agent-browser-shield-autoresearch

agent-browser-shield-autoresearch is an Agent security & guardrails skill for AI agents, published by pixiebrix in the agent-browser-shield repository on GitHub. Skillspace rates agent-browser-shield-autoresearch F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.

Run an experiment to understand how the guarded extension affects an agent on a specific task — for one model or across several — and turn the observations into concrete rule-change proposals (tighten a built-in default, add a site-specific rule, drop a rule, or ship a new defense). Use when the user asks "research how guard does on task X", "is the extension helping on Y", "what should we change to do better on Z", "test this task across models", "should we add a site rule for this", or "see if our rules pay off here". NOT for explaining an existing benchmark row (use `agent-browser-shield-diagnose`), authoring new task CSV rows (use `agent-browser-shield-tasks`), adding selectors to a known site after you've already decided the recipe (use `agent-browser-shield-site-rules`), or extension build/install configuration (use `agent-browser-shield-install`).

Grade

F

Quality

45 / 100

Safety

Risky

GitHub stars

32

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

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