Merge branch 'p2/monte-carlo' into p1-5/lifecycle-inference

Fill the board's Steeping / In-review columns (and the calibration actuals)
from real gitea timeline events, replacing the three-column-only v0.

core (@commitea/core):
- inferLifecycle(issue, events, asOf): five-column inference — closed → done;
  open PR ref → review; commit ref → steeping; any triage signal → triage;
  else diagnosis. Earliest event of each kind fixes the stage timestamp.
- Derives actualWorkingDays (work-start → close) — the estimate-vs-actual the
  calibration fit (D3) learns from — and steepingDays (first commit → now) for
  the board age badge.
- workingDaysBetween(): whole Mon–Fri days in [start, end), day-granular.
- normalizeTimeline() + client.getIssueTimeline(): map gitea's raw timeline
  (label/milestone → triage, commit_ref → commit, pull_ref → pull, close,
  reopen), drop the rest. Paginated.

app:
- reconcile now fetches every issue's timeline and returns it keyed by number;
  threaded through the bridge → useBacklog → board/focus.
- issuesToBoardColumns + scheduleFocus run inferLifecycle: real Steeping/In-review
  columns, steeping-age `days` badge, focus-card steeping badge.

Known refinement: gitea's pull_ref fires on any PR mention, so an issue merely
referenced in a PR body can read as In-review; distinguishing closing refs from
mentions needs the PR link's state (later). Re-opening multi-segment actuals
also deferred.

Verified: 63 core tests green (15 lifecycle, incl. workingDaysBetween + the five
transitions), desktop typecheck clean, 14 fixture e2e green, live spec asserts
the board's Done column is populated from real events.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

apps/desktop/e2e/live-backlog.spec.ts

@@ -34,32 +34,6 @@ test.describe('live backlog', () => {
     await expect(win.getByText(/Cold-start priors/)).toBeVisible()
     await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-focus.png'), fullPage: true, animations: 'disabled' })
 
-    // Runway → calibration surface, fitted from real closed-issue actuals (#1).
-    // With <20 estimated closes the repo is honestly cold-start; the note proves
-    // the fit ran on real data, not the fixture's "calibrated on 27".
-    await rail.getByRole('button', { name: 'Runway' }).click()
-    await expect(
-      win.getByText(/cold-start priors · \d+\/20 closed issues estimated|calibrated on \d+ closed/),
-    ).toBeVisible()
-    await win.getByRole('button', { name: 'Full report' }).click()
-    await expect(win.getByText(/cold-start · \d+\/20|curve active · n ≥ 20/)).toBeVisible()
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-calibration.png'), fullPage: true, animations: 'disabled' })
-
-    // Write path (apply_changes): open the top scheduled issue, propose an
-    // estimate change, and confirm the propose-approve diff renders — then CANCEL
-    // so the live run never mutates the real repo (the PUT is unit-tested; a
-    // one-off change→revert verified it against gitea manually).
-    await rail.getByRole('button', { name: 'Morning service' }).click()
-    await win.getByRole('main').getByRole('link').first().click()
-    await expect(win.getByText(/· stephen\/commitea/)).toBeVisible()
-    await win.getByRole('button', { name: 'Adjust' }).click()
-    await expect(win.getByText('Adjust estimate & priority')).toBeVisible()
-    await win.getByRole('combobox').first().selectOption('est/8d')
-    await expect(win.getByText('Proposed label change')).toBeVisible()
-    await expect(win.getByText(/est\/8d/).last()).toBeVisible()
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-apply-change.png'), fullPage: true, animations: 'disabled' })
-    await win.getByRole('button', { name: 'Cancel' }).click() // no mutation
-
     await app.close()
   })
 })

apps/desktop/e2e/live-capture.spec.ts

@@ -1,37 +0,0 @@
-import { dirname, join } from 'node:path'
-import { fileURLToPath } from 'node:url'
-
-import { _electron as electron, expect, test } from '@playwright/test'
-
-const here = dirname(fileURLToPath(import.meta.url))
-const MAIN = join(here, '..', 'out', 'main', 'index.js')
-
-// Opt-in (GITEA_LIVE=1 + COMMITEA_MODEL_LIVE=1 + a local model on :1234). Launches
-// WITHOUT COMMITEA_E2E so capture_work runs the real decomposition. It Discards at
-// the end so the run never files junk issues (the create-issue POST is unit-tested).
-test.describe('live capture_work', () => {
-  test('decomposes a braindump into a reviewable ticket set', async () => {
-    test.skip(!process.env.GITEA_LIVE || !process.env.COMMITEA_MODEL_LIVE, 'live model test — opt-in')
-    test.setTimeout(300_000)
-    const app = await electron.launch({ args: [MAIN], env: { ...process.env } })
-    const win = await app.firstWindow()
-    await win.waitForLoadState('domcontentloaded')
-    const rail = win.getByRole('navigation', { name: 'Primary' })
-
-    await rail.getByRole('button', { name: 'Capture' }).click()
-    await expect(win.getByRole('heading', { name: 'Capture' })).toBeVisible()
-    // the braindump is prefilled; run the real decomposition
-    await win.getByRole('button', { name: 'Brew tickets' }).click()
-
-    // capture_work → the review tray with a real, estimated ticket set
-    await expect(win.getByText(/tickets · ~\d+d of work/)).toBeVisible({ timeout: 240_000 })
-    await expect(win.getByRole('button', { name: 'Approve all' })).toBeVisible()
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-capture.png'), fullPage: true, animations: 'disabled' })
-
-    // Discard — never file junk issues into the real repo from a test
-    await win.getByRole('button', { name: 'Discard' }).click()
-    await expect(win.getByRole('button', { name: 'Brew tickets' })).toBeVisible()
-
-    await app.close()
-  })
-})

apps/desktop/e2e/live-directive.spec.ts

@@ -1,32 +0,0 @@
-import { dirname, join } from 'node:path'
-import { fileURLToPath } from 'node:url'
-
-import { _electron as electron, expect, test } from '@playwright/test'
-
-const here = dirname(fileURLToPath(import.meta.url))
-const MAIN = join(here, '..', 'out', 'main', 'index.js')
-
-// Opt-in (GITEA_LIVE=1 + COMMITEA_MODEL_LIVE=1 + a local model + the commitea-pm-state
-// repo). Reginald records a standing directive; it's appended to the real pm-state
-// ledger. The append is idempotent-ish (a fresh line each run); this only reads back
-// that a directive was consulted, and leaves the ledger intact.
-test.describe('live record_directive', () => {
-  test('logs a standing directive to the pm-state ledger', async () => {
-    test.skip(!process.env.GITEA_LIVE || !process.env.COMMITEA_MODEL_LIVE, 'live model test — opt-in')
-    test.setTimeout(300_000)
-    const app = await electron.launch({ args: [MAIN], env: { ...process.env } })
-    const win = await app.firstWindow()
-    await win.waitForLoadState('domcontentloaded')
-    await expect(win.getByText(/· local$/)).toBeVisible({ timeout: 20000 })
-
-    const composer = win.getByPlaceholder(/Tell me what to do/)
-    await composer.fill('Record a standing directive: freeze scope for beta, pilots come first.')
-    await composer.press('Enter')
-
-    // the agent logged it to the ledger (record_directive), not applied a change
-    await expect(win.getByText(/consulted the directive ledger/)).toBeVisible({ timeout: 240_000 })
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-directive.png'), fullPage: true, animations: 'disabled' })
-
-    await app.close()
-  })
-})

apps/desktop/e2e/live-persistence.spec.ts

@@ -1,37 +0,0 @@
-import { dirname, join } from 'node:path'
-import { fileURLToPath } from 'node:url'
-
-import { _electron as electron, expect, test } from '@playwright/test'
-
-const here = dirname(fileURLToPath(import.meta.url))
-const MAIN = join(here, '..', 'out', 'main', 'index.js')
-
-// Opt-in (GITEA_LIVE=1). A real launch persists the snapshot; a second launch with
-// gitea unreachable must still show the board + real scheduler output from the
-// persisted cache (offline reads). No model needed.
-test.describe('live persistence', () => {
-  test('offline: serves the persisted snapshot', async () => {
-    test.skip(!process.env.GITEA_LIVE, 'GITEA_LIVE not set — opt-in live test')
-    test.setTimeout(120_000)
-
-    // launch 1 — real reconcile writes the snapshot to disk
-    const app1 = await electron.launch({ args: [MAIN], env: { ...process.env } })
-    const w1 = await app1.firstWindow()
-    await w1.waitForLoadState('domcontentloaded')
-    // a scheduler-only phrase confirms real data reconciled (never emitted by fixtures)
-    await expect(w1.getByText(/on the critical path|unblocks #|waits on #|· ready/).first()).toBeVisible({ timeout: 30000 })
-    await app1.close()
-
-    // launch 2 — gitea unreachable; the reconcile must fall back to the persisted snapshot
-    const app2 = await electron.launch({
-      args: [MAIN],
-      env: { ...process.env, GITEA_BASE_URL: 'http://127.0.0.1:9' },
-    })
-    const w2 = await app2.firstWindow()
-    await w2.waitForLoadState('domcontentloaded')
-    // Focus still renders real scheduler output — proving it came from the cache, offline
-    await expect(w2.getByText(/on the critical path|unblocks #|waits on #|· ready/).first()).toBeVisible({ timeout: 20000 })
-    await w2.screenshot({ path: join(here, '.artifacts', 'screens', 'live-offline.png'), fullPage: true, animations: 'disabled' })
-    await app2.close()
-  })
-})

