Atlas / Skills / paperclipai / Browse

BrowseCAUTION

skills/paperclipai/browse
Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
—
Stars
919
01

Overview

An agent skill published by paperclipai.

Read from source at commit 144776592aa6OBSERVED · 2026-10-13
Advertisement
02

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: browse
description: >
  Headless Chromium CLI for QA testing and site dogfooding. 100-200ms per
  command after startup. Persistent state with cookies, tabs, sessions.
  Snapshot system with element refs. Navigate, interact, verify page state,
  take screenshots, check responsive layouts, test forms, handle dialogs.
metadata:
  sources:
    - kind: github-file
      repo: garrytan/gstack
      path: SKILL.md
      commit: f4bbfaa5bdfd2d6ce59541c2145432febde57fed
      attribution: Garry Tan
      license: MIT
      usage: referenced
---
03

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
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 (2)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
.agents/skills/company-creator
.agents/skills/company-creator
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
.claude/skills/company-creator
.claude/skills/company-creator
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha 144776592aa6full audit observations/trust-audit/skill/paperclipai__browse.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-13144776592aa6CAUTIONB89first audit
05

Questions

Is Browse safe to install?

With care. The audit graded it B (89/100) and found 2 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Browse access on my machine?

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

How current is this page?

The grade is for one exact copy of the source (144776592aa6), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

Advertisement