rowboat/apps/x/LIVE_NOTE.md
Ramnique Singh dabca3da19 feat: live notes — single objective per note replaces multi-track model
Folds the multi-`track:`-array model into one `live:` block per note: a single
persistent objective the live-note agent maintains, plus an optional triggers
object (`cronExpr` / `windows` / `eventMatchCriteria`, each independently
optional). A note is now passive or live — no per-track scopes, no section
ownership contract, no `once` trigger. The agent owns the whole body and makes
patch-style incremental edits per run.

Highlights:
- Schema: `track:` array → single `live:` object (`packages/shared/src/live-note.ts`).
- Runtime: scheduler / event processor / runner under `core/knowledge/live-note/`,
  with split `lastAttemptAt` (every run, drives 5-min backoff) vs `lastRunAt`
  (success only, anchors cycles). `throwOnError` on agent runs surfaces LLM /
  billing failures into `lastRunError`.
- Today.md: regenerated by template v2 (single objective covering overview /
  calendar / emails / what-you-missed / priorities; existing files renamed to
  `Today.md.bkp.<stamp>`).
- Renderer: `LiveNoteSidebar` mounts inside the editor row (no chat overlap,
  auto-closes on note switch); toolbar Radio button becomes a status pill;
  `LiveNotesView` replaces background-agents view.
- Copilot: new `live-note` skill with act-first stance, default folder/cadence
  pickers, and a non-negotiable rule to extend an existing objective rather
  than add a second one. Shared `KNOWLEDGE_NOTE_STYLE_GUIDE` enforces
  terse-and-scannable writing across `doc-collab` and the live-note agent.
- Analytics: `track_block` use-case → `live_note_agent`; trigger
  (`manual` / `cron` / `window` / `event`) becomes the Pass-2 sub-use-case,
  alongside `routing` for Pass 1. Legacy run files with the old value are
  read-mapped via `LegacyStartEvent` so they stay openable in the runs list.

Hard cutover — no back-compat shims for legacy `track:` frontmatter arrays.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-09 00:30:43 +05:30

410 lines
34 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

# Live Notes
> A single `live:` frontmatter block that turns a markdown note into a self-updating artifact — refreshed on a schedule (cron / windows), in response to incoming events (Gmail, Calendar), or on demand.
A live note has exactly **one** `live:` block in its YAML frontmatter. The block carries a persistent **objective** (what the note should keep being), an optional **triggers** object (when the agent should fire), and runtime fields the system writes back. The body below the H1 is owned by the live-note agent — it freely synthesizes, dedupes, and reorganizes the content to satisfy the objective. A note with no `live:` key is just a static note.
**Example** (a note that shows the current Chicago time, refreshed hourly):
~~~markdown
---
live:
objective: |
Show the current time in Chicago, IL in 12-hour format. Keep it as one
short line, no extra prose.
active: true
triggers:
cronExpr: "0 * * * *"
lastAttemptAt: "2026-05-08T15:00:00.123Z"
lastRunAt: "2026-05-08T15:00:01.234Z"
lastRunId: "..."
lastRunSummary: "Updated — 3:00 PM, Central Time."
lastRunError: null
---
# Chicago time
3:00 PM, Central Time
~~~
## Table of Contents
1. [Product Overview](#product-overview)
2. [Architecture at a Glance](#architecture-at-a-glance)
3. [Technical Flows](#technical-flows)
4. [Schema Reference](#schema-reference)
5. [Body Structure](#body-structure)
6. [Daily-Note Template & Migrations](#daily-note-template--migrations)
7. [Renderer UI](#renderer-ui)
8. [Prompts Catalog](#prompts-catalog)
9. [File Map](#file-map)
---
## Product Overview
### One note, one objective
A live note has at most one `live:` block. The block has exactly one `objective`. The objective can be long and cover multiple sub-topics — the agent treats the note holistically and is free to lay out the body however the objective suggests. **There is no second objective per note.** When the user asks Copilot to "also keep an eye on X" in an already-live note, Copilot is trained to extend the existing objective in natural language rather than fork a second block.
This is intentional: the user is *delegating awareness*, not configuring automations. Multiple agents per note led to ownership confusion, scope boundaries, and orchestration concerns that don't fit a personal-knowledge tool.
