Curriculum Generator

PassAudited by VirusTotal on May 12, 2026.

Overview

Type: OpenClaw Skill Name: curriculum-generator Version: 1.0.0 The skill is classified as suspicious due to its extensive and highly emphatic use of prompt injection techniques in SKILL.md, employing phrases like "YOU MUST", "DO NOT SKIP THIS", and "IMMEDIATELY" to strictly control the agent's execution flow. While the immediate objective of these instructions appears to be functional (e.g., ensuring resource links are populated, enforcing time limits, escalating when necessary), such aggressive agent manipulation is a high-risk behavior. Additionally, the skill frequently uses powerful `bash_tool` and `execute_bash` commands to run Python scripts for web searching (e.g., `python3 ~/.openclaw/skills/neo-ddg-search/scripts/search.py`), which, while for a stated purpose, represents a broad capability that could be misused.

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

Installing the recommended dependency or packages expands what must be trusted beyond this skill itself.

Why it was flagged

The skill relies on an external skill and user-installed Python packages that are not part of this instruction-only package.

Skill content
- **neo-ddg-search skill**: For web searching educational resources
  - Install: `clawhub install neobotjan2026/neo-ddg-search`
...
  pip3 install pandas openpyxl
Recommendation

Install those dependencies only from trusted sources, and review the neo-ddg-search skill and package provenance before using them.

What this means

Curriculum topics or search terms may be shared with the search provider and visible in debug output.

Why it was flagged

The skill sends curriculum topics through another skill to an external search service, which is expected for resource discovery but is still an external data flow.

Skill content
For each topic in the curriculum:
1. Executes DuckDuckGo search via neo-ddg-search
2. Extracts educational URLs from results
Recommendation

Avoid including private student, teacher, or organization details in search terms; use debug mode only when you are comfortable showing search queries and URLs.

What this means

POD details, curriculum assumptions, or prior decisions could persist locally and influence later curriculum generation.

Why it was flagged

The artifact discloses persistent local memory that may store curriculum-related context for future use.

Skill content
- Local memory storage for continuous improvement
...
- **Memory**: `~/.openclaw/skills/curriculum-generator/memory/`
Recommendation

Review or clear the memory folder when information is outdated or sensitive, and avoid storing unnecessary personal data.

NoteMedium Confidence
ASI10: Rogue Agents
What this means

Curriculum generation or research work may continue as a background task during normal use.

Why it was flagged

The README states that the skill supports background task execution, but the artifacts do not show hidden, self-propagating, or autonomous behavior outside the curriculum workflow.

Skill content
- ✅ Background task execution support
Recommendation

Monitor long-running tasks and stop them if they are no longer needed.