contextledger

@user_15292d5a/yjkj-contextledger

Evidence-first knowledge auditing skill that upgrades connected knowledge into an auditable conclusion card. It traces which sources support a conclusion, marks which cited source is oldest or stale, surfaces source conflicts, separates direct evidence from inference, and ends with the most reliable next judgment. Use when the user says things like "这个结论从哪来的", "哪份资料已经旧了", "这些资料互相冲突怎么办", "不要长摘要，给我证据卡", or "哪些地方只是推断不是证据".

v1.0.0