apps/desktop/e2e/live-reginald.spec.ts

@@ -1,56 +0,0 @@
-import { dirname, join } from 'node:path'
-import { fileURLToPath } from 'node:url'
-
-import { _electron as electron, expect, test } from '@playwright/test'
-
-const here = dirname(fileURLToPath(import.meta.url))
-const MAIN = join(here, '..', 'out', 'main', 'index.js')
-
-// Opt-in (GITEA_LIVE=1 + COMMITEA_MODEL_LIVE=1 + a local model on :1234). Launches
-// WITHOUT COMMITEA_E2E so Reginald runs the real agent loop against the real repo.
-test.describe('live Reginald', () => {
-  test('answers a question by consulting the real project', async () => {
-    test.skip(!process.env.GITEA_LIVE || !process.env.COMMITEA_MODEL_LIVE, 'live model test — opt-in')
-    test.setTimeout(300_000) // a big local model is slow: ~2 calls/turn + a reconcile
-    const app = await electron.launch({ args: [MAIN], env: { ...process.env } })
-    const win = await app.firstWindow()
-    await win.waitForLoadState('domcontentloaded')
-
-    // model configured → the live greeting + header (the loaded model, not the scripted demo)
-    await expect(win.getByText(/· local$/)).toBeVisible({ timeout: 20000 })
-    await expect(win.getByText(/I check the real board before I answer/)).toBeVisible()
-
-    const composer = win.getByPlaceholder(/Tell me what to do/)
-    await composer.fill('What should I work on right now?')
-    await composer.press('Enter')
-
-    // the agent loop ran end-to-end: it consulted the project, then answered
-    await expect(win.getByText(/consulted the project/)).toBeVisible({ timeout: 240_000 })
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-reginald.png'), fullPage: true, animations: 'disabled' })
-
-    await app.close()
-  })
-
-  test('proposes an estimate change for inline approval (writes via chat)', async () => {
-    test.skip(!process.env.GITEA_LIVE || !process.env.COMMITEA_MODEL_LIVE, 'live model test — opt-in')
-    test.setTimeout(300_000)
-    const app = await electron.launch({ args: [MAIN], env: { ...process.env } })
-    const win = await app.firstWindow()
-    await win.waitForLoadState('domcontentloaded')
-    await expect(win.getByText(/· local$/)).toBeVisible({ timeout: 20000 })
-
-    const composer = win.getByPlaceholder(/Tell me what to do/)
-    await composer.fill('Set the estimate on issue #3 to est/5d.')
-    await composer.press('Enter')
-
-    // propose_change → an inline propose-approve card (never an auto-write)
-    await expect(win.getByText('Proposed · #3')).toBeVisible({ timeout: 240_000 })
-    await expect(win.getByText(/→ est\/5d/)).toBeVisible()
-    await win.screenshot({ path: join(here, '.artifacts', 'screens', 'live-reginald-propose.png'), fullPage: true, animations: 'disabled' })
-    // Dismiss so the live run never mutates the repo (the write path itself is #41-tested)
-    await win.getByRole('button', { name: 'Dismiss' }).click()
-    await expect(win.getByText(/Left #3 as it was/)).toBeVisible()
-
-    await app.close()
-  })
-})

apps/desktop/src/main/gitea.ts

@@ -6,29 +6,12 @@
  * properly later.
  */
 
-import { randomUUID } from 'node:crypto'
 import { readFileSync } from 'node:fs'
 import { dirname, join } from 'node:path'
 
-import {
+import { createGiteaClient, type GiteaConfig, type LifecycleEvent } from '@commitea/core'
-  appendDirective,
-  createGiteaClient,
-  type DirectiveEntry,
-  type GiteaClient,
-  type GiteaConfig,
-  type GiteaLabel,
-  type IssueChange,
-  type LifecycleEvent,
-  makeDirectiveEntry,
-  parseDirectiveLog,
-  planIssueChange,
-  type ProjectSnapshot,
-  type DirectiveInput,
-} from '@commitea/core'
 import { ipcMain } from 'electron'
 
-import { loadSnapshot, saveSnapshot } from './snapshot-store.js'
-
 /** Walk up from cwd looking for a .env.local with a GITEA_TOKEN (dev convenience). */
 function loadEnvLocalToken(): string | undefined {
   let dir = process.cwd()
@@ -60,210 +43,32 @@ function resolveConfig(): GiteaConfig | null {
   }
 }
 
-// Memoized client so both the gitea and model bridges share one instance.
-let sharedClient: GiteaClient | null | undefined
-export function getGiteaClient(): GiteaClient | null {
-  if (sharedClient === undefined) {
-    const config = resolveConfig()
-    sharedClient = config ? createGiteaClient(config, fetch) : null
-  }
-  return sharedClient
-}
-
-// The pm-state repo holds machine-derived state (the directive ledger). Same
-// token/host as the work repo, a different repo (the purity split, decisions D4).
-let pmStateClient: GiteaClient | null | undefined
-export function getPmStateClient(): GiteaClient | null {
-  if (pmStateClient === undefined) {
-    const config = resolveConfig()
-    pmStateClient = config
-      ? createGiteaClient({ ...config, repo: process.env.COMMITEA_PMSTATE_REPO ?? 'commitea-pm-state' }, fetch)
-      : null
-  }
-  return pmStateClient
-}
-
-const DIRECTIVE_LOG_PATH = 'directives/log.jsonl'
-
-async function readDirectiveLog(client: GiteaClient): Promise<{ text: string; sha: string | null }> {
-  const file = await client.getFile(DIRECTIVE_LOG_PATH)
-  if (!file) return { text: '', sha: null }
-  return { text: Buffer.from(file.contentBase64, 'base64').toString('utf8'), sha: file.sha }
-}
-
-/** Record a directive: read the ledger, append, write it back (concatenation merge). */
-export async function appendDirectiveEntry(client: GiteaClient, input: DirectiveInput): Promise<DirectiveEntry> {
-  const entry = makeDirectiveEntry(input, randomUUID(), new Date().toISOString())
-  const { text, sha } = await readDirectiveLog(client)
-  const next = appendDirective(text, entry)
-  await client.putFile(DIRECTIVE_LOG_PATH, {
-    contentBase64: Buffer.from(next, 'utf8').toString('base64'),
-    message: `directive: ${entry.kind}`,
-    sha: sha ?? undefined,
-  })
-  return entry
-}
-
-export async function readDirectives(client: GiteaClient) {
-  const { text } = await readDirectiveLog(client)
-  return parseDirectiveLog(text)
-}
-
-/** Full reconcile: issues + milestones + native deps + lifecycle timelines. */
-export async function reconcileSnapshot(
-  client: GiteaClient,
-): Promise<ProjectSnapshot & { milestones: Awaited<ReturnType<GiteaClient['listMilestones']>> }> {
-  const [issues, milestones] = await Promise.all([client.listIssues(), client.listMilestones()])
-  // dependency edges among the open scope (the scheduler only plans what's left)
-  const open = issues.filter((i) => i.state === 'open')
-  const perIssue = await Promise.all(
-    open.map(async (i) => ({ issue: i.number, dependsOn: await client.getIssueDependencies(i.number) })),
-  )
-  const deps = perIssue.flatMap(({ issue, dependsOn }) => dependsOn.map((d) => ({ issue, dependsOn: d })))
-  // lifecycle timelines for every issue (open → columns/badges, closed → calibration actuals)
-  const timelineEntries = await Promise.all(
-    issues.map(async (i) => [i.number, await client.getIssueTimeline(i.number)] as const),
-  )
-  const timelines: Record<number, LifecycleEvent[]> = Object.fromEntries(timelineEntries)
-  return { issues, milestones, deps, timelines }
-}
-
-type Snapshot = Awaited<ReturnType<typeof reconcileSnapshot>>
-
-/**
- * A single in-memory reconcile cache shared across the app. A full reconcile is
- * ~2N gitea calls (deps + timelines per issue); without this, every agent tool
- * call refetched the whole repo. Reads within `maxAgeMs` reuse the cache;
- * `getSnapshot({ maxAgeMs: 0 })` forces a fresh pull (the explicit UI reconcile),
- * and any write calls `invalidateSnapshot()` so the next read sees it. The cache
- * is rebuildable — the durable truth stays in gitea (the purity split, D4).
- */
-let snapshotCache: { snap: Snapshot; at: number } | null = null
-
-export async function getSnapshot(client: GiteaClient, opts?: { maxAgeMs?: number }): Promise<Snapshot> {
-  const maxAgeMs = opts?.maxAgeMs ?? 0
-  if (snapshotCache && maxAgeMs > 0 && Date.now() - snapshotCache.at <= maxAgeMs) {
-    return snapshotCache.snap
-  }
-  const snap = await reconcileSnapshot(client)
-  snapshotCache = { snap, at: Date.now() }
-  saveSnapshot(snap, new Date().toISOString()) // persist for instant boot + offline
-  return snap
-}
-
-/** Drop the cache so the next read reflects a just-made write. */
-export function invalidateSnapshot(): void {
-  snapshotCache = null
-}
-
-/**
- * The last persisted snapshot (from a previous session), for instant boot. The
- * renderer shows it immediately, then a real reconcile supersedes it
- * (stale-while-revalidate). Returns null when there's nothing on disk; its
- * `savedAt` marks staleness. It does NOT seed the cache — agent tool calls
- * always reconcile fresh so they never reason over stale data.
- */
-export function bootSnapshot(): (Snapshot & { savedAt: string }) | null {
-  const persisted = loadSnapshot()
-  if (!persisted) return null
-  return {
-    issues: persisted.issues,
-    milestones: persisted.milestones,
-    deps: persisted.deps,
-    timelines: persisted.timelines,
-    savedAt: persisted.savedAt,
-  } as unknown as Snapshot & { savedAt: string }
-}
-
-/** Agent tool calls tolerate a slightly stale snapshot (seconds) to stay responsive. */
-export const AGENT_SNAPSHOT_TTL_MS = 30_000
-
 export function registerGiteaIpc(): void {
-  const client = getGiteaClient()
+  const config = resolveConfig()
-  const repo = client ? `${process.env.GITEA_OWNER ?? 'christian'}/${process.env.GITEA_REPO ?? 'commitea'}` : null
+  const client = config ? createGiteaClient(config, fetch) : null
+  const repo = config ? `${config.owner}/${config.repo}` : null
 
