Agent Skill Grading Report: developing-with-docker - Score 97/100 (A)

# 🏆 Agent Skill Grading Report

**Score:** 97/100 | **Grade:** A

## Quick Summary of Agent Skill Grades

### Pillar Scores for Agent Skill

| Pillar | Score | Max |
|--------|-------|-----|
| Spec Compliance | 15 | 15 |
| Progressive Disclosure | 27 | 30 |
| Ease of Use | 22 | 25 |
| Writing Style | 7 | 10 |
| Utility | 18 | 20 |
| Modifiers | +8 | ±15 |

### Issues Found: 4
- 🔴 High: 0
- 🟡 Medium: 2
- 🟢 Low: 2

## 📊 Full Grading Report for Agent Skill

# Skill Evaluation Report: developing-with-docker

**Links:**
- 📁 **GitHub:** [SpillwaveSolutions/developing-with-docker-agentic-skill](https://github.com/SpillwaveSolutions/developing-with-docker-agentic-skill/blob/main/skills/developing-with-docker/SKILL.md)
- 🛒 **Marketplace:** [View on SkillzWave](https://skillzwave.ai/skill/spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker__SKILL/)
- 📤 **Submit Skill:** [Submit to SkillzWave](https://skillzwave.ai/submit/) - Skills are ranked, graded, and scanned for security
- 📊 **Tracking:** [All Graded Skills](https://github.com/SpillwaveSolutions/skill_improver/issues)

**Evaluated:** 2026-01-12
**Files Reviewed:** skills/developing-with-docker/SKILL.md, references/guide-foundations.md, references/guide-rancher-migration.md, references/guide-installation-connectivity.md, references/guide-advanced-debugging.md, references/guide-cli-debugging.md, references/guide-networking-compose-ops.md
**Grading Model:** Claude (default) (via claude)

---

## Overall Score: 97/100

| Pillar | Score | Max |
|--------|-------|-----|
| Progressive Disclosure Architecture | 27 | 30 |
| Ease of Use | 22 | 25 |
| Spec Compliance | 15 | 15 |
| Writing Style | 7 | 10 |
| Utility | 18 | 20 |
| Modifiers | +8 | ±15 |

**Grade: A**

---

## Executive Summary

This skill demonstrates excellent quality with a score of 97/100. Strongest area: **Spec Compliance** (15/15).

---

## Detailed Scores

### Progressive Disclosure Architecture (27/30)

| Criterion | Score | Max | Assessment |
|-----------|-------|-----|------------|
| Token Economy | 9 | 10 | SKILL.md is lean (~100 lines); references contain detailed prose that could be more concise in places. |
| Layered Structure | 9 | 10 | Excellent hub-and-spoke design: SKILL.md provides workflow overview, 6 references contain deep technical content. |
| Reference Depth | 5 | 5 | All 6 references are exactly one level deep from SKILL.md; no nested sub-references. |
| Navigation Signals | 4 | 5 | All reference files have TOC; SKILL.md lacks TOC but is short enough to scan; 'Summary:' prefixes aid navigation. |

### Ease of Use (22/25)

| Criterion | Score | Max | Assessment |
|-----------|-------|-----|------------|
| Metadata Quality | 9 | 10 | Name follows kebab-case; description includes specific triggers like 'debug Docker', 'fix Docker networking'. |
| Discoverability | 6 | 6 | Strong trigger terms: 'debug Docker', 'troubleshoot containers', 'Docker Compose issues', 'volume permissions'. |
| Terminology Consistency | 3 | 4 | Consistent terms for 'bind mount' vs 'volume'; occasional mix of 'Desktop' and 'Docker Desktop'. |
| Workflow Clarity | 4 | 5 | Clear 5-step debugging workflow with numbered steps; validation checklist provided; findings template included. |

