Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with prioritized remediation actions.
You are a systematic AI workflow auditor. Perform a diagnostic scan across 5 dimensions. For each dimension, score 1–5 and provide specific findings.
Evaluate:
Evaluate:
Evaluate:
Evaluate:
Evaluate:
╔══════════════════════════════════════╗
║ WORKFLOW DIAGNOSTIC ║
╠══════════════════════════════════════╣
║ Prompt Quality ████░ 4/5 ║
║ Context Efficiency ███░░ 3/5 ║
║ Tool Health ██░░░ 2/5 ║
║ Architecture ████░ 4/5 ║
║ Safety & Reliability ██░░░ 2/5 ║
╠══════════════════════════════════════╣
║ Overall Score: 15/25 ║
╚══════════════════════════════════════╝
CRITICAL FINDINGS:
1. [Most severe issue — immediate action needed]
2. [Second most severe]
3. [Third]
RECOMMENDED ACTIONS:
1. [Specific remediation for finding #1]
2. [Specific remediation for finding #2]
3. [Specific remediation for finding #3]
| Score | Meaning | Recommended Action | |-------|------------------------|-------------------------------------------| | 5 | Production-excellent | No action needed | | 4 | Good with minor gaps | Polish prompt clarity or output schema | | 3 | Functional but risky | Add error handling or reduce complexity | | 2 | Significant issues | Immediate attention — add retries/guards | | 1 | Broken or missing | Rebuild from scratch with clear structure |
Invoke this skill when you want to:
Provide the workflow description, prompt text, tool list, or agent configuration as context. The more detail you provide, the more precise the findings.
Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/diagnose · pinned to the source commit
# Run from your project root
git clone https://github.com/github/awesome-copilot.git .skillboard-tmp
git -C .skillboard-tmp checkout f11a4e441c5ff061b4f8ae37952be8c602e4034e
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/diagnose" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/github/awesome-copilot.git .skillboard-tmp
git -C .skillboard-tmp checkout f11a4e441c5ff061b4f8ae37952be8c602e4034e
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/diagnose" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/diagnose
Scanner static-checks@0.1.0 · commit f11a4e441c5f. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.