New Features / 新功能
Agent-Driven Probe-Optimizer Hybrid Architecture / Agent 驱动的探针-优化器混合优化架构
- Two-phase synergy: probe phase (DoE screening) -> optimization phase (Optuna Bayesian iteration)
- Agent autonomously decides: adjust ranges on edge_hit, switch samplers on ask_study_failed, early-stop on convergence
- 5 objective types, supports single/multi-objective/constrained optimization
- 两阶段协同：探针筛选关键参数 -> 贝叶斯迭代优化，agent 在阶段间自主决策，收敛速度显著提升
DevKit -- Agent Self-Extension / DevKit 开发包 -- Agent 自扩展
- Code generator: TOML -> gen_*.py -> CLI command, 10 reference definitions
- Agents complete the full extend pipeline autonomously
- 代码生成器：写 TOML 定义 -> 自动产出 CLI 命令，10 个参考实现
- Agent 可独立完成"查文档 -> 写 TOML -> 生成 -> 验证 -> 注册"全流程
Gateway Guard Layer / 守卫层 Gateway -- Runtime safety against CST pitfalls
- T2: Dirty-param simulation prevention / 脏参数仿真拦截
- T3: Save-after-farfield protection / 远场导出后防 save 损坏
- T4: Complex-to-dB conversion / 复数据自动转 dB
- T8: Non-gain quantity rejection / 非增益量拒绝
- All traps carry cst_raw + next_action for agent recovery
5 Pipeline Tools / 5 个管道工具 -- inspect-project, prepare-experiment, run-experiment, run-probe-phase, run-optimization-step
3D View Capture / 3D 模型截图 -- capture-3d-view + inspect-model-view
3D Farfield WebGL / 3D 远场 WebGL -- GPU 32400-face, zero-dep HTML
Refactoring / 重构
- Unified session, farfield consolidation, directory layering / session 统一、远场合并、目录分层
- 110 tools migrated to JSON Schema / 110 工具迁移至 JSON Schema
- Streamlined deployment: bootstrap + auto-register / 部署流程精简
- optimizer.py decoupled as pure-math / 解耦为纯数学模块
Testing / 测试
- Three-layer: contract (<30s) -> pipeline (CST) -> invariants (12 rules)
- 三层测试体系，pytest 迁移，20 gateway 纯逻辑测试
Fixes / 修复
- run-experiment: file-seq vs run_id solver detection
- capture-3d-view centering, farfield JS syntax, Convergence JS collision
- Skip run_id 0 for CST alias compatibility
Documentation / 文档
- README rewritten: capability map, architecture, extension guide
- SKILL.md: workflow reference + optimization framework