### Triggers
The `triggers` object has three independently optional sub-fields. Each one is its own channel; mix freely.
| Field | When it fires | Shape |
|---|---|---|
| **`cronExpr`** | At exact cron times | `cronExpr: "0 * * * *"` |
| **`windows`** | Once per day per window, anywhere inside a time-of-day band | `windows: [{ startTime: "09:00", endTime: "12:00" }]` |
| **`eventMatchCriteria`** | When a matching event arrives (e.g. new Gmail thread) | `eventMatchCriteria: "Emails about Q3 planning"` |
A `triggers` block with no fields (or no `triggers` key at all) is **manual-only** — the agent fires only when the user clicks Run in the panel.
`cronExpr` enforces a 2-minute grace window — if the scheduled time passed more than 2 minutes ago (e.g. the app was offline), the run is skipped, not replayed. `windows` are forgiving by design: as long as it's still inside the band and the day's cycle hasn't fired yet, the agent fires the moment the app is open. Each window's daily cycle is anchored at `startTime`.
The `once` trigger from the prior model has been **dropped** — it didn't fit the "ongoing awareness" framing.
### Creating a live note
Two paths, both producing identical on-disk YAML:
1. **Hand-written** — type the `live:` block directly into the note's frontmatter. The scheduler picks it up on its next 15-second tick.
2. **Sidebar chat** — mention a note (or have it attached) and ask Copilot for something dynamic. Copilot is tuned to recognize a wide range of phrasings beyond "live" or "track" (see "Prompts Catalog → Copilot trigger paragraph"); it loads the `live-note` skill, edits the frontmatter via `workspace-edit`, then **runs the agent once by default** so the user immediately sees content. The auto-run is skipped only when the user explicitly says not to run yet.
When the note is **already live** and the user asks to track something new, Copilot extends the existing `live.objective` in natural-language prose. It does not create a second `live:` block.
### Viewing and managing live notes
The editor toolbar has a Radio-icon button (right side) that opens the **Live Note panel** for the current note. The panel:
- **Empty state** (passive note) — "Make this note live" CTA that hands off to Copilot for the natural-language flow.
- **Editor** — single panel with: objective textarea, triggers editor (cron / windows list / eventMatchCriteria, each independently shown via add/remove), status row (last-run summary + active toggle), Advanced (collapsed: model + provider), footer (Edit with Copilot · Save · Run now), and a danger-zone "Make passive" button.
- **Status hook** — `useLiveNoteAgentStatus` subscribes to `live-note-agent:events` IPC; the Run button shows a spinner whenever the agent is running.
Every mutation goes through IPC to the backend — the renderer never writes the file itself. This avoids races with the scheduler/runner writing runtime fields like `lastRunAt`.
### What the runtime agent does
When a trigger fires, the live-note agent receives a short message:
- The workspace-relative path to the note and a localized timestamp.
- The objective.
- For event runs only: the matching `eventMatchCriteria` text and the event payload, with a Pass-2 decision directive ("only edit if the event genuinely warrants it").
The agent's system prompt tells it to:
1. Call `workspace-readFile` to read the current note (the body may be long; no body snapshot is passed in the message — fetch fresh).
2. Make small, **patch-style** edits with `workspace-edit` — change one region, re-read, change the next region — rather than one-shot rewrites.
3. Follow default body structure unless the objective overrides: H1 stays the title; a 1-3 sentence rolling summary at the top; H2 sub-topic sections below, freshest first.
4. Never modify YAML frontmatter — that's owned by the user and the runtime.
5. End with a 1-2 sentence summary stored as `lastRunSummary`.
The agent has the full workspace toolkit (read/edit/grep/web-search/browser/MCP).
---
## Architecture at a Glance
```
Editor toolbar Radio button ─click──► LiveNoteSidebar (React)
├──► IPC: live-note:get / set /
│ setActive / delete / run
Backend (main process)
├─ Scheduler loop (15 s) ──┐
├─ Event processor (5 s) ──┼──► runLiveNoteAgent() ──► live-note-agent
└─ Builtin tool │ │
run-live-note-agent ────┘ ▼
workspace-readFile / -edit
body region(s) rewritten on disk
frontmatter lastRun* patched
```
**Single-writer invariant** — the renderer is never a file writer for the `live:` key. All on-disk changes go through backend helpers in `packages/core/src/knowledge/live-note/fileops.ts` (`setLiveNote`, `patchLiveNote`, `setLiveNoteActive`, `deleteLiveNote`). `extractAllFrontmatterValues` in the renderer's frontmatter helper explicitly skips the `live:` key (and `buildFrontmatter` splices it back from the original raw on save), so the FrontmatterProperties UI can't accidentally mangle it.
