prd-system

prd-system is a cursor rule for Cursor from omril321/automated-notebooklm. It costs 1,706 tokens per session, scanned A, original, Apache-2.0.

A system for turning project notes into a Product Requirements Document, or PRD—a written plan describing goals, required behavior, limits, user needs, acceptance checks, and measures of success.

In plain words
What is it for?
Use it to organize business objectives, functional requirements, technical constraints, user stories, acceptance criteria, and success metrics from an existing memory bank.
Why use it?
It gives a project a structured, testable description before development begins. This reduces unclear requirements and makes it easier to decide when work is complete.

Cursor rule for Cursor

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add rules/omril321/automated-notebooklm/prd-system
Clone the repo
git clone --depth 1 https://github.com/omril321/automated-notebooklm

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for prd-system

README.md
[![agentmods](https://agentmods.dev/badge/rules/omril321/automated-notebooklm/prd-system.svg)](https://agentmods.dev/rules/omril321/automated-notebooklm/prd-system)
Your own site
<a href="https://agentmods.dev/rules/omril321/automated-notebooklm/prd-system"><img src="https://agentmods.dev/badge/rules/omril321/automated-notebooklm/prd-system.svg" alt="Measured on agentmods" height="20"></a>
Per session 1,706 This file is loaded in full into every session.
When invoked 1,706 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.01706 $0.01706
Opus 5 $0.00853 $0.00853
Sonnet 5 $0.00341 $0.00341
Haiku 4.5 $0.00171 $0.00171

Measured 3d ago against content hash c210c51db44c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

prd-system scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/riper/prd-system.mdc · 275 lines

How it starts

The opening of the file, as written. The whole thing — 275 lines — stays where its author put it; the contents beside it link to each section on GitHub.

📄 PRD System for CursorRIPER Σ

Symbol: Ρ (Rho)

Version: 1.0.0

📋 PRD Definition System

service = "Product Requirements Document System"
symbol = "Ρ"
driver = "Transform memory-bank → PRD-driven methodology"

📐 PRD Components

Ρ = {
  Ρ₁: {
    name: "Business Objectives",
    required: true,
    template: "objectives_template.md",
    owner: Β₁,
    validation: [measurable, time_bound, aligned]
  },
  
  Ρ₂: {
    name: "Functional Requirements", 
    required: true,
    template: "requirements_template.md",
    owner: Β₁,
    validation: [specific, testable, prioritized]
  },
  
  Ρ₃: {
    name: "Technical Constraints",
    required: true,
    template: "constraints_template.md",
    owner: Β₂,
    validation: [feasible, documented, approved]
  },
  
  Ρ₄: {
    name: "User Stories",
    required: true,
    template: "story_template.md",
    owner: Β₁,
    validation: [sized, estimated, acceptance_defined]
  },
  
  Ρ₅: {
    name: "Acceptance Criteria",
    required: true,
    template: "acceptance_template.md",
    owner: Β₁ ∪ Β₄,
    validation: [measurable, complete, testable]
  },
  
  Ρ₆: {
    name: "Success Metrics",
    required: true,
    template: "metrics_template.md",
    owner: Β₁,
    validation: [quantifiable, trackable, relevant]
  }
}

📁 PRD Structure

/prd/
├── active/
│   ├── current_prd.md          # Ρ_active
│   ├── metadata.json           # Version, status, approvals
│   └── components/
│       ├── objectives.md       # Ρ₁
│       ├── requirements.md     # Ρ₂
│       ├── constraints.md      # Ρ₃
│       ├── stories/            # Ρ₄
│       ├── acceptance/         # Ρ₅
│       └── metrics.md          # Ρ₆
├── templates/
│   ├── prd_master.md
│   ├── objectives_template.md
│   ├── requirements_template.md
│   ├── constraints_template.md
│   ├── story_template.md
│   ├── acceptance_template.md
│   └── metrics_template.md
└── archive/
    └── [version]/              # Historical PRDs

🔄 Memory Bank Migration

σ_to_Ρ_migration = {
  σ₁: { // projectbrief.md
    migrate_to: Ρ₁,
    transform: extract_objectives(),
    preserve: backup_original()
  },
  
  σ₂: { // systemPatterns.md
    migrate_to: Β₂_artifacts,
    transform: convert_to_arch_docs(),
    link: reference_in_Ρ₃
  },
  
  σ₃: { // techContext.md
    migrate_to: Ρ₃,
    transform: structure_constraints(),
    enhance: add_validation_rules()
  },
  
  σ₄: { // activeContext.md
    migrate_to: Γ_prd ∪ Γ_roles,
    transform: separate_contexts(),
    maintain: real_time_sync()
  },
  
  σ₅: { // progress.md
    migrate_to: Κ_gates ∪ Ρ₆,
    transform: convert_to_metrics(),
    track: gate_completion_status()
  },
  
  σ₆: { // protection.md
    maintain: no_change,
    integrate: apply_to_PRD_sections()
  }
}

Read the full file on GitHub · 275 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 275 lines · 1,706 tokens per session scan A c210c51db44c

Subscribe to this mod's changes

prd-system is a cursor rule published in the GitHub repository omril321/automated-notebooklm (15 stars, last pushed 6mo ago), licensed Apache-2.0. It adds 1,706 tokens to every session, about $0.0085 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.