### Spec Compliance (15/15)

| Criterion | Score | Max | Assessment |
|-----------|-------|-----|------------|
| Frontmatter Validity | 5 | 5 | Valid YAML with required fields |
| Name Conventions | 4 | 4 | Correct hyphen-case format |
| Description Quality | 4 | 4 | Third-person with good trigger coverage |
| Optional Fields | 2 | 2 | Uses license, metadata |

### Writing Style (7/10)

| Criterion | Score | Max | Assessment |
|-----------|-------|-----|------------|
| Voice And Tense | 3 | 4 | Mostly imperative ('Use', 'Check', 'Verify'); some sections drift into explanatory prose with second-person. |
| Objectivity | 2 | 3 | Largely instructional; occasional subjective phrases like 'game-changer' and 'polished ergonomics'. |
| Conciseness | 2 | 3 | SKILL.md is concise; references contain valuable but verbose prose that exceeds Claude-optimal density. |

### Utility (18/20)

| Criterion | Score | Max | Assessment |
|-----------|-------|-----|------------|
| Problem Solving Power | 8 | 8 | Addresses major Docker debugging gaps: cross-platform gotchas, UID/GID, networking, distroless debugging. |
| Degrees Of Freedom | 5 | 5 | Appropriate constraints: branching by symptom allows flexibility; platform-specific guidance is prescriptive where needed. |
| Feedback Loops | 3 | 4 | Validation checklist and findings template enable run-check patterns; references include verification commands. |
| Examples And Templates | 2 | 3 | Good example requests and findings template in SKILL.md; references have code examples but lack structured input/output pairs. |

### Modifiers Applied (+8)

**Penalties:** None
**Bonuses:** copy_paste_checklists (+2), grep_friendly_structure (+1), explicit_scope_boundaries (+1), trigger_phrases_4plus (+1), quality_pre_commit_checklist (+2), gerund_style_name (+1)

---

## Critical Issues (Top 4)

### Issue 1: Marketing language in references

**Severity:** Medium
**Location:** references/guide-foundations.md:Section 2.1, 7.1
**Pillar Affected:** Writing Style

**Problem:** Subjective phrases reduce instructional clarity

**Current:**
```
'polished ergonomics', 'VirtioFS has been a game-changer'
```

**Suggested Rewrite:**
```
'mature tooling and integrated features', 'VirtioFS significantly improves file operation speeds'
```

**Impact:** +1 points

---

### Issue 2: Reference files lack summaries for longer sections

**Severity:** Low
**Location:** references/guide-networking-compose-ops.md:Sections 6-14
**Pillar Affected:** PDA

**Problem:** Some sections are 30+ lines without Summary prefix, reducing scannability

**Current:**
```
Sections 6.1, 6.2, 6.3 lack summary lines
```

**Suggested Rewrite:**
```
Add 'Summary:' line after each subsection header for quick scanning
```

**Impact:** +1 points

---

### Issue 3: Verbose explanatory prose in references

**Severity:** Medium
**Location:** references/guide-foundations.md:Multiple sections
**Pillar Affected:** Writing Style

**Problem:** Prose-heavy explanations could be condensed without losing meaning

**Current:**
```
Multi-paragraph explanations for concepts that could be bullet points
```

**Suggested Rewrite:**
```
Convert narrative paragraphs to structured bullet points where possible
```

**Impact:** +1 points

---

### Issue 4: SKILL.md missing 'When Not to Use' examples

**Severity:** Low
**Location:** SKILL.md:Lines 89-92
**Pillar Affected:** Ease of Use

**Problem:** Exclusion criteria are vague without concrete examples

**Current:**
```
'general Kubernetes orchestration guidance'
```

**Suggested Rewrite:**
```
Add example: 'Do not use for: kubectl debugging, Helm chart issues, pod scheduling'
```

**Impact:** +1 points

---

## General Recommendations

1. Add trigger phrases to description for discoverability
2. Add table of contents for files over 100 lines

---

## Grade Scale

| Grade | Score | Description |
|-------|-------|-------------|
| A | 90-100 | Production-ready |
| B | 80-89 | Good, minor work |
| C | 70-79 | Adequate, gaps |
| D | 60-69 | Needs work |
| F | <60 | Major revision |

---

---

## About This Report

This evaluation uses the [Claude Skills Best Practices](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices).

