Book a 30-minute demo →
Skill scan report

humanize-ppt

View on GitHub
35 Medium This skill contains prompt-injection style instructions. Automated analysis flagged 1 additional risk pattern.

What this skill does

Presentation system for agent-made PPTs - turns raw material into an AST outline with visual-enhancement decisions, hands a production brief to a downstream renderer, and runs a presentation checkup o

github/nexu-io - Prompt Injection - 84.9k stars

ThreatsPrompt Injection Dangerous Code Execution

Threat analysis

Prompt Injection1 finding
Dangerous Code Execution1 finding

Skill info

Namenexu-io/humanize-ppt
Registrygithub
Versionbf71452
PURLpkg:github/nexu-io/open-design@bf71452?skill=humanize-ppt
Stars84.9k

Assessments (2)

Prompt Injection1 finding HIGH
HIGH

Prompt Injection via skillspector

references/guizang-production-brief-orchestrator.md

<!-- SLIDES_HERE -->`,
add a `postMessage` bridge, render a fake `outputs/guizang/index.html`.
This broke every time Guizang's template changed:

- `function go(n)` renamed or removed
- `[必填] 替换为 PPT 
Dangerous Code Execution1 finding MEDIUM
MEDIUM

Dangerous Code Execution via skillspector

scripts/humanize_ppt_v2.py

            subprocess.run(
                ["git", "clone", "--depth", "1", BEAUTIFUL_REPO_URL, str(cache)],
                check=True,
                stdout=subprocess.DEVNULL,
                std

Badge

Add the Anomity scan badge for humanize-ppt to your README.

Anomity Skill Check badge

Markdown
[![Anomity Skill Check](https://anomity.ai/skills/badge.svg)](https://anomity.ai/skills/github/nexu-io/humanize-ppt/)
HTML
<a href="https://anomity.ai/skills/github/nexu-io/humanize-ppt/"><img src="https://anomity.ai/skills/badge.svg" alt="Anomity Skill Check"></a>
Image URL
https://anomity.ai/skills/badge.svg

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.

Book a 30-minute demo to see your own skill inventory.

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 humanize-ppt? Report an issue or request a rescan.

Ask AI about Anomity
ChatGPT Claude Perplexity Google AI Grok