optimization-integration

optimization-integration is a cursor rule for Cursor from bia-technologies/yaxunit. It costs 2,319 tokens per session, scanned A, original, Apache-2.0.

A coordination guide that connects Memory Bank setup with context handling, complexity levels, mode transitions, creative work, and documentation.

In plain words
What is it for?
Managing project context, choosing task-specific workflows, preserving notes between phases, and updating documentation.
Why use it?
It organizes several process improvements so they can work together across different kinds of tasks.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit Managing project context, choosing task-specific workflows, preserving notes between phases, and updating documentation.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/bia-technologies/yaxunit/optimization-integration
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.

Clone the repo
git clone --depth 1 https://github.com/bia-technologies/yaxunit

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 optimization-integration

README.md
[![agentmods](https://agentmods.dev/badge/rules/bia-technologies/yaxunit/optimization-integration/github.svg)](https://agentmods.dev/rules/bia-technologies/yaxunit/optimization-integration)
Your own site
<a href="https://agentmods.dev/rules/bia-technologies/yaxunit/optimization-integration"><img src="https://agentmods.dev/badge/rules/bia-technologies/yaxunit/optimization-integration/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for optimization-integration

Your own site · 80×15
<a href="https://agentmods.dev/rules/bia-technologies/yaxunit/optimization-integration"><img src="https://agentmods.dev/badge/rules/bia-technologies/yaxunit/optimization-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 2,319 This file is loaded in full into every session.
When invoked 2,319 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.02319 $0.02319
Opus 5.5 $0.00928 $0.00928
Sonnet 5.5 $0.00464 $0.00464
Haiku 4.5 $0.00232 $0.00232

Measured 1mo ago against content hash b750aab3f916, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

optimization-integration 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 1mo 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.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

.cursor/rules/isolation_rules/Core/optimization-integration.mdc · 321 lines

How it starts

The opening of the file, as written. The whole thing — 321 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MEMORY BANK OPTIMIZATION INTEGRATION

TL;DR: This file serves as the integration point for all Memory Bank optimizations, coordinating the various optimization components to work seamlessly together.

🔄 OPTIMIZATION INTEGRATION FLOW

graph TD
    Start["Memory Bank<br>Initialization"] --> HRL["Hierarchical<br>Rule Loading"]
    HRL --> ACM["Adaptive<br>Complexity Model"]
    ACM --> DCM["Dynamic<br>Context Management"]
    DCM --> TMO["Transition<br>Optimization"]
    
    subgraph "Level-Specific Optimizations"
        L1["Level 1<br>Optimizations"]
        L2["Level 2<br>Optimizations"]
        L3["Level 3<br>Optimizations"]
        L4["Level 4<br>Optimizations"]
    end
    
    ACM --> L1 & L2 & L3 & L4
    
    L1 & L2 & L3 & L4 --> CPO["Creative Phase<br>Optimization"]
    
    CPO --> PDO["Progressive<br>Documentation"]
    TMO --> PDO
    
    PDO --> MBO["Memory Bank<br>Optimization"]
    
    style Start fill:#4da6ff,stroke:#0066cc,color:white
    style HRL fill:#ffa64d,stroke:#cc7a30,color:white
    style ACM fill:#4dbb5f,stroke:#36873f,color:white
    style DCM fill:#d94dbb,stroke:#a3378a,color:white
    style TMO fill:#4dbbbb,stroke:#368787,color:white
    style CPO fill:#e699d9,stroke:#d94dbb,color:white
    style PDO fill:#d971ff,stroke:#a33bc2,color:white
    style MBO fill:#ff71c2,stroke:#c23b8a,color:white

📋 OPTIMIZATION COMPONENT REGISTRY

// Optimization component registry pseudocode
const optimizationRegistry = {
  // Core optimizations
  hierarchicalRuleLoading: {
    file: "Core/hierarchical-rule-loading.mdc",
    dependencies: [],
    priority: 1
  },
  adaptiveComplexityModel: {
    file: "main-optimized.mdc",
    dependencies: ["hierarchicalRuleLoading"],
    priority: 2
  },
  modeTransitionOptimization: {
    file: "Core/mode-transition-optimization.mdc",
    dependencies: ["hierarchicalRuleLoading", "adaptiveComplexityModel"],
    priority: 3
  },
  
  // Level-specific optimizations
  level1Optimization: {
    file: "Level1/optimized-workflow-level1.mdc",
    dependencies: ["adaptiveComplexityModel"],
    priority: 4
  },
  
  // Feature-specific optimizations
  creativePhaseOptimization: {
    file: "Phases/CreativePhase/optimized-creative-template.mdc",
    dependencies: ["hierarchicalRuleLoading", "adaptiveComplexityModel"],
    priority: 5
  }
};

Read the full file on GitHub · 321 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. 1mo ago First seen · 321 lines · 2,319 tokens per session scan A b750aab3f916

Subscribe to this mod's changes

optimization-integration is a cursor rule published in the GitHub repository bia-technologies/yaxunit (340 stars, last pushed 10d ago), licensed Apache-2.0. It adds 2,319 tokens to every session, about $0.0093 per session on Opus 5.5. 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 2026-09-01.