prototype-to-production
Prepare AI Prototypes for Production
AI-generated prototypes can lack secret management, monitoring, and recovery plans. This guide helps an AI agent organize hardening work for single-instance web applications.
自分のエージェントでインストール
このリクエストをエージェントにコピーしてください。正規の Skill ページとマニフェストが含まれています。
Review the Skillstore skill "prototype-to-production" from https://skillstore.io/skills/nexaiguy-prototype-to-production.md and its manifest at https://skillstore.io/api/skills/nexaiguy-prototype-to-production/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.エージェントは引き続き計画を提示し、セキュリティポリシーで必要な確認を求める必要があります。
エージェントが読めるリソース
AI エージェント、クローラー、スクリプトがページ全体ではなく整理されたコンテキストを必要とする場合は、これらのリンクを使ってください。
テストする
「prototype-to-production」を使用しています。 What should we address before releasing an Express prototype with hardcoded credentials?
期待される結果:
- Priority: replace hardcoded credentials with server-side environment configuration.
- Verify that credential files are excluded from version control and rotate previously exposed keys.
- Add a health endpoint that does not disclose secrets or internal configuration.
- Review security headers and request validation before deployment.
「prototype-to-production」を使用しています。 Outline production preparation for a small Flask application using SQLite.
期待される結果:
- Prepare environment configuration and basic access controls for exposed endpoints.
- Design a SQLite backup routine with restricted storage access.
- Test restoration against a separate database before relying on the backups.
- Document health checks, restart procedures, and rollback steps for the project owner.
セキュリティ監査
安全All six static findings are false positives: the URLs are attribution links, and environment-file references describe legitimate secret management. No evidence found of exfiltration, system reconnaissance, or prompt injection in the reviewed guide. The package contains guidance only; advertised automation and production readiness are not verified by included implementations.
リスク要因
🌐 ネットワークアクセス (2)
このレポートを共有・引用
バージョン付き評価レポート、中立的なバッジ、埋め込みカード、引用を共有できます。Skillstore は証拠を報告しますが、この Skill が安全かどうかは判断しません。
レポートリンクをコピー
https://skillstore.io/skills/nexaiguy-prototype-to-production/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdownバッジ
[](https://skillstore.io/skills/nexaiguy-prototype-to-production?utm_source=security_passport_badge)HTMLバッジ
<a href="https://skillstore.io/skills/nexaiguy-prototype-to-production?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/nexaiguy-prototype-to-production/security.svg" alt="Skillstore security assessment" loading="lazy"></a>埋め込みカード
<iframe src="https://skillstore.io/embed/skills/nexaiguy-prototype-to-production.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>学術引用 (APA · BibTeX · CFF)
APA形式の引用
nexaiguy. (2026). prototype-to-production security audit report (audit version 1) [Author version 1.2]. Skillstore. https://skillstore.io/skills/nexaiguy-prototype-to-production/audits/1BibTeX形式の引用
@techreport{nexaiguy-nexaiguy-prototype-to-production-2026,
author = {nexaiguy},
title = {prototype-to-production security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/nexaiguy-prototype-to-production/audits/1},
note = {Author version 1.2}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "prototype-to-production security audit report (audit version 1)"
version: "1.2"
type: report
authors:
- name: "nexaiguy"
date-released: "2026-11-02"
url: "https://skillstore.io/skills/nexaiguy-prototype-to-production/audits/1"
identifiers:
- type: other
value: "skillstore:nexaiguy-prototype-to-production:audit:1"
description: "Skillstore immutable audit report identifier"
バリアントを比較
インストール可能なバリアント 2 件各作者のスキルは個別のインストール項目として維持されます。推奨バリアントは Skillstore の証拠で順位付けされます。
このバリアントが首位の理由
nexaiguy-prototype-to-production
2026-11-02
ariegoldkin-prototype-to-production
2026-10-24
Skillstore スコア
このスコアの理由 証拠の信頼度: 中作成できるもの
Review a generated application
Use the guide to identify secret management, health check, and backup gaps before releasing a Bolt or Lovable prototype.
Prepare a client handover
Organize hardening tasks and plain-language deployment notes for a client receiving a small Flask, Express, or Next.js application.
Plan operational safeguards
Request a clear checklist for monitoring and data recovery before placing a prototype on a single VPS.
これらのプロンプトを試す
Review this prototype using the guide. List secret management, health check, and backup gaps without changing files or revealing secret values.
Plan environment-variable migration for this Express prototype. Identify affected settings without printing secrets, and explain how to exclude local credentials from version control.
For this Flask application with SQLite, propose health checks, security headers, and a backup routine. Include restore verification and tests before implementing approved changes.
Assess this Next.js prototype for a single VPS. Propose staged hardening changes covering secrets, authentication, validation, health checks, backups, and rollback.
ベストプラクティス
- Review proposed changes and test them in a non-production environment before deployment.
- Keep secret values out of prompts, reports, logs, and version control; rotate any credentials already exposed.
- Verify backup restoration and health checks before relying on the deployment.
回避
- Treating the public guide as a bundled automation package or a guarantee of production security.
- Moving secrets into an environment file while leaving that file tracked or publicly accessible.
- Deploying generated authentication, validation, or backup changes without review and tests.