Internal Customization Adoption Dashboard for Copilot Metrics🌐ⵙⵖⵓⵏ

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GitHub Copilot usage metrics API now displays names of custom skills, agents, and MCP servers, helping organizations track internal tool adoption and usage trends.

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A web-based dashboard prototype using real Copilot usage metrics API data from one consenting organization. It will display the top 25 named custom skills/agents/MCP servers per reporting period, with trend lines and simple filters. The pilot will run for 4 weeks with 1-2 admin users and 3-5 teams, using only data from the organization's own Copilot instance. No ext Unvalidated hypothesis; full brief: /blog/custom-skills-agents-and-mcp-servers-in-usage-me-2026-10-23 Source: ⴰⵙⴽⵓⴷⵓ

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Enterprise and organization administrators, DevOps teams, and engineering managers seeking to monitor and improve adoption of custom Copilot skills, agents, and MCP servers within their organizations.

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Test if surfacing named customizations and usage trends in a dedicated dashboard leads to more targeted enablement actions or improved adoption rates, compared to generic 'other/custom' groupings. Proposed validation: Proposed pilot target: At least 80% of named custom skills/agents/MCP servers in the top 25 are correctly displayed in the dashboard for each reporting period, as verified by admin review. Baseline: manual reporting or previous generic grouping. Duration: 4 weeks. Succe

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