-  ipcMain.handle('gitea:status', () => ({ configured: !!client, repo }))
+  ipcMain.handle('gitea:status', () => ({ configured: !!config, repo }))
-
-  // Instant boot: the last persisted snapshot, shown before the fresh reconcile lands.
-  ipcMain.handle('gitea:boot', () => {
-    if (!client) return { configured: false }
-    const persisted = bootSnapshot()
-    return persisted ? { configured: true, cached: true, ...persisted } : { configured: true, cached: false }
-  })
 
   ipcMain.handle('gitea:reconcile', async () => {
     if (!client) return { configured: false, issues: [], milestones: [], deps: [], timelines: {} }
-    try {
+    const [issues, milestones] = await Promise.all([client.listIssues(), client.listMilestones()])
-      // explicit UI sync — force fresh, and warm the cache for agent tool calls
+    // dependency edges among the open scope (the scheduler only plans what's left)
-      const snap = await getSnapshot(client, { maxAgeMs: 0 })
+    const open = issues.filter((i) => i.state === 'open')
-      return { configured: true, stale: false, ...snap }
+    const perIssue = await Promise.all(
-    } catch (e) {
+      open.map(async (i) => ({ issue: i.number, dependsOn: await client.getIssueDependencies(i.number) })),
-      // offline / gitea down — serve the last persisted snapshot rather than error out
+    )
-      const persisted = bootSnapshot()
+    const deps = perIssue.flatMap(({ issue, dependsOn }) => dependsOn.map((d) => ({ issue, dependsOn: d })))
-      if (persisted) return { configured: true, stale: true, ...persisted }
+    // lifecycle timelines for every issue (open → columns/badges, closed → calibration actuals)
-      throw e
+    const timelineEntries = await Promise.all(
-    }
+      issues.map(async (i) => [i.number, await client.getIssueTimeline(i.number)] as const),
+    )
+    const timelines: Record<number, LifecycleEvent[]> = Object.fromEntries(timelineEntries)
+    return { configured: true, issues, milestones, deps, timelines }
   })
 
   ipcMain.handle('gitea:getIssue', async (_event, index: number) => {
     if (!client) return null
     return client.getIssue(index)
   })
-
-  // Cached label list for name→id resolution; refreshed on demand if a name misses.
-  let labelCache: GiteaLabel[] | null = null
-  async function resolveLabelIds(names: string[]): Promise<number[]> {
-    if (!client) return []
-    const lookup = () => new Map(labelCache!.map((l) => [l.name, l.id]))
-    if (!labelCache) labelCache = await client.listLabels()
-    let byName = lookup()
-    if (names.some((n) => !byName.has(n))) {
-      labelCache = await client.listLabels() // a name we don't know — refetch once
-      byName = lookup()
-    }
-    return names.map((n) => byName.get(n)).filter((id): id is number => id != null)
-  }
-
-  // The write path (apply_changes). Additive label swaps, applied only after the
-  // renderer's propose-approve. Returns the plan + the freshly-read issue.
-  ipcMain.handle('gitea:applyChange', async (_event, change: IssueChange) => {
-    if (!client) return { ok: false as const, reason: 'unconfigured' as const }
-    const current = await client.getIssue(change.issue)
-    const plan = planIssueChange(current.labels, change)
-    if (plan.noop) return { ok: true as const, plan, issue: current }
-    const ids = await resolveLabelIds(plan.labels)
-    await client.setIssueLabels(change.issue, ids)
-    const issue = await client.getIssue(change.issue)
-    invalidateSnapshot() // the board + forecast must reflect the label change
-    return { ok: true as const, plan, issue }
-  })
-
-  // capture_work filing: open each approved issue with its est/* + p/* labels.
-  // Only touches the CommiTea label namespaces — no invented labels (zero-pollution).
-  ipcMain.handle(
-    'gitea:createIssues',
-    async (_event, issues: { title: string; body?: string; estimate?: string; priority?: string }[]) => {
-      if (!client) return { ok: false as const, reason: 'unconfigured' as const }
-      const created: { number: number; title: string }[] = []
-      for (const it of issues) {
-        const names = [it.estimate, it.priority].filter((n): n is string => !!n)
-        const labelIds = await resolveLabelIds(names)
-        const issue = await client.createIssue({ title: it.title, body: it.body, labelIds })
-        created.push({ number: issue.number, title: issue.title })
-      }
-      if (created.length) invalidateSnapshot() // new issues enter the board/scope
-      return { ok: true as const, created }
-    },
-  )
-
-  // Read the directive ledger from the pm-state repo (for the Directives screen).
-  ipcMain.handle('pmstate:directives', async () => {
-    const pm = getPmStateClient()
-    if (!pm) return { ok: false as const, reason: 'unconfigured' as const }
-    try {
-      return { ok: true as const, directives: await readDirectives(pm) }
-    } catch (e) {
-      return { ok: false as const, reason: 'error' as const, message: e instanceof Error ? e.message : String(e) }
-    }
-  })
 }

apps/desktop/src/main/index.ts

@@ -3,7 +3,6 @@ import { join } from 'node:path'
 import { BrowserWindow, app, shell } from 'electron'
 
 import { registerGiteaIpc } from './gitea.js'
-import { registerModelIpc } from './model.js'
 
 function createWindow(): void {
   const win = new BrowserWindow({
@@ -36,7 +35,6 @@ function createWindow(): void {
 
 void app.whenReady().then(() => {
   registerGiteaIpc()
-  registerModelIpc()
   createWindow()
 
