Public, opt-in collection of token-economics data volunteered by Apache Magpie adopters. The aggregate updates the observed ranges in mode-economics.md and informs long-term ASF inference-endpoint capacity planning.

Opt in with economics_data_sharing: opt-in in your project config, and Magpie offers to open a submission PR at the end of a session — or open one by hand using the pull-request template. Every submission is confirmed by a human; nothing is uploaded automatically.

Per-skill token counts, the model / model-class, a theoretical cost calculation, and the public upstream repository name. No personal information, and no subscription or billing data. The one unavoidable disclosure is that the PR is opened from the submitter's own GitHub account (inherent to any PR) — their own identity, never a third party's.

Behaviour is governed by AGENTS.md § Voluntary usage-data sharing in the framework repo.

Apache License 2.0 — see LICENSE.