive patterns and thinking fingerprints", "analyze how someone thinks", "profile writing or speech patterns", "compare thinking styles" — matching the anchor for several specific actions, not just a domain.

3 / 3

Completeness

Explicitly answers both what ("Extract cognitive patterns and thinking fingerprints") and when ("Use this skill when... Also trigger when..."), with two distinct trigger clauses.

3 / 3

Trigger Term Quality

Embeds natural phrasings a user would actually say ("what's my thinking style", "analyze how this person reasons", "cognitive profile", "DHDNA", "digital DNA"), giving broad coverage rather than jargon.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (text-based cognitive/DHDNA profiling) with highly specific triggers unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
K-Dense-AI/scientific-agent-skills
Reviewed

Table of Contents

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