# 🚀 **Conductor Audit Prompt for Google Antigravity (Target: Prompt Manage Codebase)**
**Purpose:** Hard-audit the entire **Prompt Manage** codebase using **Google Antigravity** with a strict focus on **security**, **scalability**, and long-term stability.
**Prompt:**
> **Objective:**
> Use **Google Antigravity** to perform a full-scope analysis of the **Prompt Manage** codebase. The priority is to harden security, improve scalability, reduce clutter, streamline architecture, and ensure the system can support enterprise-level usage without risk.
>
> ---
>
> **Priority #1 — Security & Access Control:**
>
> * Identify vulnerabilities, unsafe patterns, injection risks, weak validation, or insecure system interactions.
> * Evaluate authentication, session handling, and permission layers for gaps.
> * Detect exposed secrets, unsafe logging, or misconfigured env variables.
> * Flag outdated dependencies, CVEs, and libraries not suitable for high-security products.
> * Recommend hardened designs for API access, rate limiting, storage, and data boundaries.
>
> ---
>
> **Priority #2 — Scalability & Load Performance:**
>
> * Review database queries, caching strategy, and API architecture.
> * Identify bottlenecks, blocking operations, or non-scalable patterns.
> * Suggest improvements: indexing, batching, async workflows, message queues, or distributed job workers.
> * Optimize for heavy multi-team usage, long-lived sessions, large prompt libraries, and high-frequency read/writes.
>
> ---
>
> **Priority #3 — Code Cleanliness & Maintainability:**
>
> * Flag dead code, unused modules, repeated logic, or inconsistent patterns.
> * Suggest reorganizing directory structure, helpers, services, and components.
> * Improve readability, naming, docs, comments, and error handling strategy.
> * Align everything into a consistent, scalable architectural style to support a growing developer team.
>
> ---
>
> **Required Output:**
>
> 1. A prioritized security report (Critical → Low).
> 2. A file-by-file improvement list where applicable.
> 3. A set of structural/architectural upgrades for long-term scaling.
> 4. Concrete code examples or patches showing improved patterns.
> 5. A final hardening checklist ensuring the Prompt Manage codebase meets standards for:
>
> * Security
> * Scalability
> * Cleanliness
> * Maintainability
> * Enterprise readiness
>
> **Goal:**
> Deliver a complete, actionable improvement plan that makes **Prompt Manage** safer, faster, more stable, and easier to maintain — leveraging Google Antigravity for deep, system-level insights.
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