Research catalog
The 43 VolvenceZero research candidates imported from docs/moving forward/探索方向.md. Each candidate carries adoptable suggestions that can be turned into plugins + A/B runs.
| Code | Title | Group | Priority | R-IDs | Evaluation | Status | ROI |
|---|---|---|---|---|---|---|---|
| CMA-2 | 实现 VZ-MemProbe 评估套件（CMA 4 探针 VZ 化）5 actions | CMA | P1/M | — | Spec-level | PROPOSED | — |
| CMA-3 | ModificationGate 加 memory drift telemetry / anomaly report4 actions | CMA | P1-P2/S-M | — | Spec-level | PROPOSED | — |
| COG-10 | Plasticity-stability 作为长期能力：巩固、遗忘边界、可逆可塑性3 actions | COG | P1-P2/M | — | Spec-level | PROPOSED | — |
| COG-11 | Agentic EQ / relationship 长程评估：证明关系存在质量，而不只是任务成功4 actions | COG | P1/M | — | Spec-level | PROPOSED | — |
| COG-4 | Environment Interface 闭环：Observe → Act → Assimilate → PE 作为 typed world feedback3 actions | COG | P1/M | — | Spec-level | PROPOSED | — |
| COG-5 | R13 压缩-强化交替作为一等工程程序，而非隐含原则3 actions | COG | P1/M | — | Spec-level | PROPOSED | — |
| COG-6 | Epistemic PE / Active Inference routing：区分可学习误差与噪声，再驱动 β_t / curiosity3 actions | COG | P1/M | — | Spec-level | PROPOSED | — |
| COG-7 | Latent reasoning / test-time compute budget：何时多想、在哪个 latent 层多想、何时停止3 actions | COG | P1/S-M | — | Spec-level | PROPOSED | — |
| COG-8 | Mechanistic interpretability 作为 owner health / drift readout，而非运行时任意 steering3 actions | COG | P1/M | — | Spec-level | PROPOSED | — |
| EVO-1 | ModificationGate 候选 archive = MAP-Elites + island（行为描述符 × elite + 岛间限速迁移）3 actions | EVO | P1/M | — | Spec-level | PROPOSED | — |
| EVO-3 | Scenario package = QD behavior archive（regime × 强度 × rupture 格点 elite）3 actions | EVO | P1/M | — | Spec-level | PROPOSED | — |
| OA-4 | 实现 VZ-Audit Agent 作为 ModificationGate 标配4 actions | OA | P1/M | — | Spec-level | PROPOSED | — |
| OA-5 | 实现 VZ-Spec-Stress 工具（cross-instance disagreement）5 actions | OA | P1/M | — | Spec-level | PROPOSED | — |
| OA-6 | 给 metacontroller 加 prompt-injection 抗操控测试5 actions | OA | P1/M | — | Spec-level | PROPOSED | — |
| OA-7 | 给 derived 层加 chunky-routing 自检（SURF）5 actions | OA | P1/M | — | Spec-level | PROPOSED | — |
| SYS-3 | KV Cache Steering 作为无梯度潜空间注入口：Mind 到 Face 的物理控制通道3 actions | SYS | P1/M | — | Spec-level | PROPOSED | — |
| SYS-4 | 引入 A-Mem 的 Zettelkasten 卡片演化 Schema：让 Derived Layer 有坚实的图谱结构3 actions | SYS | P1/M | — | Spec-level | PROPOSED | — |