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Skill scan report

paperclip

View on GitHub
29 Medium This skill executes remote code during use. Automated analysis flagged 1 additional risk pattern.

What this skill does

A tool for searching and reading biomedical papers, regulatory documents, clinical trials, and other scientific data through a CLI and Python SDK. It provides access to a virtual filesystem and suppor

github/k-dense-ai - Privilege Escalation - 33.1k stars

ThreatsPrivilege Escalation Remote Code Execution

Threat analysis

Privilege Escalation1 finding
Remote Code Execution1 finding

Skill info

Namek-dense-ai/paperclip
Registrygithub
Version3956e54
PURLpkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=paperclip
Stars33.1k

Assessments (2)

Privilege Escalation1 finding HIGH
HIGH

Privilege Escalation via local-llm-review

SKILL.md

self-update
Remote Code Execution1 finding LOW
LOW

Remote Code Execution via local-llm-review

references/installation.md

curl -fsSL https://paperclip.gxl.ai/install.sh | bash

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How Anomity governs this at runtime

Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.

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Methodology and disputes

Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of paperclip? Report an issue or request a rescan.

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