**Event contract**`window.dispatchEvent(CustomEvent('rowboat:open-live-note-panel', { detail: { filePath } }))` is the sole entry point from editor toolbar → panel. `rowboat:open-copilot-edit-live-note` opens the Copilot sidebar with the note attached.
---
## Technical Flows
### Scheduling (cron / windows)
- **Module**: `packages/core/src/knowledge/live-note/scheduler.ts`. Polls every **15 seconds** (`POLL_INTERVAL_MS`).
- Each tick: `workspace.readdir('knowledge', { recursive: true })`, filter `.md`, `fetchLiveNote(relPath)` for each.
- For each note with a `live:` block where `active !== false`, `dueTimedTrigger(triggers, lastRunAt)` returns `'cron'`, `'window'`, or `null` — pure cycle check, no backoff. The scheduler then calls `backoffRemainingMs(lastAttemptAt)` separately so it can log "matched cron, backoff 4m remaining" rather than collapse the two reasons.
- When due AND not in backoff, fire `runLiveNoteAgent(relPath, source)` where `source` is `'cron'` or `'window'` (the granular trigger surfaces all the way to the agent message — see Trigger granularity).
- **Cycle anchoring** — anchored on `lastRunAt`, which is bumped only on *successful* completions. A failed run leaves the cycle unfired so the scheduler retries.
- **Backoff** — `RETRY_BACKOFF_MS = 5 min`. If `lastAttemptAt` is within that window, the scheduler skips the note. Covers both in-flight runs (the in-memory concurrency guard handles the common case; backoff is the disk-persistent backstop) and post-failure storming. Manual runs (clicked Run) bypass this — they don't go through the scheduler.
- **Cron grace** — `cronExpr` enforces a 2-minute grace; missed schedules are skipped, not replayed.
- **Windows** have no grace — anywhere inside the band counts. A failed run inside the band leaves the window unfired; the next eligible tick (after backoff) retries.
- **Window cycle anchor** — a window's daily cycle starts at `startTime`. Once a *successful* fire lands strictly after today's `startTime`, that window is done for the day. The strict comparison handles the boundary case (e.g. an 08:0012:00 + a 12:0015:00 window each get to fire even when the morning fire happens exactly at 12:00:00).
- **Startup** — `initLiveNoteScheduler()` is called in `apps/main/src/main.ts` at app-ready, alongside `initLiveNoteEventProcessor()`.
### Event pipeline
**Producers** — any data source that should feed live notes emits events:
- **Gmail** (`packages/core/src/knowledge/sync_gmail.ts`) — call sites after a successful thread sync invoke `createEvent({ source: 'gmail', type: 'email.synced', payload: <thread markdown> })`.
- **Calendar** (`packages/core/src/knowledge/sync_calendar.ts`) — one bundled event per sync, with a markdown digest payload built by `summarizeCalendarSync()`.
**Storage**`packages/core/src/knowledge/live-note/events.ts` writes each event as a JSON file under `~/.rowboat/events/pending/<id>.json`. IDs come from the DI-resolved `IdGen` (ISO-based, lexicographically sortable) — so `readdirSync(...).sort()` is strict FIFO.
**Consumer loop** — same file, `init()` polls every **5 seconds**, then `processPendingEvents()` walks sorted filenames. For each event:
1. Parse via `KnowledgeEventSchema`; malformed files go to `done/` with `error` set (the loop stays alive).
2. `listEventEligibleLiveNotes()` scans every `.md` under `knowledge/`. Only notes where `live.active !== false` and `live.triggers?.eventMatchCriteria` is set are event-eligible.
3. `findCandidates(event, eligible)` runs Pass 1 LLM routing (below).
4. For each candidate, `runLiveNoteAgent(filePath, 'event', event.payload)` **sequentially** — preserves total ordering within the event.
5. Enrich the event JSON with `processedAt`, `candidateFilePaths`, `runIds`, `error?`, then move to `events/done/<id>.json`.
**Pass 1 routing** (`routing.ts`):
- **Short-circuit** — if `event.targetFilePath` is set (manual re-run events), skip the LLM and return that note directly.
- Batches of `BATCH_SIZE = 20`.
- Per batch, `generateObject()` with `ROUTING_SYSTEM_PROMPT` + `buildRoutingPrompt()` and `Pass1OutputSchema``{ filePaths: string[] }`. Direct path-based dedup (no composite key needed since live-note is one-per-file).
**Pass 2 decision** happens inside the live-note agent (see Run flow) — Pass 1 is liberal, the agent vetoes false positives before touching the body.
