Catalog
EVO-4EVOP2/SSpec-levelPROPOSED

Meta-prompt 在 expression 层 SHADOW 内演化(不改 z_t/β_t)

Evaluation modality

Spec-level

A spec-motivation / governance borrow. Evaluated by spec review + contract tests, not A/B or ablation.

Primary owner
Phase-A verdict
Shadow profile
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. 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. 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. 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)。 ---