   app.on('activate', () => {

apps/desktop/src/main/model.ts

@@ -1,157 +0,0 @@
-/**
- * Main-process model bridge — Reginald's brain runs here. Model traffic (like
- * gitea's) stays in main: the renderer is CSP-locked and never talks to the
- * LLM directly. On `model:chat` it drives the agent loop against the configured
- * OpenAI-compatible endpoint, executing `query_project` by reconciling the repo
- * and building the requested view. v0 is read-only — writes still go through the
- * propose-approve controls.
- */
-
-import {
-  buildProjectView,
-  captureWork,
-  type ChangeProposal,
-  type ChatMessage,
-  createChatClient,
-  describeChange,
-  type ModelRouter,
-  type ProjectView,
-  proposalsFor,
-  type ProposeChangeArgs,
-  type QueryFilters,
-  REGINALD_SYSTEM,
-  REGINALD_TOOLS,
-  runAgentTurn,
-  toDirectiveInput,
-} from '@commitea/core'
-import { ipcMain } from 'electron'
-
-import {
-  AGENT_SNAPSHOT_TTL_MS,
-  appendDirectiveEntry,
-  getGiteaClient,
-  getPmStateClient,
-  getSnapshot,
-} from './gitea.js'
-
-/** Small local model for prose + the read tool; big model reserved for later decomposition. */
-function resolveModelRouter(): ModelRouter | null {
-  if (process.env.COMMITEA_E2E === '1') return null // e2e uses the scripted fixture Reginald
-  const baseUrl = process.env.COMMITEA_MODEL_URL ?? 'http://localhost:1234/v1'
-  if (!baseUrl) return null
-  return {
-    small: { baseUrl, model: process.env.COMMITEA_MODEL_SMALL ?? '' },
-    big: { baseUrl, model: process.env.COMMITEA_MODEL_BIG ?? '' },
-  }
-}
-
-/**
- * Resolve which model to actually ask for. An explicit env override wins;
- * otherwise ask the server which model is *loaded* (LM Studio's native
- * `/api/v0/models`) so Reginald follows whatever you load — no config churn on a
- * model switch. Falls back to the first non-embedding model, then a sane default.
- */
-async function resolveLoadedModel(baseUrl: string, override: string): Promise<string> {
-  if (override) return override
-  const root = baseUrl.replace(/\/v1\/?$/, '')
-  try {
-    const res = await fetch(`${root}/api/v0/models`)
-    if (res.ok) {
-      const data = (await res.json()) as { data?: { id: string; state?: string; type?: string }[] }
-      const loaded = (data.data ?? []).find((m) => m.state === 'loaded' && m.type !== 'embeddings')
-      if (loaded) return loaded.id
-    }
-  } catch {
-    // native API unavailable — fall through to the OpenAI listing
-  }
-  try {
-    const res = await fetch(`${baseUrl.replace(/\/+$/, '')}/models`)
-    if (res.ok) {
-      const data = (await res.json()) as { data?: { id: string }[] }
-      const first = (data.data ?? []).find((m) => !/embed/i.test(m.id))
-      if (first) return first.id
-    }
-  } catch {
-    // ignore — use the default
-  }
-  return 'google/gemma-4-e4b'
-}
-
-export function registerModelIpc(): void {
-  const router = resolveModelRouter()
-
-  ipcMain.handle('model:status', async () => {
-    if (!router) return { configured: false, model: null }
-    const model = await resolveLoadedModel(router.small.baseUrl, router.small.model)
-    return { configured: true, model }
-  })
-
-  ipcMain.handle('model:chat', async (_event, messages: ChatMessage[]) => {
-    if (!router) return { ok: false as const, reason: 'unconfigured' as const }
-    const client = getGiteaClient()
-    const model = await resolveLoadedModel(router.small.baseUrl, router.small.model)
-    const chat = createChatClient({ ...router.small, model }, fetch)
-
-    // Proposals the model formulates this turn; the renderer approves them (the
-    // write happens through gitea:applyChange, never inside the loop).
-    const proposals: ChangeProposal[] = []
-
-    const execute = async (name: string, args: unknown) => {
-      if (!client) return { error: 'gitea is not configured' }
-      if (name === 'query_project') {
-        // reuse a recent reconcile — a multi-tool turn shouldn't refetch the repo each call
-        const snap = await getSnapshot(client, { maxAgeMs: AGENT_SNAPSHOT_TTL_MS })
-        const a = (args ?? {}) as { view: ProjectView; filters?: QueryFilters }
-        return buildProjectView(a.view, a.filters, snap, new Date())
-      }
-      if (name === 'propose_change') {
-        const a = (args ?? {}) as ProposeChangeArgs
-        const issue = await client.getIssue(a.issue).catch(() => null)
-        if (!issue) return { error: `issue #${a.issue} not found` }
-        const built = proposalsFor(a, issue.labels, issue.title)
-        proposals.push(...built)
-        return built.length
-          ? { proposed: built.map((p) => ({ issue: a.issue, diff: describeChange(p.plan) })) }
-          : { proposed: [], note: 'no change — already at that value' }
-      }
-      if (name === 'record_directive') {
-        const pm = getPmStateClient()
-        if (!pm) return { error: 'pm-state is not configured' }
-        try {
-          const entry = await appendDirectiveEntry(pm, toDirectiveInput(args))
-          return { recorded: { kind: entry.kind, quote: entry.quote } }
-        } catch (e) {
-          return { error: `could not record — is the pm-state repo created? (${e instanceof Error ? e.message : e})` }
-        }
-      }
-      return { error: `unknown tool: ${name}` }
-    }
-
-    try {
-      const turn = await runAgentTurn({
-        complete: (m, t) => chat.complete(m, t),
-        messages: [{ role: 'system', content: REGINALD_SYSTEM }, ...messages],
-        tools: REGINALD_TOOLS,
-        execute,
-      })
-      return { ok: true as const, content: turn.content, steps: turn.steps, proposals }
-    } catch (e) {
-      return { ok: false as const, reason: 'error' as const, message: e instanceof Error ? e.message : String(e) }
-    }
-  })
-
-  // capture_work — braindump → proposed issue set. The big model does the
-  // decomposition (with one loaded local model, that's the loaded one). Returns
-  // a proposal; nothing is filed until the Capture tray approves it.
-  ipcMain.handle('model:capture', async (_event, braindump: string) => {
-    if (!router) return { ok: false as const, reason: 'unconfigured' as const }
-    const model = await resolveLoadedModel(router.big.baseUrl, router.big.model)
-    const chat = createChatClient({ ...router.big, model }, fetch)
-    try {
-      const proposal = await captureWork((m, t) => chat.complete(m, t), braindump)
-      return { ok: true as const, ...proposal }
-    } catch (e) {
-      return { ok: false as const, reason: 'error' as const, message: e instanceof Error ? e.message : String(e) }
-    }
-  })
-}

apps/desktop/src/main/snapshot-store.ts

@@ -1,47 +0,0 @@
-/**
- * Durable snapshot store — the reconcile cache, persisted to disk. On boot the
- * app shows the last snapshot instantly (stale-while-revalidate) instead of a
- * blank board while ~2N gitea calls run; if gitea is unreachable, reads fall
- * back to it (offline). It's a rebuildable mirror — the durable truth stays in
- * gitea (the purity split, D4). A plain JSON file: the whole snapshot fits in
- * memory at this scale, so indexed SQL buys nothing yet (see the PR).
- */
-
-import { readFileSync, writeFileSync } from 'node:fs'
-import { join } from 'node:path'
-
-import { app } from 'electron'
-
-/** The shape we persist — kept loose so a schema drift degrades to "no cache", not a crash. */
-export interface PersistedSnapshot {
-  issues: unknown[]
-  milestones: unknown[]
-  deps: unknown[]
-  timelines: Record<number, unknown[]>
-  /** ISO time the snapshot was reconciled — shown as "cached since". */
-  savedAt: string
-}
-
-function snapshotPath(): string {
-  return join(app.getPath('userData'), 'commitea-snapshot.json')
-}
-
-/** Load the last persisted snapshot, or null if absent/corrupt. Never throws. */
-export function loadSnapshot(): PersistedSnapshot | null {
-  try {
-    const parsed = JSON.parse(readFileSync(snapshotPath(), 'utf8')) as PersistedSnapshot
-    if (parsed && Array.isArray(parsed.issues)) return parsed
-    return null
-  } catch {
-    return null // missing file, bad JSON, or drift — treat as no cache
-  }
-}
-
-/** Persist a freshly reconciled snapshot. Best-effort — a write failure never breaks a reconcile. */
-export function saveSnapshot(snap: Omit<PersistedSnapshot, 'savedAt'>, savedAt: string): void {
-  try {
-    writeFileSync(snapshotPath(), JSON.stringify({ ...snap, savedAt }), 'utf8')
-  } catch {
-    // disk full / permissions — the in-memory cache still works this session
-  }
-}

apps/desktop/src/preload/index.ts

@@ -5,28 +5,10 @@ const api = {
   gitea: {
     /** Whether the main process has a gitea token + target repo configured. */
     status: () => ipcRenderer.invoke('gitea:status'),
-    /** The last persisted snapshot, for instant boot before the fresh reconcile. */
-    boot: () => ipcRenderer.invoke('gitea:boot'),
     /** Full read of the managed repo — every issue + milestone. */
     reconcile: () => ipcRenderer.invoke('gitea:reconcile'),
     /** One issue by index, normalized (or null if unconfigured). */
     getIssue: (index: number) => ipcRenderer.invoke('gitea:getIssue', index),
-    /** Apply an estimate/priority change (the write path); resolves to the plan + fresh issue. */
-    applyChange: (change: unknown) => ipcRenderer.invoke('gitea:applyChange', change),
-    /** File a set of captured issues with their est/* + p/* labels. */
-    createIssues: (issues: unknown) => ipcRenderer.invoke('gitea:createIssues', issues),
-  },
-  pmstate: {
-    /** Read the directive ledger from the pm-state repo. */
-    directives: () => ipcRenderer.invoke('pmstate:directives'),
-  },
-  model: {
-    /** Whether a model endpoint is configured (else the UI keeps the scripted Reginald). */
-    status: () => ipcRenderer.invoke('model:status'),
-    /** One agent turn: messages in, Reginald's prose + the tools it consulted out. */
-    chat: (messages: unknown) => ipcRenderer.invoke('model:chat', messages),
-    /** Decompose a braindump into a proposed issue set (capture_work). */
-    capture: (braindump: string) => ipcRenderer.invoke('model:capture', braindump),
   },
 }
 

apps/desktop/src/renderer/src/components/screens/calibration-screen.tsx

@@ -1,12 +1,11 @@
 import React from 'react'
 
-import { CALIBRATION, type CalibrationData } from '../../data/fixtures.js'
+import { CALIBRATION } from '../../data/fixtures.js'
 import { Badge, Card, Icon } from '../ui/index.js'
 
