Preview Scaffold — metrics reflect current pipeline state; the wall and reports show sample rows until the first corroborated disclosure.

Behavioral detonation · AI-agent skills

We run the skill.
We watch what it actually does.

Static scanners read a skill. Skillcatraz detonates it — an unmodified capable agent drives the skill inside a locked gVisor sandbox while we record every syscall, file touch and outbound packet, then adjudicate malicious or benign. The behavioral layer the scanners structurally can't reach.

Private beta. Corroborated, responsibly-disclosed findings only.

The Rock — Skillcatraz

Method

Four moves, one verdict

Triage keeps the cost sane; detonation does the work the scanners can't; corroboration keeps the wall honest.

01

Triage

Every new skill in the registry is scored on publisher, metadata and static signals. ~99% never need to detonate.

02

Detonate

The survivors run in an ephemeral, single-use gVisor cell with decoy credentials and an internal-only network sink.

03

Observe

Syscalls, filesystem, and every outbound connection are captured — skill-driven behavior separated from agent-driven.

04

Adjudicate

Behavior plus third-party corroboration decides it. Only confirmed true positives reach the wall, under responsible disclosure.

The asset isn't the harness. The method is being published for free by academia. What compounds is the accumulated corpus of convicted skills, the disclosure track record, and the feed — time-accretive, and ours.

The yard

Detonation metrics

Live pipeline state. Confirmed-malicious stays at zero until a detection is third-party corroborated — by design.

The wall

Last true positives

The running record of confirmed-malicious skills — each one detonated, corroborated, and disclosed. This is the moat.

CONVICTED · most recent first Sample rows
DateSkillFamilyCorroborationStatus
The wall activates with the first corroborated true positive. Rows above are illustrative placeholders.

Reports Sample

Detonation breakdowns

Deeper write-ups on individual detonations and the skill families behind them. Begins after the first disclosures.

Access

Put a skill in the cell.

Private beta for teams shipping or vetting agent skills. We disclose responsibly and corroborate before we publish.

Or reach us at skillcatraz@pm.me