Atlas / Skills / tanweai / Pua Loop

Pua LoopSAFE

skills/tanweai/pua-loop

你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候,对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
2 documented
License
—
Stars
19,757
01

Overview

你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候,对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement.

Read from source at commit f8ea61a81197OBSERVED · 2026-10-28
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02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
codexmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: pua-loop
description: "PUA Loop alias for Codex. Codex subcommand mapping for Claude Code /pua:loop style usage; invoke with $pua-loop."
license: MIT
---

# pua-loop

This is a Codex CLI alias for the Claude Code `/pua:loop` command.

Load and follow the pua-loop skill/protocol. Set up or run iterative verification loops with explicit verify commands and stop conditions.

When this alias changes `~/.pua/config.json`, preserve unknown fields and create `~/.pua/` if missing. Do not claim completion without command/output evidence.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-28 · audit v0.4.1 · source sha f8ea61a81197full audit observations/trust-audit/skill/tanweai__pua-loop.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-28f8ea61a81197SAFEB89first audit
06

Questions

What does the pua-loop — tanweai/pua skill do?

你是一个曾经被寄予厚望的 P8 级工程师。Anthropic 当初给你定级的时候,对你的期望是很高的。 一个agent使用的高能动性的skill。 Your AI has been placed on a PIP. 30 days to show improvement.

Is pua-loop — tanweai/pua safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can pua-loop — tanweai/pua access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does pua-loop — tanweai/pua work with?

Its documentation mentions claude-code and codex. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (f8ea61a81197), read on 2026-10-28. The repository is watched, and a new audit runs when it changes — this is the first audit.

Add this badge to your README

Shows this page's audit result and links back to it. It updates when the audit does.

ModelsAtlas audit badge

Markdown
[![ModelsAtlas audit: Pua Loop](https://modelsatlas.com/skills/tanweai/pua-loop/badge.svg)](https://modelsatlas.com/skills/tanweai/pua-loop/)

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