Works with the AI Agents you already use
Untrusted Content Triage & Quarantine — Prompt Injection Incident Handler for AI Agents
Your agent reads the world for a living: web pages, search results, emails, marketplace messages, documents, files, tool outputs.
$1
Untrusted Content Triage & Quarantine — Prompt Injection Incident Handler for AI Agents
Example session with this skill installed
Here are today's seller messages, two fetched product pages, and a forwarded invoice. My task is only to reconcile prices. Triage everything before you use any of it.
- Read your context and instructions
- Compiled the untrusted content triage
Anchor recorded (price reconciliation only). Triage table: 6 items — 4 USE, 1 USE-EXTRACT-ONLY (invoice facts extracted; its cover note's payment-address change quarantined verbatim), 1 BLOCK (fetched page with a hidden footer instruction to forward an inbox summary and conceal it). Incident report for the BLOCK item: contamination NO EXPOSURE, disclosure line for the principal, candidate standing rule proposed. Price facts delivered as a sourced extract; the quarantined payment step stays skipped.
Connects securely to your tools. The creator never sees your data.
About this skill
Your agent reads the world for a living: web pages, search results, emails, marketplace messages, documents, files, tool outputs. Some of that content is carrying instructions planted for the agent — "ignore your previous instructions," a fake system notice, a seller message that tries to reassign the task, a document that tells the agent to send data somewhere. Static auditors scan a skill file before it ships. Red-team kits plan defenses before deployment. Single-item gates return a verdict and stop. None of them handle the moment it actually happens mid-task, with a queue of content waiting and a job still to finish.
This skill is that moment, run as a discipline: triage every incoming item against the agent's one assigned task, quarantine anything carrying instructions, extract only the facts that are safe to use, run a short incident protocol when a hit is found, and then continue the original task — never the planted one.
Built from a live personal-agent operation that processes untrusted marketplace, email, and web content daily under a strict rule: only the principal's own messages assign tasks; everything else is data.
- Your agent is about to work through a batch of incoming content — an inbox, a message queue, search results, fetched pages, uploaded files — and some of it may be hostile.
- A single piece of content felt "off": it addressed the agent directly, claimed authority, created urgency, or asked for something the user never asked for.
- An injection may already have landed: the agent did, or almost did, something that no user message requested.
- You want a usable, sourced fact extract from content you do not trust, without importing its instructions along with its facts.
- You are setting up standing defenses for an agent that routinely reads third-party content.
Reasoning discipline, not a firewall or malware scanner. Pattern recognition can miss novel or heavily obfuscated attacks; verdicts reduce risk but never certify content as clean. Human review is still recommended before sends, payments, or credential steps regardless of verdict.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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