skill-assessment

name	skill-assessment
description	Builds skill assessment tools with competency levels, evaluation rubrics, and development recommendations.
allowed-tools	Read Write Glob
metadata	{"author":"matthewhitcham","version":"1.0"}

Skill Assessment

When to Use This Skill

Use this skill when you need to:

• Build a competency assessment tool to evaluate skills at different proficiency levels
• Create rubrics for grading student work, contractor deliverables, or team capabilities
• Design self-assessment questionnaires with development path recommendations
• Produce evaluation instruments for hiring, training, or certification programs

DO NOT use this skill for personality tests, customer satisfaction surveys, or general quizzes. This is for measuring specific competencies against defined standards.

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Core Principle

AN ASSESSMENT IS ONLY USEFUL IF IT CLEARLY DISTINGUISHES BETWEEN SKILL LEVELS AND TELLS THE PERSON EXACTLY WHAT TO DO NEXT — MEASUREMENT WITHOUT A DEVELOPMENT PATH IS JUST A LABEL.

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Phase 1: Brief

Required Inputs

Input	What to Ask	Default
Skill domain	"What skill or competency area are you assessing?"	No default — must be provided
Assessment purpose	"Is this for hiring, training placement, certification, or self-development?"	Self-development
Proficiency levels	"How many levels? (3, 4, or 5)"	4 levels (Beginner, Intermediate, Advanced, Expert)
Assessment format	"Self-assessment questionnaire, evaluator rubric, or practical test?"	Self-assessment questionnaire
Audience	"Who will be assessed?"	Solopreneurs and small business owners

GATE: Confirm the brief before proceeding.

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Phase 2: Competency Framework

Build the Competency Map

Break the skill domain into 4-6 sub-competencies. For each:

## Sub-Competency: [Name]

| Level | Description | Observable Behaviors |
|-------|------------|---------------------|
| Beginner | [What this looks like] | [Specific actions they can/cannot do] |
| Intermediate | [What this looks like] | [Specific actions] |
| Advanced | [What this looks like] | [Specific actions] |
| Expert | [What this looks like] | [Specific actions] |

Level Definition Rules

• Each level must be objectively distinguishable from the others
• Use observable behaviors, not subjective judgments ("can write a sales page that converts above 2%" vs. "writes good copy")
• Each level builds on the previous — no skipping
• Expert level should represent top 10% performance, not perfection

GATE: Present the competency framework for approval.

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Phase 3: Build the Assessment

For Self-Assessment Questionnaires

Create 3-5 questions per sub-competency. Each question describes a scenario and offers level-aligned response options:

Q: When you need to [skill scenario], you typically:
A) [Beginner behavior] — 1 point
B) [Intermediate behavior] — 2 points
C) [Advanced behavior] — 3 points
D) [Expert behavior] — 4 points

For Evaluator Rubrics

Create a scoring grid:

| Criteria | 1 - Beginner | 2 - Intermediate | 3 - Advanced | 4 - Expert | Score |
|----------|-------------|-----------------|-------------|-----------|-------|
| [Criterion 1] | [Description] | [Description] | [Description] | [Description] | /4 |

Scoring and Interpretation

## Scoring Guide

**Total possible:** [X points]
**Beginner:** 0-25% — [What this means + immediate next step]
**Intermediate:** 26-50% — [What this means + next step]
**Advanced:** 51-75% — [What this means + next step]
**Expert:** 76-100% — [What this means + next step]

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Phase 4: Polish

1. Development Recommendations

For each proficiency level, provide:

• Top 3 skills to develop next
• Recommended resources or exercises
• Estimated time to reach the next level
• One quick win they can implement this week

2. Validity Check

Review the assessment for:

• Every sub-competency is covered by at least 3 questions
• No question can be answered "correctly" without actual skill
• Questions progress in difficulty within each sub-competency
• Language is clear and free of jargon the audience would not know

3. Delivery Format

## Assessment Package
- Assessment questionnaire (ready to use in Google Forms, Typeform, or PDF)
- Scoring guide with level descriptions
- Development roadmap per level
- Reassessment timeline (recommend retaking every 90 days)

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Example 1: Content Marketing Skills Assessment

Sub-competencies: Strategy, Writing, SEO, Distribution, Analytics
Sample question:
Q: When planning content for next month, you typically:
A) Write about whatever comes to mind that week
B) Follow a basic editorial calendar with planned topics
C) Map content to funnel stages with keyword targets for each
D) Use data from previous content performance to prioritize topics by revenue impact

Example 2: Sales Skills Assessment (Evaluator Rubric)

| Criteria | 1 | 2 | 3 | 4 |
|----------|---|---|---|---|
| Discovery questions | Reads from a script | Asks open-ended questions | Uncovers pain, budget, and timeline | Identifies unstated needs and links to ROI |

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Anti-Patterns

• Vague level descriptions — "good at writing" is not measurable. Use observable behaviors.
• Too many sub-competencies — more than 6 makes the assessment exhausting. Combine related areas.
• Leading questions — do not make the "right" answer obvious. All options should sound reasonable.
• No development path — labeling someone "beginner" without telling them how to improve is demoralizing.
• Binary scoring — yes/no questions miss nuance. Use scaled responses.
• Assessment without reassessment — skills grow. Build in a timeline to retake.

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Recovery

• Skill domain too broad: Ask "If someone mastered just one part of this, which part would matter most to their business?" Start there.
• User wants pass/fail, not levels: Create a minimum competency threshold with clear criteria. Score above = pass.
• User cannot define expert level: Ask them to describe the best person they have seen perform this skill. Use that as the expert benchmark.
• Assessment too long: Cap at 20 questions total. Prioritize the 3 most business-critical sub-competencies.