AI Skill Report Card

Generated Skill

Generates comprehensive Claude Code agent skills from requirements. Use when you need to create structured skill files with proper YAML frontmatter, workflows, and examples.

B-70·May 30, 2026·Source: Extension-page

Quick Start

YAML
--- name: example-skill-name description: Third-person description with trigger phrases. Use when [specific scenario]. --- # Quick Start [Immediate actionable example] # Workflow 1. Step one 2. Step two 3. Step three # Examples **Example 1:** Input: [specific input] Output: [specific output] # Best Practices - Key guideline 1 - Key guideline 2 # Common Pitfalls - What to avoid

Workflow

  1. Analyze Requirements - Extract the core expertise and methodology
  2. Create YAML Frontmatter - Follow naming and description rules
  3. Structure Content - Organize into the five key sections
  4. Add Concrete Examples - Include specific input/output pairs
  5. Validate Format - Ensure proper YAML and markdown structure

Progress:

  • Requirements analyzed
  • YAML frontmatter created
  • Quick start section written
  • Workflow documented
  • Examples added
  • Best practices listed
  • Common pitfalls identified
  • Format validated

Examples

Example 1: Input: "Expert at analyzing financial statements and creating investment recommendations" Output:

YAML
--- name: analyzing-financial-statements description: Analyzes financial statements and creates investment recommendations. Use when evaluating companies for investment decisions. ---

Example 2: Input: "Specialist in debugging Python code and optimizing performance" Output:

YAML
--- name: debugging-python-code description: Debugs Python code and optimizes performance issues. Use when encountering errors, slow execution, or memory problems. ---

Best Practices

  • Use gerund form for skill names (verb-ing)
  • Keep descriptions under 1024 characters with clear triggers
  • Start with immediate actionable content (no preamble)
  • Include concrete examples with specific inputs/outputs
  • Target ~500 lines maximum per skill
  • Provide default approaches rather than multiple options

Common Pitfalls

  • Using first or second person in descriptions ("I analyze" or "You can")
  • Creating names that aren't gerund form or use invalid characters
  • Starting with explanatory text instead of Quick Start
  • Writing abstract descriptions without concrete examples
  • Making skills too long or complex for a single file
0
Grade B-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15