pudo-optimize

pudo-optimize is a cursor rule for Cursor from DongDuong2001/pudo-code-system. It costs 12 tokens per session (122 once invoked), scanned A, original, MIT.

A release-review checklist for checking correctness, maintainability, security, performance, documentation impact, and whether a change meets its success criteria.

In plain words
What is it for?
Use it before merging, deploying, or handing off changes to review the code, run relevant checks, and record useful follow-up risks.
Why use it?
It reduces the chance of shipping unfinished work, unrelated changes, broken public interfaces, or undocumented risks.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit Use it before merging, deploying, or handing off changes to review the code, run relevant checks, and record useful follow-up risks.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/dongduong2001/pudo-code-system/pudo-optimize
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/DongDuong2001/pudo-code-system

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 pudo-optimize

README.md
[![agentmods](https://agentmods.dev/badge/rules/dongduong2001/pudo-code-system/pudo-optimize/github.svg)](https://agentmods.dev/rules/dongduong2001/pudo-code-system/pudo-optimize)
Your own site
<a href="https://agentmods.dev/rules/dongduong2001/pudo-code-system/pudo-optimize"><img src="https://agentmods.dev/badge/rules/dongduong2001/pudo-code-system/pudo-optimize/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 pudo-optimize

Your own site · 80×15
<a href="https://agentmods.dev/rules/dongduong2001/pudo-code-system/pudo-optimize"><img src="https://agentmods.dev/badge/rules/dongduong2001/pudo-code-system/pudo-optimize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 12 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 122 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00012 $0.00122
Opus 5.5 $0.00005 $0.00049
Sonnet 5.5 $0.00002 $0.00024
Haiku 4.5 $0.00001 $0.00012

Measured 1mo ago against content hash 8bb9459d4df4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pudo-optimize 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.

cursor/.cursor/rules/pudo-optimize.mdc · 18 lines

What it actually says

PUDO Optimize Rule

Before finishing:

  • Self-review correctness, maintainability, security, performance, and documentation impact.
  • Confirm changes satisfy the success criteria.
  • Run relevant checks or explain skipped checks.
  • Verify no unrelated files, tests, or public contracts were changed.
  • Document residual risks and follow-up only when useful.
  • Apply Release Gate criteria for merge, deploy, or handoff.

Use quality/review documents when available; otherwise use quality/qc-checklists.md.

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 · 18 lines · 12 tokens per session scan A 8bb9459d4df4

Subscribe to this mod's changes

pudo-optimize is a cursor rule published in the GitHub repository DongDuong2001/pudo-code-system (5 stars, last pushed 11d ago), licensed MIT. It adds 12 tokens to every session and 122 once invoked, about $0.0000 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 2026-08-31.