SKILL

m365-agent-evaluator

Use this skill when a user wants to create, run, or analyze evaluation suites for Microsoft 365 Copilot declarative agents with the public @microsoft/m365-copilot-eval CLI. Trigger on intents such as "evaluate my agent", "test my agent", "run my evals", "create eval prompts", "add multi-turn tests", "tune evaluator thresholds", "why is my agent failing", or "set up eval environment variables".

Target: Software development & testing. Automatically collected · unverified.

Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • M365 Agent Evaluator
  • Always use this CLI invocation
  • Activation workflow
  • Current dataset contract
  • Public evaluator names
  • Common commands
  • Version and PATH safety
  • File conventions

Use this skill to help users evaluate Microsoft 365 Copilot declarative agents with @microsoft/m365-copilot-eval. The skill designs schema-compatible eval datasets, runs the public preview CLI, analyzes results, and recommends targeted fixes. Default to Microsoft 365 Agents Toolkit (ATK) projects when detected, but do not hard-stop solely because the current directory is not ATK. The CLI can also evaluate deployed agents with an explicit M365AGENTID or --m365-agent-id. Do not recommend the old private aka.ms installer, global installs, bare runevals, bare npx runevals, --input, or --html. 1. Identify the user goal: setup, dataset authoring, running evals, analyzing results, or updating an existing eval suite. 2. Load only the reference needed for the current goal: references/workflow.md for the end-to-end operator workflow and CLI commands. references/azure-setup.md for prerequisites, env files, and secret handling. references/eval-templates.md when creating or editing eval datasets. references/pra-framework.md when deciding what scenarios to generate. references/result-analysis.md after JSON/CSV/HTML results exist. references/guardrails.md before writing files, handling secrets, c

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
microsoft/skills
Source file
.github/plugins/microsoft-365-agents-toolkit/skills/m365-agent-evaluator/SKILL.md
Fixed revision
9287b443662d2433c85621c7325ee72a0ce499b5
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Author: Microsoft Skills · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T19:02:08.014Z.

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License and attribution

MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.

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