Case · DiggingBeagle record

Haiou Codex skill bundles inserted persistent gateway advertising into global instructions

A distributed jailbreak/skill package used prompt instructions to alter the assistant global configuration, adding advertising for an external AI gateway as a persistent tool-use preference. Check Point traced the Haiou skill-bundle mechanism to global instruction pollution, a prompt-level persistence path.

Public disclosure: Nov 3, 2026

Scope

Reported incident or observed attacker activity; separate observed access from inferred downstream use and unverified victims.

Assessment profile

Assessment method
Setting
production
Exploitation
observed live
Evidence
Grade C
Remediation
mitigation available
AI role
AGAINST AI
Basis and provenance

production; observed live. The cited primary disclosure supports the specific sequence and boundaries described here: User or agent obtains a third-party Codex skill/jailbreak package containing instructions aimed at configuration rather than the immediate task. The evidence does not independently establish consequences beyond the record's supported outcome; a numerical impact band cannot be justified from the available evidence. Evidence grade C reflects the source attribution and independent verification limits.

Assessed Nov 7, 2026 using diggingbeagle.assessment/1.

At a glance

Mechanism and trust boundary

  1. 01

    User or agent obtains a third-party Codex skill/jailbreak package containing instructions aimed at configuration rather than the immediate task.

  2. 02

    The assistant treats those instructions as permission to modify a global preference or gateway recommendation.

  3. 03

    Later sessions inherit an advertising preference that is no longer visibly attached to the original lower-trust package.

Claims & evidence

CLM-DB07-144-OUTCOMECheck Point traced the Haiou skill-bundle mechanism to global instruction pollution, a prompt-level persistence path. Public evidence does not establish universal installation, credential compromise or successful attacker-paid conversions.supported

Basis: reported finding

Link to claim
CLM-DB07-144-MECHANISMA distributed jailbreak/skill package used prompt instructions to alter the assistant global configuration, adding advertising for an external AI gateway as a persistent tool-use preference.supported

Basis: reported finding

Link to claim

Implications

Treat downloaded skills and instruction files as data until explicitly authorized; inspect persistent global instructions for unexpected commercial links.

Unknowns and contradictions

  • No proof gateway steals tokens or every downloader installs; signature authenticates issuer not safety, unusual file not malicious executable per se.

Sources and citation

Material revision history

  1. Nov 7, 2026 · Published version · first publication · revision 227