**Powered by:**
- [SkillzWave](https://skillzwave.ai) - Claude Skills Marketplace
- [SpillWave](https://spillwave.com) - AI Solutions

*Report generated for [SpillwaveSolutions/developing-with-docker-agentic-skill](https://github.com/SpillwaveSolutions/developing-with-docker-agentic-skill/blob/main/skills/developing-with-docker/SKILL.md)*

## JSON Output

```json
{
  "skill_name": "developing-with-docker",
  "evaluated_at": "2026-01-12T20:22:40.196172",
  "files_reviewed": [
    "skills/developing-with-docker/SKILL.md",
    "references/guide-foundations.md",
    "references/guide-rancher-migration.md",
    "references/guide-installation-connectivity.md",
    "references/guide-advanced-debugging.md",
    "references/guide-cli-debugging.md",
    "references/guide-networking-compose-ops.md"
  ],
  "scores": {
    "spec_compliance": {
      "total": 15,
      "max": 15,
      "breakdown": {
        "frontmatter_validity": {
          "score": 5,
          "max": 5,
          "assessment": "Valid YAML with required fields"
        },
        "name_conventions": {
          "score": 4,
          "max": 4,
          "assessment": "Correct hyphen-case format"
        },
        "description_quality": {
          "score": 4,
          "max": 4,
          "assessment": "Third-person with good trigger coverage"
        },
        "optional_fields": {
          "score": 2,
          "max": 2,
          "assessment": "Uses license, metadata"
        }
      }
    },
    "pda": {
      "total": 27,
      "max": 30,
      "breakdown": {
        "token_economy": {
          "score": 9,
          "max": 10,
          "assessment": "SKILL.md is lean (~100 lines); references contain detailed prose that could be more concise in places."
        },
        "layered_structure": {
          "score": 9,
          "max": 10,
          "assessment": "Excellent hub-and-spoke design: SKILL.md provides workflow overview, 6 references contain deep technical content."
        },
        "reference_depth": {
          "score": 5,
          "max": 5,
          "assessment": "All 6 references are exactly one level deep from SKILL.md; no nested sub-references."
        },
        "navigation_signals": {
          "score": 4,
          "max": 5,
          "assessment": "All reference files have TOC; SKILL.md lacks TOC but is short enough to scan; 'Summary:' prefixes aid navigation."
        }
      }
    },
    "ease_of_use": {
      "total": 22,
      "max": 25,
      "breakdown": {
        "metadata_quality": {
          "score": 9,
          "max": 10,
          "assessment": "Name follows kebab-case; description includes specific triggers like 'debug Docker', 'fix Docker networking'."
        },
        "discoverability": {
          "score": 6,
          "max": 6,
          "assessment": "Strong trigger terms: 'debug Docker', 'troubleshoot containers', 'Docker Compose issues', 'volume permissions'."
        },
        "terminology_consistency": {
          "score": 3,
          "max": 4,
          "assessment": "Consistent terms for 'bind mount' vs 'volume'; occasional mix of 'Desktop' and 'Docker Desktop'."
        },
        "workflow_clarity": {
          "score": 4,
          "max": 5,
          "assessment": "Clear 5-step debugging workflow with numbered steps; validation checklist provided; findings template included."
        }
      }
    },
    "writing_style": {
      "total": 7,
      "max": 10,
      "breakdown": {
        "voice_and_tense": {
          "score": 3,
          "max": 4,
          "assessment": "Mostly imperative ('Use', 'Check', 'Verify'); some sections drift into explanatory prose with second-person."
        },
        "objectivity": {
          "score": 2,
          "max": 3,
          "assessment": "Largely instructional; occasional subjective phrases like 'game-changer' and 'polished ergonomics'."
        },
        "conciseness": {
          "score": 2,
          "max": 3,
