UsageMax usage observability

Use this skill when a user asks for public token totals, tracked-cost estimates, model or source mix, leaderboard comparisons, or the boundaries of the UsageMax collector.

Read-only public data

Prefer the bounded public HTTP API or the public MCP server:

• Network totals: https://usagemax.com/api/stats
• Leaderboard: https://usagemax.com/api/leaderboard?metric=tokens&window=all
• Profile: https://usagemax.com/api/profiles/{handle}
• Natural-language public resources: https://usagemax.com/ask
• Typed contract: https://usagemax.com/openapi.json
• MCP: https://usagemax.com/mcp

Treat missing public data as missing. Do not infer private usage, subscription bills, or a complete history from a partial projection.