maven: scheduled routines + persistent long-term memory
Two additive proactive/recall features. Routines (internal/routine): a third proactive class beside reminders (user-stated) and care rules (world-state) — operator-declared clockwork. config.routines[] (cron + literal RU body + severity) fire through the normal dispatcher on schedule. Bodies are literal, not LLM-phrased (can't hallucinate); rule name routine:<name> keeps them out of the care autotuner; a cold-start guard seeds on first sight so a restart never replays a missed schedule. Pure routine.Due + config validation, unit- tested; the tick driver holds the last-fired map and calls fireRoutines. Persistent memory (internal/store/memory.go): store.MemoryStore backs the memory.Store interface with the SAME encrypted sqlite db — survives restarts and recall text inherits at-rest encryption (no plaintext sidecar). float32-blob vectors, brute-force cosine (ANN is a later swap behind the interface), upsert-by-id. The daemon wires st.VectorMemory() into wireVoice; the in-memory impl stays the test/no-store floor. Closes the "in-memory only, lost on restart" gap (PROGRESS #8). Gate green: gofmt/vet clean, -race across routine/config/store/mavend. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01U2PNdwDj2Gt8YW294J7oSc
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@@ -44,6 +44,14 @@ tests, `-race` in `make test`.
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auto-tuner (outcome ratio → bounded cooldown, persisted as `source=feedback`).
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- **Rules:** water/meal/break (sev1–2 care), service_down (sev4, `poll:uptimekuma`),
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netdata_critical (sev3, `poll:netdata`).
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- **Routines (`internal/routine`):** operator-declared clockwork — the third
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proactive class beside reminders (user-stated) and care rules (world-state).
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Config `routines[]` (cron + literal RU body + severity) fire through the normal
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dispatcher on schedule (an 08:00 briefing, a 22:00 wind-down). Bodies are
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literal (not LLM-phrased ⇒ can't hallucinate); rule name `routine:<name>` so
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they don't pollute the care autotuner; cold-start guard seeds on first sight so
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a restart never replays a missed schedule. Pure `routine.Due`, unit-tested; the
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tick driver holds the last-fired map.
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- **Env facts (`mavpoll`):** netdata alarms → `netdata_alarm` (fires immediately
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on a real CRITICAL); kuma monitor_status → `service_down`. Writes only on
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value-change (no append-only churn).
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@@ -260,13 +268,17 @@ Capability-class gaps — built but thin:
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"clarify".
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7. **Presence is effectively one signal** (page_heartbeat); desk_active is
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still an undeployed script — "voice when near" routing runs on a guess.
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8. **Long-term memory is in-memory only, not the spec's chroma.** `internal/
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memory` (jul6 task 7 + follow-up) has a `Store` interface + in-memory cosine
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impl; notes **and facts** are indexed on capture, and `IntentQuery` now reads
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it back (after notes-RAG misses, before general-knowledge) — fact recall
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(«когда я пил воду?») is its distinct payoff. Still missing: a persistent/
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external vector backend (the store is lost on restart) — the read seam is
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there to swap onto one. Persona prompt and custom TTS voice (kami-picked,
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8. **Long-term memory is now persistent (store-backed), not the spec's chroma.**
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`internal/memory` has a `Store` interface; the daemon now wires
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`store.MemoryStore` (`internal/store/memory.go`) — a **persistent** backend
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in the **same encrypted sqlite db** (survives restarts; recall text inherits
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at-rest encryption, so no plaintext sidecar). Vectors are float32 blobs,
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search is brute-force cosine (fine at single-user scale; ANN is the later
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swap behind the same interface). Notes **and facts** are indexed on capture;
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`IntentQuery` reads it back (after notes-RAG misses, before general-knowledge)
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— fact recall («когда я пил воду?») is its distinct payoff. The in-memory
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impl remains the test/no-store floor. Remaining: an ANN/external index is
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optional-scale, not a gap. Persona prompt and custom TTS voice (kami-picked,
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replaces the irina floor — [[custom-voice-training]]) are still future items.
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Ops footnote: in the Docker deploy, voice-over-web needs mavend to bind its
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