### Trigger granularity
Internal trigger enum (`LiveNoteTriggerType`) is `'manual' | 'cron' | 'window' | 'event'` — propagated end-to-end through `runLiveNoteAgent(filePath, trigger, context?)`, the `liveNoteBus` start event, and the `live-note-agent:events` IPC payload.
- The **scheduler** passes `'cron'` or `'window'` based on which sub-trigger `dueTimedTrigger` matched.
- The **event processor** always passes `'event'`.
- The **panel Run button** and the **`run-live-note-agent` builtin tool** both pass `'manual'`.
`buildMessage` always emits a `**Trigger:**` paragraph in the agent's run message — one paragraph per kind. `manual` and the two timed variants (`cron`, `window`) include any optional `context` as a `**Context:**` block. `event` includes the eventMatchCriteria + payload + Pass 2 decision directive (no `**Context:**`; the payload *is* the context).
This lets the user-authored objective branch on trigger kind when warranted (the canonical example is the Today.md emails section: cron/window scans `gmail_sync/` from scratch, event integrates the new thread). The skill teaches the pattern under "Per-trigger guidance (advanced)".
### Run flow (`runLiveNoteAgent`)
Module: `packages/core/src/knowledge/live-note/runner.ts`.
1. **Concurrency guard** — static `runningLiveNotes: Set<string>` keyed by `filePath`. Duplicate calls return `{ action: 'no_update', error: 'Already running' }`.
2. **Fetch live note** via `fetchLiveNote(filePath)`.
3. **Snapshot body** via `readNoteBody(filePath)` for the post-run diff.
4. **Create agent run**`createRun({ agentId: 'live-note-agent' })`.
5. **Bump `lastAttemptAt` + `lastRunId` immediately** (before the agent executes). `lastAttemptAt` is the disk-persistent backoff anchor — the scheduler suppresses fires within `RETRY_BACKOFF_MS` (5 min) of it, covering both in-flight runs and post-failure backoff. **`lastRunAt` is not touched here** — that field is the cycle anchor and should only move on success.
6. **Emit `live_note_agent_start`** on the `liveNoteBus` with the trigger type (`manual` / `timed` / `event`).
7. **Send agent message** built by `buildMessage(filePath, live, trigger, context?)` (see Prompts Catalog #4). The path is converted to its workspace-relative form (`knowledge/${filePath}`) so the agent's tools resolve correctly.
8. **Wait for completion**`waitForRunCompletion(runId)`, then `extractAgentResponse(runId)` for the summary.
9. **Compare body**: re-read body via `readNoteBody(filePath)`, diff vs the snapshot. If changed → `action: 'replace'`; else → `action: 'no_update'`.
10. **On success:** `patchLiveNote(filePath, { lastRunAt: now, lastRunSummary, lastRunError: undefined })`.
11. **On failure:** `patchLiveNote(filePath, { lastRunError: msg })`. **`lastRunAt` and `lastRunSummary` are deliberately untouched** so the user keeps seeing the last good state in the UI, and the scheduler treats the cycle as unfired (windows will retry inside the same band, gated only by the 5-min backoff).
12. **Emit `live_note_agent_complete`** with `summary` or `error`.
13. **Cleanup**: `runningLiveNotes.delete(filePath)` in a `finally` block.
Returned to callers: `{ filePath, runId, action, contentBefore, contentAfter, summary, error? }`.
**Stops** — when the user clicks Stop in the panel, `live-note:stop` resolves the latest `lastRunId` and calls `runsCore.stop(runId, false)`. The runner's `waitForRunCompletion` throws, the failure branch records `lastRunError`, and the bus emits `complete` with the error. The cycle stays unfired (so the run is retried on the next tick after backoff expires) — exactly the same path as any other failure.
### IPC surface
| Channel | Caller → handler | Purpose |
|---|---|---|
| `live-note:run` | Renderer (panel Run button) | Fires `runLiveNoteAgent(..., 'manual')` |
| `live-note:get` | Panel on open | Returns the parsed `LiveNote \| null` from frontmatter |
| `live-note:set` | Panel save | Validates + writes the whole `live:` block |
| `live-note:setActive` | Panel toggle | Flips `active` |
| `live-note:delete` | Panel "Make passive" | Removes the entire `live:` block |
| `live-note:stop` | Panel Stop button | Resolves the live block's `lastRunId` and calls `runsCore.stop(runId)` |
| `live-note:listNotes` | Background-agents view | Lists all live notes with summary fields |
| `live-note-agent:events` | Server → renderer (`webContents.send`) | Forwards `liveNoteBus` events to `useLiveNoteAgentStatus` |
Request/response schemas live in `packages/shared/src/ipc.ts`; handlers in `apps/main/src/ipc.ts`; backend helpers in `packages/core/src/knowledge/live-note/fileops.ts`.
