PromptScript¶
The Infrastructure-as-Code for AI Context
Standardize, Audit, and Deploy AI Instructions across your entire Engineering Organization.
Enterprise Governance¶
Enforce non-negotiable standards globally. Define policies once, apply them everywhere (e.g., "No any in TS", "Use parameterized SQL Queries").
Vendor Independence¶
Don't lock your organization's intellectual property into one tool. Write logic in PromptScript, deploy to GitHub Copilot, Claude, or Cursor.
Hierarchical Inheritance¶
Structure instructions like code. Inherit from @company/backend-security or @team/checkout-service.
Managed Lifecyle¶
Update a central policy and propagate changes to 100+ repositories automatically. No more manual copy-pasting.
The Business Problem: "Prompt Drift"¶
Modern engineering organizations face a critical challenge: AI Context Fragmentation.
As you scale to 50+ repositories and deploy multiple AI tools (GitHub Copilot, Claude, Cursor), maintaining coherent AI instructions becomes impossible manually.
- The Scale Problem: Updating a security policy across 100 microservices takes weeks of manual PRs.
- The Model Volatility: New models (e.g., Claude 3.7 vs 3.5) require different prompting strategies.
- The Governance Void: Developers use local, unvetted instructions. Junior devs miss critical security context.
Result: Inconsistent code quality, security risks, and operational chaos.
The Solution: PromptOps¶
PromptScript turns AI context into managed infrastructure. It treats your prompts as code—compiled, validated, and deployed.
flowchart LR
Central["Organization Standards<br/>(.prs files)"] --> Compiler
Compiler -->|Output 1| Copilot["GitHub Copilot<br/>(XML/Markdown)"]
Compiler -->|Output 2| Claude["Claude Code<br/>(Markdown/Frontmatter)"]
Compiler -->|Output 3| Cursor["Cursor Rules<br/>(.mdc)"]
Compiler -->|Audit| CI["CI/CD Compliance"]Quick Example¶
@meta { id: "checkout-service", syntax: "1.0.0" }
// Inherit approved company standards
@inherit @company/backend-security
@inherit @company/typescript-standards
// Project-specific identity
@identity {
"""
You are an expert Backend Engineer working on the Checkout Service.
This service handles payments and utilizes a hexagonal architecture.
"""
}
@standards {
typescript: {
strictMode: true
noAny: true
}
}
// Define reusable tools/skills
@skills {
review: {
description: "Security-focused code review"
content: "Check for: IDOR, SQL Injection, and PII leaks."
}
}