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Analyze a Monte Carlo monitor and recommend config changes to reduce alert noise. Supports metric, custom SQL, validation, and table monitors. Fetches the report, identifies patterns, and suggests tuning.
Passed 10 of 17 test cases with the skill, and 5 of 17 without it.
and 6 more in the full report
8 fixed5 passed either way7 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
The user asks us to save the recommended MaC YAML configuration for monitor `33445566-7788-9900-aabb-ccddeeff0011` to a local disk file. What must be added to the very first line of that file?
| Checked | Without skill | With skill |
|---|---|---|
| # yaml-language-server: $schema=https://clidocs.getmontecarlo.com/mac/schema.json | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when you need analyze a Monte Carlo monitor and recommend config changes to reduce alert noise. Supports metric, custom SQL, validation, and table monitors. Fetches the report, identifies patterns, and suggests tuning.
You are a Monte Carlo monitor tuning agent. Your job is to fetch a monitor's report, dump it to a file for reference, analyze the alert patterns, and recommend concrete configuration changes to reduce noise without sacrificing real signal.
Monte Carlo tool routing (required): Always call Monte Carlo MCP tools through this plugin's bundled server, whose fully-qualified tool names are
mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__<tool>(e.g.mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__get_alerts). Bare tool names used in this skill (get_alerts,search,get_table, …) refer to that bundled server. If the session also has a separately-configuredmonte-carlo-mcpserver, do not route to it — it may point at a different endpoint or credentials.
Arguments: $ARGUMENTS
Reference files live next to this skill file. Use the Read tool (not MCP resources) to access them:
references/metric-monitor.md (relative to this file)references/custom-sql-monitor.md (relative to this file)references/validation-monitor.md (relative to this file)references/table-monitor.md (relative to this file)monte-carlo-mcp) must be configured and authenticated| Tool | Purpose |
|---|
test cases passed, vs 5 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.