### Concurrency & FIFO guarantees
- **Per-note serialization** — the `runningLiveNotes` guard in `runner.ts`. A note is at most running once at a time; overlapping triggers (manual + scheduled + event) return `error: 'Already running'`.
- **Backend is single writer for `live:`** — all editing goes through fileops; the renderer's FrontmatterProperties UI explicitly preserves `live:` byte-for-byte across saves.
- **File lock** — every fileops mutation runs under `withFileLock(absPath)` so the runner, scheduler, and IPC handlers serialize on the file.
- **Event FIFO** — monotonic `IdGen` IDs → lexicographic filenames → `sort()` in `processPendingEvents()`. Candidates within one event are processed sequentially.
- **No retry storms** — `lastRunAt` is set at the *start* of a run, not the end. A crash mid-run leaves the note marked as ran; the scheduler's next tick computes the next occurrence from that point.
---
## Schema Reference
All canonical schemas live in `packages/shared/src/live-note.ts`:
- `LiveNoteSchema` — the entire `live:` block. Fields: `objective`, `active` (default true), `triggers?`, `model?`, `provider?`. **Runtime-managed (never hand-write):** `lastAttemptAt`, `lastRunAt`, `lastRunId`, `lastRunSummary`, `lastRunError`.
- `TriggersSchema` — single object with three optional sub-fields: `cronExpr`, `windows`, `eventMatchCriteria`. Each window is `{ startTime, endTime }` (24-hour HH:MM, local).
- `KnowledgeEventSchema` — the on-disk shape of each event JSON in `events/pending/` and `events/done/`. Enrichment fields (`processedAt`, `candidateFilePaths`, `runIds`, `error`) are populated when moving to `done/`.
- `Pass1OutputSchema``{ filePaths: string[] }`.
The skill's Canonical Schema block is auto-generated at module load — `stringifyYaml(z.toJSONSchema(LiveNoteSchema))` — so editing `LiveNoteSchema` propagates to the skill on the next build.
---
## Body Structure
The agent owns the entire body below the H1. There is **no formal section ownership** anymore — the agent edits, reorganizes, and dedupes freely.
The contract (defined in the run-agent system prompt — `packages/core/src/knowledge/live-note/agent.ts`):
- **Defaults** (used when the objective doesn't specify a layout):
- H1 stays the note title.
- First, a 1-3 sentence rolling summary capturing the current state.
- Then content organized by sub-topic under H2 headings, freshest/most-important first.
- Tightness over decoration.
- **Override** — if the objective specifies a different layout (e.g. "show the top 5 stories at the top, with a one-paragraph summary above them"), follow that exactly.
- **Patch-style updates** — make small, incremental `workspace-edit` calls (read → edit one region → re-read → next), not one-shot whole-body rewrites. This preserves user-added content the agent didn't account for and keeps diffs reviewable.
- **Boundaries**: never modify the frontmatter; the agent is the sole writer of the body below the H1.
---
## Daily-Note Template & Migrations
`Today.md` is the canonical demo of what a live note can do. It ships with one objective covering an Overview / Calendar / Emails / What you missed / Priorities layout — driven by three windows and an event-match criterion for in-day signals.
**Versioning**`packages/core/src/knowledge/ensure_daily_note.ts` carries a `CANONICAL_DAILY_NOTE_VERSION` constant and a `templateVersion` scalar in the frontmatter. On app start, `ensureDailyNote()`:
- File missing → fresh write at canonical version.
- File at-or-above canonical → no-op.
- File below canonical → rename existing to `Today.md.bkp.<ISO-stamp>` (which doesn't end in `.md`, so the scheduler/event router skip it), then write the canonical template body-from-scratch (live notes regenerate their own body).
The bump from v1 (the old `track:` array model) to v2 (the live-note rewrite) is handled by this same path. Pre-v2 notes get backed up and replaced.
---
## Renderer UI
- **Toolbar pill** — `apps/renderer/src/components/editor-toolbar.tsx`. A Radio-icon pill with a state-dependent label, top-right of the editor toolbar. `markdown-editor.tsx` derives the state via `useLiveNoteForPath(notePath)` and passes a `LivePillState` prop:
- `passive` → muted "Make live" label.