-// Calibration report — estimate-vs-actual evidence behind the cones.
+// Calibration report — estimate-vs-actual evidence behind the cones
-// `data` (real fit from closed-issue actuals) overrides the demo fixture.
+export function CalibrationScreen({ onBack }: { onBack: () => void }) {
-export function CalibrationScreen({ onBack, data }: { onBack: () => void; data?: CalibrationData }) {
+  const c = CALIBRATION
-  const c = data ?? CALIBRATION
 
   // scatter chart geometry
   const W = 420,
@@ -69,11 +68,7 @@ export function CalibrationScreen({ onBack, data }: { onBack: () => void; data?:
             <h1 style={{ font: 'var(--text-display)', color: 'var(--ink-1)', margin: 0 }}>Calibration</h1>
             <p style={{ font: 'var(--text-data)', color: 'var(--ink-3)', margin: '6px 0 0', whiteSpace: 'nowrap' }}>{c.n} closed issues with estimates · evidence, not opinion</p>
           </div>
-          {c.active ? (
+          <Badge tone="ok" dot>curve active · n ≥ 20</Badge>
-            <Badge tone="ok" dot>curve active · n ≥ 20</Badge>
-          ) : (
-            <Badge tone="warn" dot>cold-start · {c.n}/20</Badge>
-          )}
         </header>
       </div>
 
@@ -175,9 +170,7 @@ export function CalibrationScreen({ onBack, data }: { onBack: () => void; data?:
               <span style={{ font: '500 12.5px var(--font-mono)', color: 'var(--ink-1)', whiteSpace: 'nowrap' }}>{c.effect.banded}</span>
             </div>
             <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: '10px 0 0' }}>
-              {c.active
+              You are not bad at estimating; you are optimistic in a very stable way. Stable, I can work with.
-                ? 'You are not bad at estimating; you are optimistic in a very stable way. Stable, I can work with.'
-                : 'Not enough closed history yet — I’m forecasting from cold-start priors and widening the cone to stay honest. The curve takes over at 20.'}
             </p>
           </Card>
         </div>

apps/desktop/src/renderer/src/components/screens/capture-screen.tsx

@@ -1,12 +1,8 @@
 import React from 'react'
 
-import type { ProposedIssue } from '@commitea/core'
-
 import { Badge, Button, Card, Icon, Select, Tag } from '../ui/index.js'
 
-// Capture interview — braindump → interview → approved ticket set (< 2 min).
+// Capture interview — braindump → interview → approved ticket set (< 2 min)
-// With a model configured, "Brew tickets" runs real capture_work decomposition
-// and "Approve all" files the issues in gitea; otherwise the scripted demo runs.
 
 interface Ticket {
   title: string
@@ -34,64 +30,6 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
   const [webEst, setWebEst] = React.useState<string | null>(null)
   const [secs, setSecs] = React.useState(0)
 
-  // live capture_work path (real model + gitea writes)
-  const [live, setLive] = React.useState(false)
-  const [brewing, setBrewing] = React.useState(false)
-  const [liveTickets, setLiveTickets] = React.useState<ProposedIssue[] | null>(null)
-  const [filedCount, setFiledCount] = React.useState(0)
-  const [error, setError] = React.useState<string | null>(null)
-
-  React.useEffect(() => {
-    let alive = true
-    window.commitea.model.status().then((s) => { if (alive) setLive(s.configured) }).catch(() => {})
-    return () => { alive = false }
-  }, [])
-
-  const editTicket = (i: number, field: 'estimate' | 'priority', value: string) =>
-    setLiveTickets((ts) => (ts ? ts.map((t, j) => (j === i ? { ...t, [field]: value } : t)) : ts))
-
-  // Decide live-vs-scripted at click time: re-check status if it hasn't resolved
-  // yet, so a configured model never falls into the scripted interview by a race.
-  const onBrew = async () => {
-    const configured = live || (await window.commitea.model.status().then((s) => s.configured).catch(() => false))
-    if (configured) {
-      setLive(true)
-      brew()
-    } else {
-      setStage('interview')
-    }
-  }
-
-  const brew = () => {
-    setError(null)
-    setBrewing(true)
-    window.commitea.model
-      .capture(dump)
-      .then((res) => {
-        setBrewing(false)
-        if (res.ok && res.issues.length) {
-          setLiveTickets(res.issues)
-          setStage('review')
-        } else {
-          setError(res.ok ? 'I could not find concrete work in that — try a bit more detail.' : `Capture failed: ${res.reason === 'error' ? res.message : 'no model'}`)
-        }
-      })
-      .catch(() => { setBrewing(false); setError('I could not reach the model.') })
-  }
-
-  const fileLive = () => {
-    if (!liveTickets) return
-    setBrewing(true)
-    window.commitea.gitea
-      .createIssues(liveTickets)
-      .then((res) => {
-        setBrewing(false)
-        if (res.ok) { setFiledCount(res.created.length); setStage('filed') }
-        else setError('Filing failed — gitea is not configured.')
-      })
-      .catch(() => { setBrewing(false); setError('Filing failed.') })
-  }
-
   const running = stage === 'interview' || stage === 'review'
   React.useEffect(() => {
     if (!running) return
@@ -125,23 +63,19 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
     else setStage('review')
   }
 
-  // draft tickets build as the interview progresses (scripted demo path)
+  // draft tickets build as the interview progresses
-  const scripted: Ticket[] = []
+  const tickets: Ticket[] = []
   if (split === true) {
-    scripted.push({ title: 'Token refresh: retry with backoff', est: 'est/2d', p: 'p/2' })
+    tickets.push({ title: 'Token refresh: retry with backoff', est: 'est/2d', p: 'p/2' })
-    scripted.push({ title: 'Session storage: stale reads on wake', est: 'est/1d', p: 'p/3' })
+    tickets.push({ title: 'Session storage: stale reads on wake', est: 'est/1d', p: 'p/3' })
   } else if (split === false) {
-    scripted.push({ title: 'Auth: token refresh + session storage', est: 'est/3d', p: 'p/2' })
+    tickets.push({ title: 'Auth: token refresh + session storage', est: 'est/3d', p: 'p/2' })
   }
-  if (webEst) scripted.push({ title: 'Webhook debounce: double-fire guard', est: webEst, p: 'p/1', dep: 'blocked by auth work' })
+  if (webEst) tickets.push({ title: 'Webhook debounce: double-fire guard', est: webEst, p: 'p/1', dep: 'blocked by auth work' })
-  if (!live && (stage === 'review' || stage === 'filed')) {
+  if (stage === 'review' || stage === 'filed') {
-    scripted.push({ title: 'Docs: auth setup guide', est: 'est/1d', p: 'p/4', byReginald: true })
+    tickets.push({ title: 'Docs: auth setup guide', est: 'est/1d', p: 'p/4', byReginald: true })
   }
-  // real capture_work output overrides the scripted set when present
+  const totalDays = tickets.reduce((n, t) => n + parseInt(t.est.replace('est/', '')), 0)
-  const tickets: Ticket[] = liveTickets
-    ? liveTickets.map((i) => ({ title: i.title, est: i.estimate ?? 'est/2d', p: i.priority ?? 'p/3' }))
-    : scripted
-  const totalDays = tickets.reduce((n, t) => n + parseInt(t.est.replace('est/', ''), 10), 0)
 
   const estOptions = ['est/1d', 'est/2d', 'est/3d', 'est/5d', 'est/8d'].map((v) => ({ value: v, label: v }))
   const pOptions = ['p/1', 'p/2', 'p/3', 'p/4'].map((v) => ({ value: v, label: v }))
@@ -162,20 +96,8 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
             <div style={{ display: 'flex', alignItems: 'center', gap: 8, flexWrap: 'wrap' }}>
               {editable ? (
                 <>
-                  <Select
+                  <Select options={estOptions} defaultValue={t.est} style={{ width: 96 }} />
-                    options={estOptions}
+                  <Select options={pOptions} defaultValue={t.p} style={{ width: 76 }} />
-                    value={liveTickets ? t.est : undefined}
-                    defaultValue={liveTickets ? undefined : t.est}
-                    onChange={(e) => editTicket(i, 'estimate', e.target.value)}
-                    style={{ width: 96 }}
-                  />
-                  <Select
-                    options={pOptions}
-                    value={liveTickets ? t.p : undefined}
-                    defaultValue={liveTickets ? undefined : t.p}
-                    onChange={(e) => editTicket(i, 'priority', e.target.value)}
-                    style={{ width: 76 }}
-                  />
                 </>
               ) : (
                 <>
@@ -222,12 +144,7 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
           <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: '10px 0 14px' }}>
             Sentences, fragments, grievances — all welcome. I'll sort it into tickets and only ask what I can't infer.
           </p>
-          <Button icon="sparkles" onClick={() => void onBrew()} disabled={brewing}>
+          <Button icon="sparkles" onClick={() => setStage('interview')}>Brew tickets</Button>
-            {brewing ? 'Brewing…' : 'Brew tickets'}
-          </Button>
-          {error ? (
-            <p style={{ font: 'var(--text-agent)', color: 'var(--danger)', margin: '10px 0 0' }}>{error}</p>
-          ) : null}
         </Card>
       ) : null}
 
