Explain and manage a host-mode duoduo installation after onboarding. Use when the user asks how duoduo works, how stdio/daemon/channel/session fit together, where duoduo stores config and state, how to inspect current setup, how to upgrade duoduo itself (including migrating to v0.5), where something lives on disk (kernel_dir, runtime_dir, .env, descriptor.md), how to archive or recover a specific session (`duoduo session archive`, sessions-archive directory, restoring an archived session), or for broad 'configure duoduo' / 'fix my duoduo' requests that haven't narrowed to a specific channel or runtime setting yet. Also trigger for Chinese: 帮我理解 duoduo, duoduo 是怎么工作的, 看看我现在的 duoduo 配置, 帮我管理 duoduo, 升级 duoduo, 升级到 v0.5 要注意什么, duoduo 哪个路径存什么, 归档 session, 删掉 session, 恢复归档 session.
Manage host-mode duoduo daemon-level settings, diagnostics, and the `duoduo session` CLI. Use for: daemon status/config/logs and running-daemon diagnostics; Claude/Codex runtime setup (codex auto-detected since v0.5.3: install codex + `codex login`) and default runtime (ALADUO_DEFAULT_RUNTIME); Codex sandbox (ALADUO_CODEX_SANDBOX); log level (ALADUO_LOG_LEVEL); telemetry persistence; cadence interval; other ALADUO_* keys in ~/.config/duoduo/.env; refreshing subconscious partition prompts from a published tag; archiving/pruning the usage ledger (var/usage). Session management: list/inspect sessions, name a session (alias), wake/notify another session by name or key (cross-session orchestration), archive a session. Chinese triggers: 启用 codex runtime, 设置默认 runtime, 打开 debug log, 关闭 telemetry, 调 cadence 频率, 查 daemon 配置/日志, 刷新潜意识, 清理 usage, 给会话起名, 列出会话, 唤醒/通知 session, 归档会话, 跨会话编排. Does NOT handle channel-kind settings (Feishu/WeChat/ACP) — those live in duoduo-channel-admin.
Manage duoduo's idle auto-compact for channel sessions — enable/disable per conversation, read the measured compaction stats, and retune thresholds with the break-even formula when the owner changes model/backend or asks about idle-session cost. Trigger when the owner mentions 自动压缩/smart compaction/压缩策略, asks why a session was compacted (a compact notice appeared), switches a session to a metered or short-cache-TTL backend, or asks to protect a conversation from compaction. Also use proactively right after the FIRST auto-compaction of a session you manage — that event carries the calibration measurement.
Install, start, stop, inspect, reset, and configure duoduo host-mode channels. Use when the request involves: channel lifecycle (install/list/start/stop/status/logs), Feishu setup card or /setup command, Feishu owner DM / main session / FEISHU_BOT_OWNER configuration, the 'main session is locked' refusal, stale card error, resetting a bound Feishu chat, WeChat QR login or packaging, ACP editor integration, channel descriptor editing (kind vs instance). Also trigger for Chinese: 拉起 feishu 通道, 拉起微信 channel, 配置 channel 提示词, 改 stdio 的 workspace, 查看 channel 状态, 飞书机器人怎么配, 设置 owner, 清除 session, 重置 channel, v0.5 升级 feishu 安全.
Set up, manage, and troubleshoot recurring loops on a duoduo install — the /loop command and the background jobs it creates. Use when the user wants duoduo to do something repeatedly or on a schedule, watch something until it finishes, run a long-term tracker, or inspect/stop/pause/re-pace an existing loop. Also trigger for Chinese: 定时任务, 循环任务, 周期任务, 每天帮我, 每小时, 盯着…直到, 持续跟进, 长期跟踪, 看看我的循环, 停掉那个 loop, 暂停循环, 改一下节奏, 让多多定期做某事.
Build event-driven pipelines that connect a zero-LLM mechanical layer to a duoduo brain job via session notify. Use when the user wants to monitor an external data source (feeds, prices, files, webhooks) and only wake an agent when something worth acting on actually arrives — keeping LLM costs at zero during idle periods. Also trigger for: 机械采集, 事件驱动, 按需唤醒, 数据监控, keepalive job, 外部触发, 只在有料时干活, 省 token.