EVO-4EVOP2/SSpec-levelPROPOSED
Meta-prompt 在 expression 层 SHADOW 内演化(不改 z_t/β_t)
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Evaluation modality
Spec-levelA spec-motivation / governance borrow. Evaluated by spec review + contract tests, not A/B or ablation.
- Primary owner
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- Phase-A verdict
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- Shadow profile
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- Source papers
- AlphaEvolve §2.2 meta-prompt evolution
- Specs
- .cursor/rules/llm-prompt-centralization.mdcdocs/specs/expression-layer.mddocs/specs/multi-timescale-learning.md
Blind spot (现状盲点)
反思 / 总结 / 面向用户的措辞模板若长期纯手工维护,改进节拍慢;AlphaEvolve §2.2 **meta prompt evolution** 表明 **提示指令可与程序共演化**。
Adoptable suggestions (可落地动作)
- 1.在 [`.cursor/rules/llm-prompt-centralization.mdc`](../../.cursor/rules/llm-prompt-centralization.mdc) 约束下,为 **expression / reflection** 模板增加 ** evolution slot**。PROPOSED
Not a runnable A/B candidate — evaluated by the path above, not ablation.
- 2.仅在 **SHADOW** WiringLevel 迭代候选模板;用 **同一 evaluation cascade**(EVO-2)验收。PROPOSED
Not a runnable A/B candidate — evaluated by the path above, not ablation.
- 3.**绝不**将演化结果接入 **z_t / β_t** 或 **Face 梯度**(R4)。PROPOSED
Not a runnable A/B candidate — evaluated by the path above, not ablation.
Traceability
No plugins / runs linked yet. Scaffold a suggestion to start.
Expected benefit (预期收益)
- 吸收 **meta-prompt** 吞吐红利而不触碰内部控制空间。 - 与 **OA-8**「弱模型 + 工具」 reflection 架构可并行评估成本。
Cited paper (引用论文)
**AlphaEvolve** §2.2 Prompt sampling(Meta prompt evolution)。 ---