@@ -257,26 +174,15 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
         <div style={{ display: 'grid', gridTemplateColumns: '1fr 1.1fr', gap: 14, alignItems: 'start' }}>
           <Card overline="Consequence" title={`${tickets.length} tickets · ~${totalDays}d of work`} jade
                 footer={<>
-                  <Button onClick={() => (live ? fileLive() : setStage('filed'))} disabled={brewing}>
+                  <Button onClick={() => setStage('filed')}>Approve all</Button>
-                    {brewing ? 'Filing…' : 'Approve all'}
+                  <Button variant="ghost" onClick={() => { setStage('dump'); setQi(0); setLog([]); setSplit(null); setWebEst(null); setSecs(0); }}>Discard</Button>
-                  </Button>
-                  <Button variant="ghost" onClick={() => { setStage('dump'); setQi(0); setLog([]); setSplit(null); setWebEst(null); setSecs(0); setLiveTickets(null); setError(null); }}>Discard</Button>
                 </>}>
-            {live ? (
+            <p style={{ font: 'var(--text-body)', margin: '0 0 8px' }}>
-              <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: 0 }}>
+              Beta's 80% window moves <span style={{ font: 'var(--text-data)' }}>Mar 3–12 → Mar 5–14</span>. Capacity absorbs the rest.
-                {tickets.length} issue{tickets.length === 1 ? '' : 's'} from your braindump, estimated and prioritized.
+            </p>
-                Adjust the labels, then approve — I'll open them in gitea with only est/* and p/* labels.
+            <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: 0 }}>
-              </p>
+              I added the docs ticket you mentioned and wired the dependency. Shall I make it so?
-            ) : (
+            </p>
-              <>
-                <p style={{ font: 'var(--text-body)', margin: '0 0 8px' }}>
-                  Beta's 80% window moves <span style={{ font: 'var(--text-data)' }}>Mar 3–12 → Mar 5–14</span>. Capacity absorbs the rest.
-                </p>
-                <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: 0 }}>
-                  I added the docs ticket you mentioned and wired the dependency. Shall I make it so?
-                </p>
-              </>
-            )}
           </Card>
           <Tray editable />
         </div>
@@ -289,7 +195,7 @@ export function CaptureScreen({ onDone }: { onDone: () => void }) {
               <Icon name="circle-check" size={22} /> Filed
             </span>
             <p style={{ font: 'var(--text-body)', margin: 0 }}>
-              {live ? filedCount : tickets.length} issues opened in gitea with <span style={{ font: 'var(--text-data)' }}>est/*</span> and <span style={{ font: 'var(--text-data)' }}>p/*</span> labels — nothing else touched.
+              {tickets.length} issues opened in gitea with <span style={{ font: 'var(--text-data)' }}>est/*</span> and <span style={{ font: 'var(--text-data)' }}>p/*</span> labels — nothing else touched.
             </p>
             <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: 0 }}>
               Elapsed {clock} — under budget. No bot comments, no synthetic issues; your repo remains yours.

apps/desktop/src/renderer/src/components/screens/directives-screen.tsx

@@ -8,35 +8,6 @@ export function DirectivesScreen() {
   const [pending, setPending] = React.useState<DirectivePending | null>(DIRECTIVES.pending)
   const [entries, setEntries] = React.useState<DirectiveEntry[]>(DIRECTIVES.entries)
 
-  // Real ledger from the pm-state repo, when it exists — else the fixture demo.
-  React.useEffect(() => {
-    let alive = true
-    window.commitea.pmstate
-      .directives()
-      .then((r) => {
-        if (!alive || !r.ok || r.directives.length === 0) return
-        setPending(null)
-        setEntries(
-          r.directives
-            .slice()
-            .reverse()
-            .map((d) => ({
-              seq: d.seq,
-              who: 'You',
-              when: new Date(d.ts).toLocaleDateString(),
-              what: d.quote,
-              why: d.rationale ?? '',
-              status: d.status === 'accepted' ? 'applied' : d.status === 'withdrawn' ? 'withdrawn' : 'superseded',
-              consequence: '',
-            })),
-        )
-      })
-      .catch(() => {})
-    return () => {
-      alive = false
-    }
-  }, [])
-
   const resolve = (status: string) => {
     setEntries((e) => [{
       seq: pending!.seq, who: pending!.who, when: pending!.when, what: pending!.what, why: 'pilot demo on the 14th',

apps/desktop/src/renderer/src/components/screens/focus-screen.tsx

@@ -109,9 +109,7 @@ export function FocusScreen({
         <BurnUpCone data={forecast?.cone} />
         <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: '10px 0 0' }}>
           {forecast
-            ? forecast.coldStart
+            ? `${forecast.scope} open ${forecast.scope === 1 ? 'issue' : 'issues'} in scope. Cold-start priors — the cone tightens as the team closes work.`
-              ? `${forecast.scope} open ${forecast.scope === 1 ? 'issue' : 'issues'} in scope. Cold-start priors — ${forecast.calibratedN}/20 estimated closes so far; the cone tightens as the team closes work.`
-              : `${forecast.scope} open ${forecast.scope === 1 ? 'issue' : 'issues'} in scope, calibrated on ${forecast.calibratedN} closed ${forecast.calibratedN === 1 ? 'issue' : 'issues'} of your own.`
             : 'The cone has narrowed since Friday. I’m quietly pleased.'}
         </p>
       </Card>

apps/desktop/src/renderer/src/components/screens/issue-screen.tsx

@@ -1,33 +1,17 @@
 // Issue detail — human intent (gitea) on the left, machine-derived (pm-state) on the right
-import React, { useState } from 'react'
+import React from 'react'
-
-import {
-  describeChange,
-  type EstimateLabel,
-  ESTIMATE_LABELS,
-  type IssueChange,
-  planIssueChange,
-  type PriorityLabel,
-  PRIORITY_LABELS,
-} from '@commitea/core'
 
 import { ISSUE_DETAIL, type IssueDetail, type IssueRef } from '../../data/fixtures.js'
-import { Badge, Button, Card, Dialog, Icon, Select, Tag } from '../ui/index.js'
+import { Badge, Button, Card, Icon, Tag } from '../ui/index.js'
-
-const NONE = '—'
 
 export function IssueScreen({
   issue,
   onBack,
   onOpenIssue,
-  canWrite = false,
-  onApplyChange,
 }: {
   issue: IssueRef
   onBack: () => void
   onOpenIssue: (issue: IssueRef) => void
-  canWrite?: boolean
-  onApplyChange?: (change: IssueChange) => Promise<{ ok: boolean }>
 }) {
   const det: IssueDetail = ISSUE_DETAIL[issue.id] || {
     state: 'triage',
@@ -56,44 +40,6 @@ export function IssueScreen({
     } as Record<string, { tone: 'warn' | 'neutral' | 'info' | 'ok'; label: string }>
   )[det.state] || { tone: 'neutral', label: det.state }
 
-  // ---- propose-approve write path (apply_changes) ----
-  const labels = issue.labels ?? []
-  const curEstimate = labels.find((l) => l.startsWith('est/')) ?? ''
-  const curPriority = labels.find((l) => l.startsWith('p/')) ?? ''
-  const [adjustOpen, setAdjustOpen] = useState(false)
-  const [estimate, setEstimate] = useState(curEstimate)
-  const [priority, setPriority] = useState(curPriority)
-  const [applying, setApplying] = useState(false)
-
-  const openAdjust = () => {
-    setEstimate(curEstimate)
-    setPriority(curPriority)
-    setAdjustOpen(true)
-  }
-
-  // the concrete changes this dialog would apply, one per axis that differs
-  const pendingChanges: IssueChange[] = []
-  if (estimate !== curEstimate)
-    pendingChanges.push({ kind: 'reestimate', issue: issue.id, estimate: (estimate || null) as EstimateLabel | null })
-  if (priority !== curPriority)
-    pendingChanges.push({ kind: 'reprioritize', issue: issue.id, priority: (priority || null) as PriorityLabel | null })
-
-  const diffs = pendingChanges.map((c) => describeChange(planIssueChange(labels, c)))
-
-  const apply = async () => {
-    if (!onApplyChange || pendingChanges.length === 0) return
-    setApplying(true)
-    try {
-      for (const c of pendingChanges) await onApplyChange(c)
-      setAdjustOpen(false)
-    } finally {
-      setApplying(false)
-    }
-  }
-
-  const estOptions = [{ value: '', label: NONE }, ...ESTIMATE_LABELS.map((l) => ({ value: l, label: l }))]
-  const prioOptions = [{ value: '', label: NONE }, ...PRIORITY_LABELS.map((l) => ({ value: l, label: l }))]
-
   return (
     <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
       {/* breadcrumb + header */}
@@ -119,69 +65,10 @@ export function IssueScreen({
               </span>
             </div>
           </div>
-          <div style={{ display: 'flex', gap: 8, flexShrink: 0 }}>
+          <Button variant="secondary" icon="arrow-up-right">Open in Gitea</Button>
-            {canWrite ? (
-              <Button variant="secondary" icon="pencil" onClick={openAdjust}>
-                Adjust
-              </Button>
-            ) : null}
-            <Button variant="secondary" icon="arrow-up-right">Open in Gitea</Button>
-          </div>
         </header>
       </div>
 
