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The previous wording invited agents to pin too much: any opened PR, external link, or "fact future agents will want one-glance access to" was framed as worth writing, with no explicit upper bound. In practice this caused metadata bags to accumulate single-run details and description-summary noise instead of the small set of repeatedly-read values the feature was designed for. Rework the agent runtime brief and the CLI docs to lead with the bar: write a key only when it is materially important AND likely to be re-read by future runs on the same issue. "Most runs write zero new keys" is now stated as the expected case, and the workflow exit step is rewritten to mirror the same gate. Recommended-key list, safety boundaries, and stale-key cleanup are preserved so the locked-in test anchors still pass. Co-authored-by: multica-agent <github@multica.ai>