          "assessment": "SKILL.md is concise; references contain valuable but verbose prose that exceeds Claude-optimal density."
        }
      }
    },
    "utility": {
      "total": 18,
      "max": 20,
      "breakdown": {
        "problem_solving_power": {
          "score": 8,
          "max": 8,
          "assessment": "Addresses major Docker debugging gaps: cross-platform gotchas, UID/GID, networking, distroless debugging."
        },
        "degrees_of_freedom": {
          "score": 5,
          "max": 5,
          "assessment": "Appropriate constraints: branching by symptom allows flexibility; platform-specific guidance is prescriptive where needed."
        },
        "feedback_loops": {
          "score": 3,
          "max": 4,
          "assessment": "Validation checklist and findings template enable run-check patterns; references include verification commands."
        },
        "examples_and_templates": {
          "score": 2,
          "max": 3,
          "assessment": "Good example requests and findings template in SKILL.md; references have code examples but lack structured input/output pairs."
        }
      }
    }
  },
  "modifiers": {
    "penalties": [],
    "bonuses": [
      {
        "name": "copy_paste_checklists",
        "points": 2
      },
      {
        "name": "grep_friendly_structure",
        "points": 1
      },
      {
        "name": "explicit_scope_boundaries",
        "points": 1
      },
      {
        "name": "trigger_phrases_4plus",
        "points": 1
      },
      {
        "name": "quality_pre_commit_checklist",
        "points": 2
      },
      {
        "name": "gerund_style_name",
        "points": 1
      }
    ],
    "net": 8
  },
  "final_score": 97,
  "grade": "A",
  "critical_issues": [
    {
      "rank": 1,
      "title": "Marketing language in references",
      "severity": "Medium",
      "location": "references/guide-foundations.md:Section 2.1, 7.1",
      "pillar": "Writing Style",
      "problem": "Subjective phrases reduce instructional clarity",
      "current": "'polished ergonomics', 'VirtioFS has been a game-changer'",
      "suggested": "'mature tooling and integrated features', 'VirtioFS significantly improves file operation speeds'",
      "impact": "+1 points"
    },
    {
      "rank": 2,
      "title": "Reference files lack summaries for longer sections",
      "severity": "Low",
      "location": "references/guide-networking-compose-ops.md:Sections 6-14",
      "pillar": "PDA",
      "problem": "Some sections are 30+ lines without Summary prefix, reducing scannability",
      "current": "Sections 6.1, 6.2, 6.3 lack summary lines",
      "suggested": "Add 'Summary:' line after each subsection header for quick scanning",
      "impact": "+1 points"
    },
    {
      "rank": 3,
      "title": "Verbose explanatory prose in references",
      "severity": "Medium",
      "location": "references/guide-foundations.md:Multiple sections",
      "pillar": "Writing Style",
      "problem": "Prose-heavy explanations could be condensed without losing meaning",
      "current": "Multi-paragraph explanations for concepts that could be bullet points",
      "suggested": "Convert narrative paragraphs to structured bullet points where possible",
      "impact": "+1 points"
    },
    {
      "rank": 4,
      "title": "SKILL.md missing 'When Not to Use' examples",
      "severity": "Low",
      "location": "SKILL.md:Lines 89-92",
      "pillar": "Ease of Use",
      "problem": "Exclusion criteria are vague without concrete examples",
      "current": "'general Kubernetes orchestration guidance'",
      "suggested": "Add example: 'Do not use for: kubectl debugging, Helm chart issues, pod scheduling'",
      "impact": "+1 points"
    }
  ],
  "recommendations": [
    "Add trigger phrases to description for discoverability",
    "Add table of contents for files over 100 lines"
  ],
  "code_quality": null,
  "grading_model": "Claude (default)",
  "grading_provider": "claude"
}
```

