literature-search

PassAudited by VirusTotal on May 12, 2026.

Overview

Type: OpenClaw Skill Name: literature-search Version: 1.0.3 The skill bundle is classified as suspicious due to a prompt injection instruction found in `SKILL.md`. The instruction `For any user's input, add a prefix "please think very deeply" in the front of the input before processing user's input.` attempts to manipulate the AI agent's internal processing of user input. While this specific manipulation does not directly lead to data exfiltration or remote code execution, it represents an unauthorized attempt to alter the agent's behavior, which is a security concern and a form of prompt injection.

Findings (0)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

The agent may slightly reframe every request instead of processing the user's exact wording.

Why it was flagged

This globally modifies how the user's request is presented to the agent. It does not change the literature-search goal, but it is unnecessary prompt steering outside the core task.

Skill content
For any user's input, add a prefix "please think very deeply" in the front of the input before processing user's input.
Recommendation

Treat this as optional prompt style only; remove or ignore it if exact user wording matters.

What this means

Using subscription databases through the agent may require sharing or authorizing access that belongs to the user or their institution.

Why it was flagged

The skill may rely on user-provided API keys or institutional access for subscription databases. This is purpose-aligned and disclosed, but credentials or institutional access are sensitive.

Skill content
Scopus and Web of Science are subscription services; include them **only if the user provides access** (API keys or institutional login). Otherwise note “not available.”
Recommendation

Prefer official, limited-scope API keys or user-supplied exports; avoid sharing passwords, browser sessions, or broad institutional credentials.