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Repo Exposure Risk Scanner
A developer tool that scans repositories and warns when public visibility, missing licensing, included production assets, or store-ready configuration make a project easy to clone or commercially misuse. It acts as a preventive safeguard before creators expose too much for portfolio or community sharing reasons.
これが重要な理由
You want to show your work publicly because visibility helps with hiring, applications, collaborators, and community feedback. But once a full production repository is exposed, you may be revealing far more than you intended: game logic, production assets, service setup, and release-ready structure. The problem is not simply that public code exists. It is that you often do not get a clear warning about what specific elements make a project easy to republish. A useful product would help you keep the benefits of public proof-of-work while showing exactly where your repository crosses the line from showcase to cloneable product.
- · Indie developers, students, and small studios using public code hosting to showcase work while building commercial games or apps.向けに構築。
- · 最も可能性の高い収益化モデル: SaaS subscription with free single-scan tier。
痛み · ナラティブ
You want to show your work publicly because visibility helps with hiring, applications, collaborators, and community feedback. But once a full production repository is exposed, you may be revealing far more than you intended: game logic, production assets, service setup, and release-ready structure. The problem is not simply that public code exists. It is that you often do not get a clear warning about what specific elements make a project easy to republish. A useful product would help you keep the benefits of public proof-of-work while showing exactly where your repository crosses the line from showcase to cloneable product.
スコア内訳
市場シグナル
市場投入
The first buyers are Unity and mobile indie developers who maintain public repositories for portfolio visibility while planning a commercial launch.
50,000-150,000 in the initial niche of commercially minded public-repo developers using game engines or mobile stacks
Code hosting marketplace listings and developer content about launch mistakes
$15/month
Get 100 scanned repositories and convert 10 users to paid plans after showing at least one high-risk finding per project
MVPの範囲 · 1~2週間
- Implement repo import and file tree analysis
- Create risk rules for missing license, asset folders, service config, and build artifacts
- Design a weighted cloneability score
- Build a report page with actionable remediation steps
- Add support for private scans via OAuth connection
- Add engine-specific rules for Unity project structure
- Generate safe-sharing recommendations such as partial export or redacted showcase mode
- Create email alerts for visibility changes and new risky files
- Launch self-serve onboarding with sample reports
- Run beta scans on 20 volunteer repositories to refine scoring
差別化
失敗する可能性がある理由
自己反論 — 最も重要な信頼のシグナル
- 1Many developers may treat this as a one-time checklist rather than an ongoing subscription
- 2Risk rules may be too generic unless engine-specific depth is strong
- 3Developers who already understand licensing may not see enough differentiated value
エビデンスの概要
AIがこのインサイトをどのように統合したか — 逐語的な引用はありません
The discussion repeatedly linked public full-repository sharing with cloning risk, while also showing that developers often keep projects public for legitimate portfolio reasons. Licensing confusion was also a major theme, especially around absent licenses and what public visibility does or does not permit. This combination points to prevention software with broad applicability beyond a single dispute.
アクションプラン
コードを書く前に、この機会を検証しましょう
推奨する次のステップ
開発する
強い需要シグナルを検出。本物の課題と支払い意欲を確認 — MVPの開発を始めましょう。
ランディングページ文案キット
実際のRedditコメントから抽出したコピー、そのまま貼り付けられます
見出し
Repo Exposure Risk Scanner
サブ見出し
A developer tool that scans repositories and warns when public visibility, missing licensing, included production assets, or store-ready configuration make a project easy to clone or commercially misuse. It acts as a preventive safeguard before creators expose too much for portfolio or community sharing reasons.
ターゲットユーザー
対象:Indie developers, students, and small studios using public code hosting to showcase work while building commercial games or apps.
機能リスト
✓ Public repo risk score ✓ License and permission gap detection ✓ Production asset and secret exposure warnings ✓ Cloneability assessment for Unity or game project structure ✓ Recommended safe-sharing configurations
どこで検証するか
r/r/gamedev にランディングページのリンクを投稿しましょう — そこがこの課題が発見された場所です。
同じテーマの他の機会
AIが関連する議論から自動クラスタリング