Does this skill support direct editing?

Yes, by selecting the 'Inline Revisions' output format, the skill provides suggestions embedded within or alongside your original content for a direct editing workflow.

What is a 'shatter point' in this framework?

A shatter point is a critical vulnerability or weak point identified during the Risk Analysis phase that could cause the content to fail or face serious criticism if not addressed.

How does the 'Bloom' phase work?

The Bloom phase looks at the results of the evaluation to generate innovative ideas, new directions, or unexpected insights that expand the impact of your original content.

Can I use this for a quick review or is it always a long process?

You can choose 'Autonomous Mode' for an efficient, full-report delivery of all phases at once, which is ideal for quick batch evaluations.

What types of content can this skill evaluate?

The framework is versatile and can be used for reviewing writing, logical arguments, business proposals, code documentation, and any content requiring rigorous assessment.

Evaluation to Growth Framework

Name: Evaluation to Growth Framework
Author: organvm-iv-taxis

byorganvm-iv-taxis

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Content Management

Transforms content through a rigorous multi-dimensional assessment and risk analysis into a resilient and polished final version.

The Evaluation to Growth skill provides a systematic framework for refining writing, code documentation, and strategic arguments by progressing through four distinct phases: Critique, Reinforcement, Risk Analysis, and Growth. It goes beyond simple editing by evaluating logic, emotional resonance (Pathos), and credibility (Ethos), while identifying critical vulnerabilities or 'shatter points' that could lead to failure. Ideal for high-stakes proposals, documentation, or any content requiring a bulletproof review, this skill offers both interactive guided modes and autonomous reporting to ensure your final product is not only polished but fundamentally stronger.

Key Features

01Multi-dimensional evaluation covering Logic, Logos, Pathos, and Ethos.

02Interactive and autonomous execution modes for flexible workflows.

03Systematic risk assessment to identify hidden assumptions and critical shatter points.

04Diverse output formats including markdown reports, checklists, and inline revisions.

05Growth-focused synthesis that generates emergent insights and new directions.

062 GitHub stars

Use Cases

01Reviewing persuasive writing or marketing content to maximize emotional and rational impact.

02Stress-testing complex project proposals to anticipate and mitigate potential criticisms.

03Strengthening technical documentation and architectural guides before publication.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add organvm-iv-taxis/a-i--skills evaluation-to-growth

For use in Claude.ai and ChatGPT

Download Skill