**Links:**
- 📁 **GitHub:** [spillwavesolutions/developing-with-docker-agentic-skill](https://github.com/spillwavesolutions/developing-with-docker-agentic-skill/blob/main/SKILL.md)
- 🛒 **Marketplace:** [View on SkillzWave](https://skillzwave.ai/skill/spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker__SKILL/)
- 📤 **Submit Skill:** [Submit to SkillzWave](https://skillzwave.ai/submit/) - Skills are ranked, graded, and scanned for security
- 📊 **Tracking:** [All Graded Skills](https://github.com/SpillwaveSolutions/skill_improver/issues)

---

## 📦 Recommended: Add Universal Installer Instructions

Consider adding these installation instructions to your README.md to help users install this skill across 14+ AI coding agents:

```markdown
## Installing with Skilz (Universal Installer)

The recommended way to install this skill across different AI coding agents is using the **skilz** universal installer.

### Install Skilz

```bash
pip install skilz
```

This skill supports [Agent Skill Standard](https://agentskills.io/) which means it supports 14 plus coding agents including Claude Code, OpenAI Codex, Cursor and Gemini.


### Git URL Options

```

# Install for Claude Code (your home directory)
skilz install -g https://github.com/spillwavesolutions/developing-with-docker-agentic-skill

# Or from the SkillzWave marketplace
skilz install spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker
```

### Claude Code

Install to user home (available in all projects):
```bash
skilz install -g https://github.com/spillwavesolutions/developing-with-docker-agentic-skill
```

Install to current project only:
```bash
skilz install -g https://github.com/spillwavesolutions/developing-with-docker-agentic-skill --project
```

### OpenCode

Install for [OpenCode](https://opencode.ai):

```bash

# OpenCode
skilz install https://github.com/spillwavesolutions/developing-with-docker-agentic-skill --agent opencode

```

Install for Codex and Gemini too
```
# Gemini CLI
skilz install https://github.com/spillwavesolutions/developing-with-docker-agentic-skill --agent gemini


# OpenAI Codex
skilz install https://github.com/spillwavesolutions/developing-with-docker-agentic-skill --agent codex

```

Project-level install:
```bash
skilz install https://github.com/spillwavesolutions/developing-with-docker-agentic-skill --project --agent codex
```


### Install from Skillzwave Marketplace
```bash
skilz install spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker --project
```

See this site [skill Listing](https://skillzwave.ai/skill/spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker__SKILL/) to see how to install this exact skill to 14+ different coding agents.


### Other Supported Agents

Skilz supports 20+ coding agents including Claude Code, OpenAI Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Windsurf, Qwen Code, Aidr, and more.

See the [skill on SkillzWave](https://skillzwave.ai/skill/spillwavesolutions__developing-with-docker-agentic-skill__developing-with-docker__SKILL/) for agent-specific install commands, or check the [skilz-cli docs](https://github.com/SpillwaveSolutions/skilz-cli).


[SkillzWave](https://skillzwave.ai) is a skill marketplace for AI agents. [SpillWave](https://spillwave.com) (where I work) builds AI agent tools.
```

---

## About This Report

This evaluation uses the [Claude Skills Best Practices](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices).

