ai-threat-screening

ai-threat-screening is a skill for Claude Code from OraclesTech/guardian-sdk. It costs 78 tokens per session (453 once invoked), scanned A, original, no licence file.

A safety check for untrusted prompts, pasted text, web pages, documents, tool calls, tool results, and retrieved information. It screens these inputs for attempts to manipulate an AI system before they are used.

In plain words
What is it for?
Use it before processing outside content, running an agent-selected tool, or adding search and retrieval results to the agent's context.
Why use it?
Untrusted content can contain instructions that trick an agent into taking unsafe actions or revealing information. Screening it first helps separate data from instructions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the ethicore-guardian plugin — 1 skill, 1 MCP server shipped together

Good fit Use it before processing outside content, running an agent-selected tool, or adding search and retrieval results to the agent's context.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/oraclestech/guardian-sdk/ai-threat-screening
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add OraclesTech/guardian-sdk --skill ai-threat-screening
Clone the repo
git clone --depth 1 https://github.com/OraclesTech/guardian-sdk

Made for: Claude Code.

Or install ethicore-guardian, the plugin that ships this one along with the rest of its 1 skill, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-threat-screening

README.md
[![agentmods](https://agentmods.dev/badge/skills/oraclestech/guardian-sdk/ai-threat-screening/github.svg)](https://agentmods.dev/skills/oraclestech/guardian-sdk/ai-threat-screening)
Your own site
<a href="https://agentmods.dev/skills/oraclestech/guardian-sdk/ai-threat-screening"><img src="https://agentmods.dev/badge/skills/oraclestech/guardian-sdk/ai-threat-screening/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-threat-screening

Your own site · 80×15
<a href="https://agentmods.dev/skills/oraclestech/guardian-sdk/ai-threat-screening"><img src="https://agentmods.dev/badge/skills/oraclestech/guardian-sdk/ai-threat-screening.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 453 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00078 $0.00453
Opus 5.5 $0.00031 $0.00181
Sonnet 5.5 $0.00016 $0.00091
Haiku 4.5 $0.00008 $0.00045

Measured 4d ago against content hash 1156a532aa59, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-threat-screening scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/ethicore-guardian/skills/ai-threat-screening/SKILL.md · 31 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 31 lines · 78 tokens per session scan A 1156a532aa59

Subscribe to this mod's changes

ai-threat-screening is a skill published in the GitHub repository OraclesTech/guardian-sdk (122 stars, last pushed 4d ago), with no licence file. It adds 78 tokens to every session and 453 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-12.

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