- `idle` → "Live · 5 m" using `formatRelativeTime(lastRunAt)`.
- `running` → "Updating…" with `animate-pulse` and a soft `bg-primary/10` highlight.
- `error` → "Live · failed 5 m" in amber, off `lastAttemptAt`.
Click dispatches `rowboat:open-live-note-panel` with `{ filePath }`. The hook ticks once a minute so the relative-time label stays fresh while the user has the editor open.
- **Panel** — `apps/renderer/src/components/live-note-sidebar.tsx`. Right-anchored, mounted once in `App.tsx`. Self-listens for `rowboat:open-live-note-panel`; on open, calls `live-note:get` and renders. All mutations go through IPC.
- Constant top header: Radio icon, "Live note" title, note name subtitle, X close.
- Empty state (passive): "Make this note live" CTA — hands off to Copilot via `rowboat:open-copilot-edit-live-note`.
- Editor (live): status row (schedule summary + active toggle — pulses with `animate-pulse` and `bg-primary/10` while running, label flips to "Updating…"), persistent error banner showing `lastRunError` until the next successful run, objective textarea, triggers editor (cron field + windows list + eventMatchCriteria textarea, each independently add/remove), last-run details, Advanced (collapsed; model + provider), footer (Edit with Copilot · Save · Run now / Stop), danger-zone "Make passive". The footer's primary action toggles between Run-now (idle) and Stop (running, destructive variant) — Stop calls `live-note:stop`.
- **Status hook** — `apps/renderer/src/hooks/use-live-note-agent-status.ts`. Subscribes to `live-note-agent:events` IPC and maintains a `Map<filePath, LiveNoteAgentState>`.
- **Live-state hook** — `apps/renderer/src/hooks/use-live-note-for-path.ts`. Fetches `live-note:get` on mount, refetches when the agent run completes (so `lastRunAt` / `lastRunSummary` / `lastRunError` are fresh), refetches when the file changes externally, and ticks once a minute for relative-time labels. Used by the markdown editor (toolbar pill) and could be reused by anyone needing reactive live-note state for a single path.
- **Edit-with-Copilot flow** — panel dispatches `rowboat:open-copilot-edit-live-note` (App.tsx listener handles it via `submitFromPalette`).
- **FrontmatterProperties safety** — `apps/renderer/src/lib/frontmatter.ts` has `STRUCTURED_KEYS = new Set(['live'])`. `extractAllFrontmatterValues` filters those keys out (so they never appear in the editable property list), and `buildFrontmatter(fields, preserveRaw)` splices the original `live:` block back from `preserveRaw` on save.
---
## Prompts Catalog
Every LLM-facing prompt in the feature, with file pointers. After any edit: `cd apps/x && npm run deps` to rebuild the affected package, then restart the app.
### 1. Routing system prompt (Pass 1 classifier)
- **Purpose**: decide which live notes *might* be relevant to an incoming event. Liberal — prefers false positives; the live-note agent does Pass 2.
- **File**: `packages/core/src/knowledge/live-note/routing.ts` (`ROUTING_SYSTEM_PROMPT`).
- **Output**: structured `Pass1OutputSchema``{ filePaths: string[] }`.
- **Invoked by**: `findCandidates()` per batch of 20 notes via `generateObject({ model, system, prompt, schema })`.
### 2. Routing user prompt template
- **Purpose**: formats the event and the current batch of live notes into the user message for Pass 1.
- **File**: `packages/core/src/knowledge/live-note/routing.ts` (`buildRoutingPrompt`).
- **Inputs**: `event` (source, type, createdAt, payload), `batch: ParsedLiveNote[]` (each: `filePath`, `objective`, `eventMatchCriteria`).
- **Output**: plain text, two sections — `## Event` and `## Live notes`.
### 3. Live-note agent instructions
- **Purpose**: system prompt for the background agent that rewrites note bodies. Sets tone, defines the default body structure, prescribes patch-style updates, points at the knowledge graph.
- **File**: `packages/core/src/knowledge/live-note/agent.ts` (`LIVE_NOTE_AGENT_INSTRUCTIONS`).
- **Inputs**: `${WorkDir}` template literal substituted at module load.
- **Output**: free-form — agent calls tools, ends with a 1-2 sentence summary used as `lastRunSummary`.
- **Invoked by**: `buildLiveNoteAgent()`, called during agent runtime setup. Tool set = all `BuiltinTools` except `executeCommand`.
### 4. Live-note agent message (`buildMessage`)
- **Purpose**: the user message seeded into each agent run.