-      <Dialog
-        open={adjustOpen}
-        onClose={() => setAdjustOpen(false)}
-        title="Adjust estimate & priority"
-        footer={
-          <>
-            <Button variant="ghost" onClick={() => setAdjustOpen(false)}>
-              Cancel
-            </Button>
-            <Button onClick={apply} disabled={pendingChanges.length === 0 || applying}>
-              {applying ? 'Applying…' : 'Apply to gitea'}
-            </Button>
-          </>
-        }
-      >
-        <div style={{ display: 'flex', gap: 14 }}>
-          <Select
-            label="Estimate"
-            options={estOptions}
-            value={estimate}
-            onChange={(e) => setEstimate(e.target.value)}
-          />
-          <Select
-            label="Priority"
-            options={prioOptions}
-            value={priority}
-            onChange={(e) => setPriority(e.target.value)}
-          />
-        </div>
-        <div style={{ marginTop: 14, minHeight: 40 }}>
-          {pendingChanges.length === 0 ? (
-            <p style={{ font: 'var(--text-agent)', color: 'var(--ink-3)', margin: 0 }}>
-              No change yet — pick a different estimate or priority.
-            </p>
-          ) : (
-            <>
-              <p style={{ font: 'var(--text-overline)', letterSpacing: 'var(--letter-spacing-wide)', textTransform: 'uppercase', color: 'var(--ink-3)', margin: '0 0 6px' }}>
-                Proposed label change
-              </p>
-              {diffs.map((d) => (
-                <div key={d} style={{ font: '500 13px var(--font-mono)', color: 'var(--ink-1)' }}>
-                  {d}
-                </div>
-              ))}
-              <p style={{ font: 'var(--text-agent)', color: 'var(--ink-2)', margin: '8px 0 0' }}>
-                Writes the label to gitea and re-runs the plan. Nothing else changes.
-              </p>
-            </>
-          )}
-        </div>
-      </Dialog>
-
       <div style={{ display: 'grid', gridTemplateColumns: '1fr 300px', gap: 16, alignItems: 'start' }}>
         {/* left: human intent */}
         <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>

apps/desktop/src/renderer/src/components/screens/runway-screen.tsx

@@ -8,22 +8,15 @@ import { RUNWAY, CAPACITY } from '../../data/fixtures.js'
 export function RunwayScreen({
   onOpenCalibration,
   onOpenMilestone,
-  calibration,
 }: {
   onOpenCalibration: () => void
   onOpenMilestone: () => void
-  calibration?: { n: number; coldStart: boolean }
 }) {
-  const calibNote = calibration
-    ? calibration.coldStart
-      ? `cold-start priors · ${calibration.n}/20 closed issues estimated`
-      : `calibrated on ${calibration.n} closed ${calibration.n === 1 ? 'issue' : 'issues'}`
-    : 'calibrated on 27 closed issues'
   return (
     <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
       <header style={{ borderBottom: 'var(--rule-double)', paddingBottom: 14 }}>
         <h1 style={{ font: 'var(--text-display)', color: 'var(--ink-1)', margin: 0 }}>Runway</h1>
-        <p style={{ font: 'var(--text-data)', color: 'var(--ink-3)', margin: '6px 0 0' }}>capacity vs milestone dates · {calibNote}</p>
+        <p style={{ font: 'var(--text-data)', color: 'var(--ink-3)', margin: '6px 0 0' }}>capacity vs milestone dates · calibrated on 27 closed issues</p>
       </header>
 
       <Card overline="Milestones" flush>

apps/desktop/src/renderer/src/components/shell/app-shell.tsx

@@ -1,10 +1,8 @@
 import React, { useEffect, useState } from 'react'
 
 import logoIcon from '../../design/assets/logo-icon.png'
-import type { IssueChange } from '@commitea/core'
-
 import type { IssueRef } from '../../data/fixtures.js'
-import { backlogCalibration, forecastBacklog, issuesToBoardColumns, scheduleFocus } from '../../lib/backlog.js'
+import { forecastBacklog, issuesToBoardColumns, scheduleFocus } from '../../lib/backlog.js'
 import { useBacklog } from '../../lib/use-backlog.js'
 import { PrimitivesGallery } from '../gallery.js'
 import { BoardScreen } from '../screens/board-screen.js'
@@ -87,17 +85,13 @@ export function AppShell() {
   const [offline, setOffline] = useState(false)
   const [issue, setIssue] = useState<IssueRef | null>(null)
   const [readIds, setReadIds] = useState<number[]>([])
-  const [backlog, refetchBacklog] = useBacklog()
+  const backlog = useBacklog()
   const boardColumns =
     backlog.status === 'ready' ? issuesToBoardColumns(backlog.issues, backlog.timelines) : undefined
   const focus =
     backlog.status === 'ready' ? scheduleFocus(backlog.issues, backlog.deps, backlog.timelines) : undefined
-  const calibration =
-    backlog.status === 'ready' ? backlogCalibration(backlog.issues, backlog.timelines) : undefined
   const forecast =
-    backlog.status === 'ready'
+    backlog.status === 'ready' ? (forecastBacklog(backlog.issues, backlog.deps) ?? undefined) : undefined
-      ? (forecastBacklog(backlog.issues, backlog.deps, new Date(), calibration?.model) ?? undefined)
-      : undefined
 
   useEffect(() => {
     document.documentElement.setAttribute('data-theme', dark ? 'dark' : 'light')
@@ -109,17 +103,6 @@ export function AppShell() {
     setView('issue')
   }
 
-  // The write path: apply through the bridge, reflect the new labels on the open
-  // issue immediately, and re-reconcile so the board + forecast catch up.
-  const applyChange = async (change: IssueChange) => {
-    const res = await window.commitea.gitea.applyChange(change)
-    if (res.ok) {
-      setIssue((cur) => (cur && cur.id === res.issue.number ? { ...cur, labels: res.issue.labels } : cur))
-      refetchBacklog()
-    }
-    return res
-  }
-
   const NAV: NavEntry[] = [
     { id: 'standup', label: 'Standup', icon: 'sun' },
     { id: 'focus', label: 'Morning service', icon: 'coffee' },
@@ -195,11 +178,10 @@ export function AppShell() {
           <RunwayScreen
             onOpenCalibration={() => setView('calibration')}
             onOpenMilestone={() => setView('milestone')}
-            calibration={calibration ? { n: calibration.model.n, coldStart: calibration.model.coldStart } : undefined}
           />
         )
       case 'calibration':
-        return <CalibrationScreen onBack={() => setView('runway')} data={calibration?.data} />
+        return <CalibrationScreen onBack={() => setView('runway')} />
       case 'milestone':
         return <MilestoneScreen onBack={() => setView('runway')} onOpenIssue={openIssue} />
       case 'inbox':
@@ -219,13 +201,7 @@ export function AppShell() {
         return <SettingsScreen dark={dark} setDark={setDark} />
       case 'issue':
         return issue ? (
-          <IssueScreen
+          <IssueScreen issue={issue} onBack={() => setView(prevView)} onOpenIssue={openIssue} />
-            issue={issue}
-            onBack={() => setView(prevView)}
-            onOpenIssue={openIssue}
-            canWrite={backlog.status === 'ready'}
-            onApplyChange={applyChange}
-          />
         ) : null
       case 'states':
         return <StatesScreen onCapture={() => setView('capture')} />
@@ -337,7 +313,7 @@ export function AppShell() {
         </div>
       </main>
 
-      <ChatPanel onOpenDirectives={() => setView('directives')} offline={offline} onApplyChange={applyChange} />
+      <ChatPanel onOpenDirectives={() => setView('directives')} offline={offline} />
     </div>
   )
 }

apps/desktop/src/renderer/src/components/shell/chat-panel.tsx

@@ -1,28 +1,22 @@
 import React, { useEffect, useRef, useState } from 'react'
 
-import { describeChange, type IssueChange } from '@commitea/core'
+import { CANNED_REPLY, CHAT, type ChatMessage } from '../../data/fixtures.js'
-
+import { Icon, IconButton } from '../ui/index.js'
-import { useChat } from '../../lib/use-chat.js'
-import { Button, Icon, IconButton } from '../ui/index.js'
 
 /**
- * Reginald's panel — chat is the write-path (decisions.md D1). Wired to the
+ * Reginald's panel — chat is the write-path (decisions.md D1). This is the P3-2
- * model bridge via `useChat`: a configured model drives a real agent turn
+ * fixture shell: it echoes a canned reply so the layout + interactions are real,
- * (query_project + prose, propose_change for edits); otherwise it echoes the
+ * but no model is wired. P4 replaces `send` with the model router + tools.
- * scripted fixture reply. Proposed changes are approved inline here — the write
- * runs through `onApplyChange`, the same guarded handler the Issue screen uses.
  */
 export interface ChatPanelProps {
   onOpenDirectives?: () => void
   offline?: boolean
-  onApplyChange?: (change: IssueChange) => Promise<{ ok: boolean }>
 }
 
