✅ Skill Grading Report
Score: 87/100 | Grade: B
Quick Summary
Pillar Scores
| Pillar |
Score |
Max |
| Spec Compliance |
14 |
15 |
| Progressive Disclosure |
26 |
30 |
| Ease of Use |
22 |
25 |
| Writing Style |
7 |
10 |
| Utility |
18 |
20 |
| Modifiers |
+0 |
±15 |
Issues Found: 5
- 🔴 High: 0
- 🟡 Medium: 2
- 🟢 Low: 3
📊 Full Grading Report
Skill Evaluation: deliberative-refinement
Score: 87/100 (B)
Repository: aaaronmiller/deliberative-refinement
What's Going On With This Skill?
deliberative-refinement scores 87/100 (B). It works, but there are a few things holding it back from being great.
The Main Issues
Promotional content violates objectivity (Medium priority)
Marketing-style content that doesn't instruct
Fix: Remove or move to README.md; SKILL.md should be purely instructional
Phase 3 numbering inconsistency (Low priority)
Steps jump from 1 to 7 to 8, confusing execution flow
Fix: Renumber steps sequentially: 1, 2, 3
Missing TOC for 130-line file (Low priority)
File exceeds 100 lines but lacks table of contents
Fix: Add brief TOC after the tagline: ## Contents - When to Activate, Core Formula, Execution, etc.
Lacks concrete deliberation example (Medium priority)
No input/output example showing actual deliberation in action
Fix: Add brief example: 'User: Should I use SQL or NoSQL? → Council forms → R1 positions → R2 convergence → Recommendation'
Terminology inconsistency: Probe vs Evidence Grounding (Low priority)
'Probe' and 'evidence grounding' used for same concept
Fix: Standardize on 'Probe' throughout; define once as 'web search for evidence grounding'
Learn More
These recommendations follow Anthropic's Skill Authoring Best Practices. The key insight: Claude picks your skill from 100+ options based on the description alone—so clarity and specificity matter more than you'd expect.
Improvement Checklist
See Skill Authoring Best Practices for guidance.
📦 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:
## Use This Skill with Other AI Agents
Ever run out of Claude Code tokens mid-project? Or want to try Gemini CLI or Cursor on a task?
This skill follows the [Agent Skills Standard](https://agentskills.io/), which means you can use it with **14+ AI coding agents**—not just Claude Code. The `skilz` CLI makes this easy.
### Quick Install
```bash
pip install skilz
# Install for Claude Code (your home directory)
skilz install -g https://github.com/aaaronmiller/deliberative-refinement
# Or from the SkillzWave marketplace
skilz install aaaronmiller_deliberative-refinement/deliberative-refinement
That's it. The skill is now available in all your Claude Code projects.
Using with Other Agents
Switch agents with --agent:
# Gemini CLI
skilz install -g https://github.com/aaaronmiller/deliberative-refinement --agent gemini
# OpenCode
skilz install -g https://github.com/aaaronmiller/deliberative-refinement --agent opencode
# OpenAI Codex
skilz install -g https://github.com/aaaronmiller/deliberative-refinement --agent codex
Project-Level Install
Want the skill only in your current project? Add --project:
skilz install -g https://github.com/aaaronmiller/deliberative-refinement --project
Full Platform List
Skilz supports Claude Code, Gemini CLI, OpenCode, OpenAI Codex, Cursor, Windsurf, GitHub Copilot CLI, Qwen Code, Aidr, and more.
See the skill on SkillzWave for agent-specific install commands, or check the skilz-cli docs.
SkillzWave is a skill marketplace for AI agents. SpillWave (where I work) builds AI agent tools.
---
**Powered by:** [SkillzWave.ai](https://skillzwave.ai) | [SpillWave](https://spillwave.com)
✅ Skill Grading Report
Score: 87/100 | Grade: B
Quick Summary
Pillar Scores
Issues Found: 5
📊 Full Grading Report
Skill Evaluation: deliberative-refinement
Score: 87/100 (B)
Repository: aaaronmiller/deliberative-refinement
What's Going On With This Skill?
deliberative-refinement scores 87/100 (B). It works, but there are a few things holding it back from being great.
The Main Issues
Promotional content violates objectivity (Medium priority)
Marketing-style content that doesn't instruct
Fix:
Remove or move to README.md; SKILL.md should be purely instructionalPhase 3 numbering inconsistency (Low priority)
Steps jump from 1 to 7 to 8, confusing execution flow
Fix:
Renumber steps sequentially: 1, 2, 3Missing TOC for 130-line file (Low priority)
File exceeds 100 lines but lacks table of contents
Fix:
Add brief TOC after the tagline: ## Contents - When to Activate, Core Formula, Execution, etc.Lacks concrete deliberation example (Medium priority)
No input/output example showing actual deliberation in action
Fix:
Add brief example: 'User: Should I use SQL or NoSQL? → Council forms → R1 positions → R2 convergence → Recommendation'Terminology inconsistency: Probe vs Evidence Grounding (Low priority)
'Probe' and 'evidence grounding' used for same concept
Fix:
Standardize on 'Probe' throughout; define once as 'web search for evidence grounding'Learn More
These recommendations follow Anthropic's Skill Authoring Best Practices. The key insight: Claude picks your skill from 100+ options based on the description alone—so clarity and specificity matter more than you'd expect.
Improvement Checklist
See Skill Authoring Best Practices for guidance.
📦 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:
That's it. The skill is now available in all your Claude Code projects.
Using with Other Agents
Switch agents with
--agent:Project-Level Install
Want the skill only in your current project? Add
--project:Full Platform List
Skilz supports Claude Code, Gemini CLI, OpenCode, OpenAI Codex, Cursor, Windsurf, GitHub Copilot CLI, Qwen Code, Aidr, and more.
See the skill on SkillzWave for agent-specific install commands, or check the skilz-cli docs.
SkillzWave is a skill marketplace for AI agents. SpillWave (where I work) builds AI agent tools.