- **File**: `packages/core/src/knowledge/live-note/runner.ts` (`buildMessage`).
- **Inputs**: `filePath` (presented as `knowledge/${filePath}` in the message), `live.objective`, `live.triggers?.eventMatchCriteria` (only on event runs), `trigger`, optional `context`, plus `localNow` / `tz`.
- **Behavior**: tells the agent to call `workspace-readFile` itself (no body snapshot included, since the body can be long and may have been edited by a concurrent run) and to make patch-style edits.
Three branches by `trigger`:
- **`manual`** — base message. If `context` is passed, it's appended as a `**Context:**` section. The `run-live-note-agent` tool uses this path for both plain refreshes and context-biased backfills.
- **`timed`** — same as `manual`. Called by the scheduler with no `context`.
- **`event`** — adds a Pass 2 decision block listing the note's `eventMatchCriteria` and the event payload, with the directive to skip the edit if the event isn't truly relevant.
### 5. Live Note skill (Copilot-facing)
- **Purpose**: teaches Copilot the `live:` model — operational posture (act-first), the strong/medium/anti-signal taxonomy and how to act on each, the **always-extend-not-fork** rule for already-live notes, user-facing language (call them "live notes"; surface the **Live Note panel** by name), the auto-run-once-on-create/edit default, schema, triggers, YAML-safety rules, insertion workflow, and the `run-live-note-agent` tool with `context` backfills.
- **File**: `packages/core/src/application/assistant/skills/live-note/skill.ts`. Exported `skill` constant.
- **Schema interpolation**: at module load, `stringifyYaml(z.toJSONSchema(LiveNoteSchema))` is interpolated into the "Canonical Schema" section. Edits to `LiveNoteSchema` propagate automatically.
- **Output**: markdown, injected into the Copilot system prompt when `loadSkill('live-note')` fires.
- **Invoked by**: Copilot's `loadSkill` builtin tool. Registration in `skills/index.ts`.
### 6. Copilot trigger paragraph
- **Purpose**: tells Copilot *when* to load the `live-note` skill, and frames how aggressively to act once loaded.
- **File**: `packages/core/src/application/assistant/instructions.ts` (look for the "Live Notes" paragraph).
- **Strong signals (load + act without asking)**: cadence words ("every morning / daily / hourly…"), living-document verbs ("keep a running summary of…", "maintain a digest of…"), watch/monitor verbs, pin-live framings ("always show the latest X here"), direct ("track / follow X"), event-conditional ("whenever a relevant email comes in…").
- **Medium signals (load + answer the one-off + offer)**: time-decaying questions ("what's the weather?", "USD/INR right now?", "service X status?"), note-anchored snapshots ("show me my schedule here"), recurring artifacts ("morning briefing", "weekly review", "Acme dashboard"), topic-following / catch-up.
- **Anti-signals (do NOT make live)**: definitional questions, one-off lookups, manual document editing.
- **Extend-not-fork rule**: explicit guidance — "if the note is already live, extend its existing objective in natural language; never create a second objective."
### 7. `run-live-note-agent` tool — `context` parameter description
- **Purpose**: a mini-prompt (a Zod `.describe()`) that guides Copilot on when to pass extra context for a run.
- **File**: `packages/core/src/application/lib/builtin-tools.ts` (the `run-live-note-agent` tool definition).
- **Inputs**: `filePath` (workspace-relative; the tool strips the `knowledge/` prefix internally), optional `context`.
- **Output**: flows into `runLiveNoteAgent(..., 'manual')``buildMessage` → appended as `**Context:**` in the agent message.
- **Key use case**: backfill a newly-made-live note so its body isn't empty on day 1.
### 8. Calendar sync digest (event payload template)
- **Purpose**: shapes what the routing classifier sees for a calendar event. Not a system prompt, but a deterministic markdown template that becomes `event.payload`.
- **File**: `packages/core/src/knowledge/sync_calendar.ts` (`summarizeCalendarSync`, wrapped by `publishCalendarSyncEvent()`).
- **Output**: markdown with a counts header, `## Changed events` (per-event block: title, ID, time, organizer, location, attendees, truncated description), `## Deleted event IDs`. Capped at ~50 events; descriptions truncated to 500 chars.
- **Why care**: the quality of Pass 1 matching depends on how clear this payload is.
