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feat(evolution): give review agent full context, add knowledge signal, polish UX

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zhayujie
2026-06-08 20:06:01 +08:00
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11 changed files with 128 additions and 42 deletions
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docs/memory/self-evolution.mdx
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@@ -18,7 +18,7 @@ Self-Evolution focuses on three things:
| Goal | Description |
| --- | --- |
| **Consolidate memory** | Record important preferences, decisions, and facts from the conversation, filling in what the main chat may have missed |
| **Improve skills** | When a skill shows a problem in use (such as a wrong setting or a missing step), fix the skill file directly instead of just noting it; create a new skill when one is genuinely needed |
| **Improve skills** | ① When a skill shows a problem in use (such as a wrong setting or a missing step), fix the skill file directly; ② when a reusable workflow emerges, turn it into a new skill so it can be reused next time |
| **Follow up on unfinished tasks** | Spot the to-dos left in a conversation and finish them when possible |
Once a review is done, if it actually changed something, the Agent tells you in a single line what it just learned and what it adjusted, so you can decide whether to roll it back.