Persist agent attempt facts, resume metadata, bounded retry policy, and task diagnostics across worker and API boundaries. Add the database migration, OpenSpec artifacts, and regression coverage.
持久化 Agent 尝试事实、续跑元数据、有界重试策略和任务诊断信息，贯通 Worker 与 API 边界。补充数据库迁移、OpenSpec 工件和回归测试。
- Implement tests for the ImageProcessingWorker to validate task deduplication and policy interactions.
- Create tests for operation policy to ensure proper grant handling and error responses.
- Add tests for reverse image provider response structure to validate empty and malformed results.
- Develop comprehensive tests for scope resolution and service validation to ensure correct behavior in various scenarios.
Route executor-mode session inspection through the running Agent Compose service and keep TUI arguments interactive. Reject stale host-runtime fallback when Compose is unavailable and document the explicit host override.
将 executor 模式的会话检查路由到运行中的 Agent Compose 服务，保持 TUI 交互参数；Compose 不可用时拒绝回退到过期宿主 runtime，并记录显式 host 覆盖方式。
- Introduced output schema for meme retrieval records in JSON format.
- Created documentation for using SerpApi Google Lens for image retrieval.
- Implemented a script for persistent caching of Google Lens results, reducing redundant API calls.
- Added tests for OpenCode candidate extraction, validation, and persistent task handling.
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