终结 Agent 无限规划：认知循环让判断有来处、反馈有归因、规划必收口；记忆完全本体化（v0.4.4+）——写侧三本体条目（event 记忆本体 / fact 知识本体 / rule 规则本体）+ ontology 投影一等公民，注入段按序承载（知识→规则→事件→冷储）；判分身份职责入架构（口径一致、判据绑定来源、同题同标，漂移清单沉入判分领域本体）；联动 linghun-assembler A2A 记忆管理团队，让子智能体的判断履历反哺主脑。不是人设卡，是判断力——给 DeepSeek Harness

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Conduct a retrospective on a coding session.

Pursue a long-running goal in a single session by co-ordinating subagents.