[github-actions]

Resolves #88

Submitted by @mountainowl via Issue form.

• Automated PR: Created by DevShelf Bot with contributor credited as co-author.
• Verification: Full CI suite, schema validator, and URL audit will run on this PR automatically.

[github-actions]

🛡️ DevShelf PR Validation Report

✅ All Schema Checks & Duplicate Audits Passed!

• Items Inspected: 118
• Files Checked: 1
• Syntax & Schema: 100% Valid
• Duplicate Detector: 0 Collisions

🤖 DevShelf AI-Driven PR Optimization & Tagging

Automated Heuristic Analyzer • Add GEMINI_API_KEY for LLM enhancement.

📦 Resource: Bubo

• Target File: shelf/cli-tools.json
• Suggested Category: ai-tools.json
• Recommended Tags: [100% Free Tier] [Self-Hostable]

📝 Description Refinement

• Original: "Bubo is a self-hosted AI code reviewer for GitHub pull requests and GitLab merge requests. It runs with an operator-chosen LLM, posts evidence-backed inline findings, and provides auditable quality, governance, provenance, cost, and ROI data."
• ✨ Suggested: "Bubo is a self-hosted AI code reviewer for GitHub pull requests and GitLab merge requests. It runs with an operator-chosen LLM, posts evidence-backed inline findings, and provides auditable quality, governance, provenance, cost, and ROI data."

📋 Ready-to-Merge JSON Block

{
  "name": "Bubo",
  "repo": "https://github.com/mountainowl/bubo",
  "category": "ai-tools",
  "description": "Bubo is a self-hosted AI code reviewer for GitHub pull requests and GitLab merge requests. It runs with an operator-chosen LLM, posts evidence-backed inline findings, and provides auditable quality, governance, provenance, cost, and ROI data.",
  "language": "Python",
  "license": "MIT",
  "featured": false,
  "section": "ai-tools",
  "statusTags": [
    "[100% Free Tier]",
    "[Self-Hostable]"
  ]
}

---

💡 Contributors can copy the JSON block above directly into their PR to ensure pristine catalog formatting.

[github-actions]

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