Agent-Skills.md

Agent Skills: Analyze Prompt

Analyze existing prompt and suggest improvements using the Seven Levels framework

UncategorizedID: melodic-software/claude-code-plugins/analyze-prompt

Repository

melodic-software/claude-code-plugins
melodic-softwareLicense: MIT
417

Install this agent skill to your local

pnpm dlx add-skill https://github.com/melodic-software/claude-code-plugins/tree/HEAD/plugins/tac/skills/analyze-prompt

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plugins/tac/skills/analyze-prompt/SKILL.md

Skill Metadata

Name
analyze-prompt
Description
Analyze existing prompt and suggest improvements using the Seven Levels framework

Analyze Prompt

Analyze existing prompt and suggest improvements.

Arguments

  • $1: Path to prompt file

Instructions

You are analyzing an existing prompt to classify it and suggest improvements.

Step 1: Validate Input

If no $1 provided, STOP and ask user for prompt file path.

Step 2: Read the Prompt

Read the prompt file at $1 completely.

Step 3: Identify Sections

Check for presence of:

  • [ ] Frontmatter (metadata)
  • [ ] Title
  • [ ] Purpose
  • [ ] Variables
  • [ ] Instructions
  • [ ] Workflow
  • [ ] Control Flow (conditionals, loops)
  • [ ] Delegation (Task tool usage)
  • [ ] Template (Specified Format)
  • [ ] Expertise
  • [ ] Report

Step 4: Classify Level

Based on sections and patterns:

| Indicators | Level | | --- | --- | | Simple prompt, no sections | 1 | | Has Workflow section | 2+ | | Has conditionals/loops | 3+ | | Delegates to agents | 4+ | | Accepts prompt as input | 5+ | | Has Template section | 6+ | | Has Expertise section | 7 |

Step 5: Analyze Quality

Check:

  • [ ] Variables use SCREAMING_SNAKE_CASE
  • [ ] Workflow has numbered steps
  • [ ] STOP conditions are explicit
  • [ ] Frontmatter has description
  • [ ] Purpose is clear
  • [ ] Report format specified

Step 6: Identify Improvements

Suggest:

  • Missing sections for the level
  • Variable naming fixes
  • Workflow structure improvements
  • Level upgrade opportunities

Output

## Prompt Analysis

**File:** [path]
**Current Level:** [1-7] ([name])

### Sections Found
- [x] Section 1
- [ ] Section 2 (missing)
...

### Quality Score
**Score:** [X/10]

| Criteria | Status |
| --- | --- |
| Variables naming | [Pass/Fail] |
| Workflow structure | [Pass/Fail] |
| STOP conditions | [Pass/Fail] |
| Frontmatter | [Pass/Fail] |
| Purpose clarity | [Pass/Fail] |

### Improvements Suggested

**High Priority:**
1. [improvement 1]
2. [improvement 2]

**Medium Priority:**
1. [improvement 3]

### Level Upgrade Opportunity

Current: Level [N]
Potential: Level [M] if [condition]

### Refactored Version (if requested)

[Improved prompt structure]

Notes

  • See @seven-levels.md for level indicators
  • See @prompt-sections-reference.md for required sections
  • Use /upgrade-prompt to apply suggested improvements