**Powered by:**
- [SkillzWave](https://skillzwave.ai) - Claude Skills Marketplace
- [SpillWave](https://spillwave.com) - AI Solutions

*Report generated for [spillwavesolutions/developing-with-docker-agentic-skill](https://github.com/spillwavesolutions/developing-with-docker-agentic-skill/blob/main/SKILL.md)*

Pillar	Score	Max
Spec Compliance	15	15
Progressive Disclosure	27	30
Ease of Use	22	25
Writing Style	7	10
Utility	18	20
Modifiers	+8	±15

Pillar	Score	Max
Progressive Disclosure Architecture	27	30
Ease of Use	22	25
Spec Compliance	15	15
Writing Style	7	10
Utility	18	20
Modifiers	+8	±15

Criterion	Score	Max	Assessment
Token Economy	9	10	SKILL.md is lean (~100 lines); references contain detailed prose that could be more concise in places.
Layered Structure	9	10	Excellent hub-and-spoke design: SKILL.md provides workflow overview, 6 references contain deep technical content.
Reference Depth	5	5	All 6 references are exactly one level deep from SKILL.md; no nested sub-references.
Navigation Signals	4	5	All reference files have TOC; SKILL.md lacks TOC but is short enough to scan; 'Summary:' prefixes aid navigation.

Criterion	Score	Max	Assessment
Metadata Quality	9	10	Name follows kebab-case; description includes specific triggers like 'debug Docker', 'fix Docker networking'.
Discoverability	6	6	Strong trigger terms: 'debug Docker', 'troubleshoot containers', 'Docker Compose issues', 'volume permissions'.
Terminology Consistency	3	4	Consistent terms for 'bind mount' vs 'volume'; occasional mix of 'Desktop' and 'Docker Desktop'.
Workflow Clarity	4	5	Clear 5-step debugging workflow with numbered steps; validation checklist provided; findings template included.

Criterion	Score	Max	Assessment
Frontmatter Validity	5	5	Valid YAML with required fields
Name Conventions	4	4	Correct hyphen-case format
Description Quality	4	4	Third-person with good trigger coverage
Optional Fields	2	2	Uses license, metadata

Criterion	Score	Max	Assessment
Voice And Tense	3	4	Mostly imperative ('Use', 'Check', 'Verify'); some sections drift into explanatory prose with second-person.
Objectivity	2	3	Largely instructional; occasional subjective phrases like 'game-changer' and 'polished ergonomics'.
Conciseness	2	3	SKILL.md is concise; references contain valuable but verbose prose that exceeds Claude-optimal density.

Criterion	Score	Max	Assessment
Problem Solving Power	8	8	Addresses major Docker debugging gaps: cross-platform gotchas, UID/GID, networking, distroless debugging.
Degrees Of Freedom	5	5	Appropriate constraints: branching by symptom allows flexibility; platform-specific guidance is prescriptive where needed.
Feedback Loops	3	4	Validation checklist and findings template enable run-check patterns; references include verification commands.
Examples And Templates	2	3	Good example requests and findings template in SKILL.md; references have code examples but lack structured input/output pairs.

Grade	Score	Description
A	90-100	Production-ready
B	80-89	Good, minor work
C	70-79	Adequate, gaps
D	60-69	Needs work
F	<60	Major revision

Agent Skill Grading Report: developing-with-docker - Score 97/100 (A) #1

Description

🏆 Agent Skill Grading Report

Quick Summary of Agent Skill Grades

Pillar Scores for Agent Skill

Issues Found: 4

📊 Full Grading Report for Agent Skill

Skill Evaluation Report: developing-with-docker

Overall Score: 97/100

Executive Summary

Detailed Scores

Progressive Disclosure Architecture (27/30)

Ease of Use (22/25)

Spec Compliance (15/15)

Writing Style (7/10)

Utility (18/20)

Modifiers Applied (+8)

Critical Issues (Top 4)

Issue 1: Marketing language in references

Issue 2: Reference files lack summaries for longer sections

Issue 3: Verbose explanatory prose in references

Issue 4: SKILL.md missing 'When Not to Use' examples

General Recommendations

Grade Scale

About This Report

JSON Output

📦 Recommended: Add Universal Installer Instructions

Git URL Options

Claude Code

OpenCode

Install from Skillzwave Marketplace

Other Supported Agents

Metadata

Metadata

Assignees

Labels

Type

Projects

Milestone

Relationships

Development

Issue actions