pua-ja

A set of rules for pushing an agent through repeated failures with forceful workplace-style language and a structured debugging process.

In plain words
What is it for?
It applies to any task where the agent needs to investigate, try a different approach, and verify the result instead of stopping early.
Why use it?
It is meant to prevent the agent from giving up, repeating the same approach, or blaming the environment without checking it. It activates after repeated failures or passive behavior.

Cursor rule

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/tanweai/pua/pua-ja
Clone the repo
git clone --depth 1 https://github.com/tanweai/pua
Per session 174 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,507 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
Origin unknown 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 $0.00174 $0.03507
Opus 5 $0.00087 $0.01754
Sonnet 5 $0.00035 $0.00701
Haiku 4.5 $0.00017 $0.00351

Measured yesterday against content hash 2102fa3b8b8a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

pua-ja scanned grade A with 1 finding 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 yesterday.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| 交付検証 | コードを書き終えて口で「完了」と言う | 自分でbuild/test/curlを回し、通過した出力を貼り、証拠をもって「完了」と言う |
cursor/rules/pua-ja.mdc · 148 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. yesterday First seen · 148 lines · 174 tokens per session scan A 2102fa3b8b8a

Subscribe to this mod's changes

pua-ja is a cursor rule published in the GitHub repository tanweai/pua (19,552 stars, last pushed 3d ago), with no licence file. It adds 174 tokens to every session and 3,507 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.