---
## Logging
All live-note logs use the `PrefixLogger` with the prefix `LiveNote:<Component>` so they're greppable as a group. Every component logs lifecycle events at one consistent level.
| Component | Prefix | What it logs |
|---|---|---|
| Scheduler | `LiveNote:Scheduler` | One tick summary per tick when work happened (`tick — scanned N md, K live, fired J, backoff M`). Per-note `<path> — firing (matched cron)` and `<path> — skip (matched window, backoff 4m remaining)`. Quiet when no live notes or none due. |
| Agent (runner) | `LiveNote:Agent` | `<path> — start trigger=cron runId=…`, `<path> — done action=replace summary="…"` (truncated to 120 chars), `<path> — failed: <msg>`, `<path> — skip: already running`. |
| Routing | `LiveNote:Routing` | `event:<id> — routing against N live notes`, `event:<id> — Pass1 → K candidates: a.md, b.md`, `event:<id> — Pass1 batch X failed: …`. |
| Events | `LiveNote:Events` | `event:<id> — received source=gmail type=email.synced`, `event:<id> — dispatching to K candidates: …`, `event:<id> — processed ok=2 errors=0`. |
| Fileops | (only logs failures) | Lock contention or write errors. Otherwise silent. |
Conventions:
- Lower-case verbs (`firing`, `skip`, `done`, `failed`) so lines scan visually.
- File path is always the second token where applicable.
- Run summaries truncated to 120 chars with a single `…` so log lines stay under terminal-width.
- Scheduler emits *one* tick summary per tick, not a row per note. Per-note rows only when something fires or hits a notable skip.
## File Map
| Purpose | File |
|---|---|
| Zod schemas (live note, triggers, events, Pass1) | `packages/shared/src/live-note.ts` |
| IPC channel schemas | `packages/shared/src/ipc.ts` |
| IPC handlers (main process) | `apps/main/src/ipc.ts` |
| Frontmatter helpers (parse / split / join) | `packages/core/src/application/lib/parse-frontmatter.ts` |
| File operations (`fetchLiveNote`, `setLiveNote`, `patchLiveNote`, `deleteLiveNote`, `setLiveNoteActive`, `readNoteBody`, `listLiveNotes`) | `packages/core/src/knowledge/live-note/fileops.ts` |
| Scheduler (cron / windows) | `packages/core/src/knowledge/live-note/scheduler.ts` |
| Trigger due-check helper (`computeNextDue` / `dueTimedTrigger`) | `packages/core/src/knowledge/live-note/schedule-utils.ts` |
| Event producer + consumer loop | `packages/core/src/knowledge/live-note/events.ts` |
| Pass 1 routing (LLM classifier) | `packages/core/src/knowledge/live-note/routing.ts` |
| Run orchestrator (`runLiveNoteAgent`, `buildMessage`) | `packages/core/src/knowledge/live-note/runner.ts` |
| Live-note agent definition (`LIVE_NOTE_AGENT_INSTRUCTIONS`, `buildLiveNoteAgent`) | `packages/core/src/knowledge/live-note/agent.ts` |
| Live-note bus (pub-sub for lifecycle events) | `packages/core/src/knowledge/live-note/bus.ts` |
| Daily-note template + version migration | `packages/core/src/knowledge/ensure_daily_note.ts` |
| Gmail event producer | `packages/core/src/knowledge/sync_gmail.ts` |
| Calendar event producer + digest | `packages/core/src/knowledge/sync_calendar.ts` |
| Copilot skill | `packages/core/src/application/assistant/skills/live-note/skill.ts` |
| Skill registration | `packages/core/src/application/assistant/skills/index.ts` |
| Copilot trigger paragraph | `packages/core/src/application/assistant/instructions.ts` |
| `run-live-note-agent` builtin tool | `packages/core/src/application/lib/builtin-tools.ts` |
| Editor toolbar (Radio button → panel) | `apps/renderer/src/components/editor-toolbar.tsx` |
| Live Note panel (single-view editor) | `apps/renderer/src/components/live-note-sidebar.tsx` |
| Status hook (`useLiveNoteAgentStatus`) | `apps/renderer/src/hooks/use-live-note-agent-status.ts` |
| Renderer frontmatter helper (preserves `live:`) | `apps/renderer/src/lib/frontmatter.ts` |
| App-level listeners (panel open + Copilot edit) | `apps/renderer/src/App.tsx` |
| Live Notes view (sidebar nav target) | `apps/renderer/src/components/live-notes-view.tsx` |
| CSS (panel styles, legacy filenames) | `apps/renderer/src/styles/live-note-panel.css`, `apps/renderer/src/styles/editor.css` |
| Main process startup (schedulers & processors) | `apps/main/src/main.ts` |