What is 'Number Density' and why does it matter?

Number Density tracks the percentage of impact claims supported by concrete data. High-quality portfolios typically avoid vague descriptions like 'improved performance' in favor of specific metrics.

How does the skill analyze 'ownership' in a portfolio?

It performs a Subject Audit to calculate the ratio of 'I/Me' (direct ownership) versus 'The Team' or passive constructions, ensuring your specific contributions aren't obscured.

Can this skill help with senior-level 'war stories'?

Absolutely. It specifically looks for 'Failure Narratives' and 'Decision Visibility,' which are key markers of seniority that show you can navigate trade-offs and learn from technical debt.

Does this skill support Korean-language portfolios?

Yes, it has specialized support for Korean technical writing patterns, including common passive endings and specific agency-related verbs.

Portfolio Writing Pattern Analyzer

Name: Portfolio Writing Pattern Analyzer
Author: newkayak12

bynewkayak12

0•

Learning & Documentation

Analyzes professional portfolios for linguistic patterns that signal ownership, technical seniority, and measurable impact.

The Portfolio Writing Pattern Analyzer helps candidates understand how their professional experience is perceived by recruiters and hiring managers. Instead of just checking for grammar, it performs a deep audit of six critical dimensions: subject ratio, agency language, number density, failure narratives, decision visibility, and verb energy. It is particularly effective for senior engineers looking to demonstrate leadership and for identifying 'ownership avoidance' in team-based project descriptions. The skill provides quantitative ratios for passive voice and impact claims, ensuring your portfolio reads with the authority and clarity required for high-level roles.

Key Features

01Quantitative calculation of number-free impact claim ratios

02Detection of passive voice and vague participation language in technical contexts

030 GitHub stars

04Concrete, line-by-line rewrite suggestions based on detected patterns

05Analysis of decision visibility and failure narratives for senior roles

06Six-dimension ownership audit including subject ratio and agency language

Use Cases

01Auditing team-based project descriptions to ensure individual contribution is clear

02Identifying vague impact claims that lack concrete metrics or numbers

03Diagnosing why a portfolio feels 'junior' despite years of experience

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add newkayak12/claude-skills portfolio-pattern

For use in Claude.ai and ChatGPT

Key Features

01Quantitative calculation of number-free impact claim ratios

02Detection of passive voice and vague participation language in technical contexts

030 GitHub stars

04Concrete, line-by-line rewrite suggestions based on detected patterns

05Analysis of decision visibility and failure narratives for senior roles

06Six-dimension ownership audit including subject ratio and agency language

Use Cases

01Auditing team-based project descriptions to ensure individual contribution is clear

02Identifying vague impact claims that lack concrete metrics or numbers

03Diagnosing why a portfolio feels 'junior' despite years of experience