marten-runtime

Use when a user wants to build, search, inspect, delete, or reindex a namespace-scoped knowledge base through the runtime knowledge tool.

Use only inside internal review subagents to classify bounded self-improve evidence into lesson proposals, skill proposals, or nothing worth saving.

Use when the user wants to view or manage existing 自动任务、定时任务、recurring jobs, or scheduled digests, including query, modify, pause, resume, or delete requests.

Always-on Feishu formatting constraints for final user-visible replies. Use when the answer is heading to Feishu and must stay compact, skimmable, and card-friendly.

Use when the user wants to inspect self-improve candidates, active runtime lessons, or remove an incorrect candidate.

Use when the runtime needs to synthesize lesson candidates from repeated failures and later recoveries for the default main agent.