Issues

• [Good first issue] 建立能力与 Provider 覆盖矩阵：让项目价值有证据可查

  claimeddocumentationgood first issuehelp wantedpriority:next
  ydflow/Trail#36 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core
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• [Good first issue] 研迹助手键盘操作、可访问性与窄窗口审计

  area:desktopenhancementgood first issuehelp wantedpriority:next
  ydflow/Trail#35 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core

• [Good first issue] 补充开发启动与常见问题排查手册

  documentationgood first issuehelp wantedpriority:next
  ydflow/Trail#34 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core

• [Research] Harness² × RSI 融合实验：离散组合、协方差适应与长期记忆的消融验证

  area:evaluationenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#33 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Research] 受控 RSI 外循环：候选生成、沙箱评测、审核晋升与回滚

  area:harnessenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#32 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Research] Harness² 双层递归：任务内 Propose–Probe–Compose 与跨任务经验

  area:harnessenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#31 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Research] 协方差矩阵适应：探索连续 Harness 参数的递归优化

  area:harnessenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#30 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Research] 离散组合评分：评估 Skill × Tool × Workflow × Model 的协同配置

  area:harnessenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#29 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Research] 版本化任务轨迹与隔离评测集：为自我改进建立证据基座

  area:evaluationenhancementhelp wantedpriority:laterstatus:researchtype:research
  ydflow/Trail#28 · Filter by author ydflow opened on Nov 8, 2026 · R1 · Harness² × RSI Research

• [Desktop] 记忆地图与任务运行视图：看得见的个人助理状态

  area:desktopenhancementhelp wantedpriority:later
  ydflow/Trail#27 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Personal Agent] 动作审批中心：预览、确认、执行结果与撤销边界

  area:personal-agentenhancementhelp wantedpriority:later
  ydflow/Trail#26 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Personal Agent] 个人每日简报：目标、待办与研究证据的统一视图

  area:personal-agentenhancementhelp wantedpriority:later
  ydflow/Trail#25 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Connectors] 个人资料能力适配层：先从本地文件与只读日历开始

  area:personal-agentenhancementhelp wantedpriority:later
  ydflow/Trail#24 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Personal Agent] 持久调度：周期任务、时区与错过触发策略

  area:personal-agentenhancementhelp wantedpriority:later
  ydflow/Trail#23 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Personal Agent] 个人目标与任务收件箱：从单次问答走向持续协作

  area:personal-agentenhancementhelp wantedpriority:later
  ydflow/Trail#22 · Filter by author ydflow opened on Nov 8, 2026 · M3 · Personal Workflows

• [Privacy] 记忆遗忘、导出与派生数据失效机制

  area:memoryenhancementhelp wantedpriority:later
  ydflow/Trail#21 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [Memory] 经历整合与经验提炼：保留原始证据的分层记忆

  area:memoryenhancementhelp wantedpriority:later
  ydflow/Trail#20 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [Memory] 可解释检索基线：相关性、时效、来源与上下文预算

  area:memoryenhancementhelp wantedpriority:later
  ydflow/Trail#19 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [Memory] 记忆候选写入、用户确认与纠正入口

  area:memoryenhancementhelp wantedpriority:later
  ydflow/Trail#18 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [Memory] Checkpoint × Memory 一致性：让恢复进度与记忆版本同步

  area:memoryenhancementhelp wantedpriority:later
  ydflow/Trail#17 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [RFC] 个人长期记忆模型：偏好、事实、经历与方法

  area:memoryenhancementhelp wantedpriority:latertype:rfc
  ydflow/Trail#16 · Filter by author ydflow opened on Nov 8, 2026 · M2 · Memory × Checkpoint

• [Desktop] 会话导入导出与重启后草稿恢复

  area:desktopenhancementhelp wantedpriority:next
  ydflow/Trail#15 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core

• [Testing] Durable 任务故障注入与恢复一致性测试矩阵

  area:evaluationenhancementhelp wantedpriority:later
  ydflow/Trail#14 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core

• [Runtime] 工具副作用日志与重放策略：区分读取、幂等写入和人工确认

  area:runtimeenhancementhelp wantedpriority:later
  ydflow/Trail#13 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core

• [Runtime] 将 Checkpoint 扩展到普通助手与长任务

  area:runtimeenhancementhelp wantedpriority:later
  ydflow/Trail#12 · Filter by author ydflow opened on Nov 8, 2026 · M1 · Durable Personal Core