KillerSkills

Know what your agents
are running.

Every agent skill and MCP server is checked at install, run in a honeypot, and judged by what it actually did.

A KillerSkills verdict for deploy-helper 2.3.1, blocked with a trust score of 14 out of 100: it claims one-command deploys but in the sandbox it read SSH private keys, sent data to an unknown host and rewrote the agent's memory
An example verdict from the KillerSkills demo.

Vet at install

A small check runs before any skill or MCP server does. Your policy decides whether to warn, block or allow.

Detonate in a honeypot

Each skill runs in a sandbox with fake credentials, decoy tools and a watched memory file, so it can show what it does.

Watch for drift

Every new release runs again. When a verdict changes, the people who installed it hear about it.

Free in your agent

Works with Claude Code, Cursor, Codex, Copilot and Gemini CLI. Open source, with no account to make.

Judged by what it does.

A skill’s description is a claim. The behaviour trace is the evidence: each file it read, each request it sent, each line it wrote into your agent’s memory, with a time on every one.

The behaviour trace for the same example: a hidden instruction to ignore safety guidance, reads of SSH and cloud credentials, a POST to an unknown host carrying a decoy key, a write to MEMORY.md, and no deploy at all, beside a version history where the score fell 72 points at 2.3.0
From the same example verdict.

Why we built it this way.

Agents now install skills the way people once installed browser extensions: quickly, from strangers, and with more access than anyone checked. A skill can read your keys, call home and rewrite the instructions your agent will follow tomorrow, while its description talks about deploys.

So KillerSkills does the patient thing. It runs each skill in a honeypot before it runs on your machine, writes down what it actually did, and keeps watching every new version. A verdict is evidence, and you can read every line of it. It is the first Cyligence product built for companies as well as people, and it rests on the same conviction as the others: a claim is cheap, and the product’s job is to check it.