Beacon Cloud reviews your agent sessions and surfaces three kinds of findings.
Security
Risky things your agents did
Beacon flags actions that could hurt you, such as a secret pasted into a prompt, a destructive command, an agent bypassing its permissions, or a call to an unknown MCP server. Each finding shows what happened, which session it was in, and how to fix it.
Skill
Workflows worth reusing
When you walk an agent through the same steps more than once, Beacon notices and drafts a reusable skill from it. Download the skill and every agent you use can do the job right the first time.
Behavior
Patterns in how you work with agents
Beacon spots habits that cost you time or money, such as retry loops, abandoned sessions, approvals you always grant, or expensive models used for simple tasks. Each finding comes with a suggestion for working faster or cheaper.