evaluation-to-growth

Files (4)

• SKILL.md
• checklist-template.md · references/
• inline-template.md · references/
• report-template.md · references/

SKILL.md (first lines)

# Evaluation to Growth

A systematic framework for transforming content through rigorous evaluation into stronger, more resilient final products.

## Mode Selection

Before beginning, determine execution mode and output format.

### Execution Modes

**Interactive Mode**: Walk through each phase step-by-step, pausing for user input and direction between stages. Best for collaborative refinement or learning the framework.

**Autonomous Mode**: Execute all phases and deliver comprehensive results. Best for efficient batch evaluation or when user wants complete analysis upfront.

### Output Formats

**Markdown Report**: Structured document with sections for each phase, findings, and recommendations. Best for documentation or sharing.

**Structured Checklist**: Itemized findings with status indicators and action items. Best for tracking and implementation.

**Inline Revisions**: Suggestions embedded within or alongside the original content. Best for direct editing workflow.

---

## The Framework

```
[Evaluation] → [Reinforcement] → [Risk Analysis] → [Growth]
```

### Phase 1: Evaluation

Comprehensive assessment across five dimensions.

#### 1.1 Critique
Identify strengths and weaknesses holistically.

**Prompt**: "Evaluate this content thoroughly. Identify its key strengths and weaknesses. Highlight which parts are effective and which need improvement, providing specific reasons."

**Output structure**:
- Strengths: [list with specific examples]
- Weaknesses: [list with specific examples]
- Priority areas: [ranked improvement opportunities]

#### 1.2 Logic Check
Ensure internal consistency and sound reasoning.

**Prompt**: "Examine the content for logical consistency. Identify contradictions, gaps in reasoning, or unsupported claims, and suggest how to strengthen coherence."

**Output structure**:
- Contradictions found: [list]
- Reasoning gaps: [list]
- Unsupported claims: [list]
- Coherence recommendations: [list]

#### 1.3 Logos Review
Assess rational and factual appeal.

**Prompt**: "Assess the rational and factual appeal of this content. Are the arguments clear, well-supported, and persuasive? Suggest ways to enhance the logical impact."

**Output structure**:
- Argument clarity: [assessment]
- Evidence quality: [assessment]
- Persuasive strength: [assessment]
- Enhancement recommendations: [list]

#### 1.4 Pathos Review
Evaluate emotional resonance.

**Prompt**: "Analyze the emotional tone and resonance of this content. Does it create an emotional connection with its intended audience? Recommend adjustments to increase engagement."

**Output structure**:
- Current emotional tone: [description]
- Audience connection: [assessment]
- Engagement level: [assessment]
- Recommendations: [list]

#### 1.5 Ethos Review
Examine credibility and authority.

**Prompt**: "Evaluate the credibility and authority of this content. Does it reflect expertise and trustworthiness? Suggest ways to reinforce its reliability and professional tone."

**Output structure**:
- Perceived expertise: [assessment]
- Trustworthiness signals: [list present/missing]
- Authority markers: [assessment]
- Credibility recommendations: [list]

---

### Phase 2: Reinforcement

Consolidate and strengthen based on evaluation findings.

#### 2.1 Synthesis
Integrate logic check findings to eliminate contradictions and reinforce coherence.

**Actions**:
- Resolve identified contradictions
- Fill reasoning gaps
- Support unsupported claims or remove them
- Strengthen transitional logic

---

### Phase 3: Risk Analysis

Identify vulnerabilities before they become failures.

#### 3.1 Blind Spots
Reveal overlooked areas or hidden assumptions.

**Prompt**: "Identify any areas in this content that may be overlooked, biased, or based on hidden assumptions. Provide suggestions to address these gaps or risks."

**Output structure**:
- Hidden assumptions: [list]
- Overlooked perspectives: [list]
- Potential biases: [list]
- Mitigation strategies: [list]

From 4444J99/a-i--skills, MIT.

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