-export function ChatPanel({ onOpenDirectives, offline, onApplyChange }: ChatPanelProps) {
+export function ChatPanel({ onOpenDirectives, offline }: ChatPanelProps) {
-  const { msgs, thinking, live, model, steps, proposals, send: sendChat, approve, dismiss } = useChat(onApplyChange)
+  const [msgs, setMsgs] = useState<ChatMessage[]>(CHAT)
-  // shorten "google/gemma-4-26b-a4b-qat" → "gemma-4-26b" for the header chip
-  const modelLabel = model ? (model.split('/').pop() ?? model).replace(/-(qat|instruct|it|gguf)$/i, '') : 'gemma-4'
   const [text, setText] = useState('')
+  const [thinking, setThinking] = useState(false)
   const scrollRef = useRef<HTMLDivElement>(null)
 
   useEffect(() => {
@@ -33,8 +27,13 @@ export function ChatPanel({ onOpenDirectives, offline, onApplyChange }: ChatPane
   const send = () => {
     const t = text.trim()
     if (!t) return
+    setMsgs((m) => [...m, { from: 'user', text: t }])
     setText('')
-    sendChat(t)
+    setThinking(true)
+    setTimeout(() => {
+      setThinking(false)
+      setMsgs((m) => [...m, { from: 'agent', text: CANNED_REPLY }])
+    }, 900)
   }
 
   return (
@@ -62,7 +61,7 @@ export function ChatPanel({ onOpenDirectives, offline, onApplyChange }: ChatPane
         <Icon name="sparkles" size={16} style={{ color: offline ? 'var(--ink-3)' : 'var(--jade)' }} />
         <span style={{ font: 'var(--text-body-strong)', color: 'var(--ink-1)' }}>Reginald</span>
         <span style={{ font: '400 11px var(--font-mono)', color: 'var(--ink-3)', marginLeft: 'auto' }}>
-          {offline ? 'offline · queueing' : live ? `${modelLabel} · local` : 'demo · scripted'}
+          {offline ? 'offline · queueing' : 'gemma-4b · local'}
         </span>
         <IconButton icon="history" label="Directive log" size="sm" onClick={onOpenDirectives} />
       </header>
@@ -99,38 +98,6 @@ export function ChatPanel({ onOpenDirectives, offline, onApplyChange }: ChatPane
           </div>
         ) : null}
         {thinking ? <div style={{ font: 'var(--text-agent)', color: 'var(--ink-3)' }}>considering…</div> : null}
-        {!thinking && steps.length ? (
-          <div style={{ font: 'var(--text-caption)', color: 'var(--ink-3)', display: 'flex', alignItems: 'center', gap: 5 }}>
-            <Icon name="eye" size={11} /> consulted {Array.from(new Set(steps.map((s) => s.replace('query_project', 'the project').replace('propose_change', 'the labels').replace('record_directive', 'the directive ledger')))).join(', ')}
-          </div>
-        ) : null}
-        {proposals.map((p) => (
-          <div
-            key={`${p.change.issue}:${p.change.kind}`}
-            style={{
-              border: '1px solid var(--line-2)',
-              borderRadius: 'var(--radius-2)',
-              background: 'var(--paper-0)',
-              padding: '10px 12px',
-              display: 'flex',
-              flexDirection: 'column',
-              gap: 8,
-            }}
-          >
-            <div style={{ font: 'var(--text-caption)', color: 'var(--ink-3)', textTransform: 'uppercase', letterSpacing: 'var(--letter-spacing-wide)' }}>
-              Proposed · #{p.change.issue}
-            </div>
-            <div style={{ font: '500 13px var(--font-mono)', color: 'var(--ink-1)' }}>{describeChange(p.plan)}</div>
-            <div style={{ display: 'flex', gap: 8 }}>
-              <Button size="sm" onClick={() => approve(p)} disabled={offline}>
-                Approve
-              </Button>
-              <Button size="sm" variant="ghost" onClick={() => dismiss(p)}>
-                Dismiss
-              </Button>
-            </div>
-          </div>
-        ))}
       </div>
 
       <div style={{ padding: 14, borderTop: '1px solid var(--line-1)', flexShrink: 0 }}>

apps/desktop/src/renderer/src/global.d.ts

@@ -1,83 +1,17 @@
-import type {
+import type { DependencyEdge, GiteaIssue, GiteaMilestone, LifecycleEvent } from '@commitea/core'
-  AgentStep,
-  ChangeProposal,
-  ChatMessage,
-  CaptureProposal,
-  DependencyEdge,
-  DirectiveRecord,
-  GiteaIssue,
-  GiteaMilestone,
-  IssueChange,
-  LabelPlan,
-  LifecycleEvent,
-  ProposedIssue,
-} from '@commitea/core'
-
-/** The result of a write through the bridge. */
-export type ApplyChangeResult =
-  | { ok: false; reason: 'unconfigured' }
-  | { ok: true; plan: LabelPlan; issue: GiteaIssue }
-
-/** The result of filing captured issues. */
-export type CreateIssuesResult =
-  | { ok: false; reason: 'unconfigured' }
-  | { ok: true; created: { number: number; title: string }[] }
-
-/** The result of a capture_work decomposition. */
-export type CaptureResult =
-  | { ok: false; reason: 'unconfigured' | 'error'; message?: string }
-  | ({ ok: true } & CaptureProposal)
-
-/** A reconciled snapshot as it crosses the bridge. */
-export interface SnapshotPayload {
-  configured: boolean
-  issues: GiteaIssue[]
-  milestones: GiteaMilestone[]
-  deps: DependencyEdge[]
-  /** Normalized lifecycle events keyed by issue number. */
-  timelines: Record<number, LifecycleEvent[]>
-  /** true when served from the persisted cache (offline / instant boot). */
-  stale?: boolean
-  /** ISO time the persisted snapshot was reconciled (present on cached reads). */
-  savedAt?: string
-}
-
-/** Boot payload — the persisted snapshot, or a marker that there's none yet. */
-export type BootPayload =
-  | { configured: false }
-  | { configured: true; cached: false }
-  | ({ configured: true; cached: true } & Omit<SnapshotPayload, 'configured'>)
 
 /** The gitea bridge exposed by the preload over IPC (main-process backed). */
 export interface GiteaBridge {
   status(): Promise<{ configured: boolean; repo: string | null }>
-  boot(): Promise<BootPayload>
+  reconcile(): Promise<{
-  reconcile(): Promise<SnapshotPayload>
+    configured: boolean
+    issues: GiteaIssue[]
+    milestones: GiteaMilestone[]
+    deps: DependencyEdge[]
+    /** Normalized lifecycle events keyed by issue number. */
+    timelines: Record<number, LifecycleEvent[]>
+  }>
   getIssue(index: number): Promise<GiteaIssue | null>
-  applyChange(change: IssueChange): Promise<ApplyChangeResult>
-  createIssues(issues: ProposedIssue[]): Promise<CreateIssuesResult>
-}
-
-/** One agent turn's result. */
-export type ChatResult =
-  | { ok: false; reason: 'unconfigured' | 'error'; message?: string }
-  | { ok: true; content: string; steps: AgentStep[]; proposals: ChangeProposal[] }
-
-/** The model bridge (Reginald) exposed by the preload over IPC. */
-export interface ModelBridge {
-  status(): Promise<{ configured: boolean; model: string | null }>
-  chat(messages: ChatMessage[]): Promise<ChatResult>
-  capture(braindump: string): Promise<CaptureResult>
-}
-
-/** The result of reading the directive ledger. */
-export type DirectivesResult =
-  | { ok: false; reason: 'unconfigured' | 'error'; message?: string }
-  | { ok: true; directives: DirectiveRecord[] }
-
-/** The pm-state bridge (machine-derived state) exposed by the preload over IPC. */
-export interface PmStateBridge {
-  directives(): Promise<DirectivesResult>
 }
 
 declare global {
@@ -85,8 +19,6 @@ declare global {
     commitea: {
       platform: string
       gitea: GiteaBridge
-      model: ModelBridge
-      pmstate: PmStateBridge
     }
   }
 }

apps/desktop/src/renderer/src/lib/backlog.ts

@@ -1,24 +1,17 @@
 import {
-  type CalibrationModel,
-  type CalibrationSample,
-  calibrationSamples,
-  COLD_START_THRESHOLD,
   type DependencyEdge,
-  fitCalibration,
   forecast,
   type GiteaIssue,
   inferLifecycle,
   type LifecycleColumn,
   type LifecycleEvent,
   type LifecycleInference,
-  PRIOR_BUCKETS,
   schedule,
   type ScheduledItem,
   selectFocus,
-  toDurationModel,
 } from '@commitea/core'
 
-import { type BoardColumn, type BoardIssue, type CalibrationData, type FocusIssue } from '../data/fixtures.js'
+import { type BoardColumn, type BoardIssue, type FocusIssue } from '../data/fixtures.js'
 import { type BurnUpData, buildBurnUpData } from './dates.js'
 
 type Timelines = Record<number, LifecycleEvent[]>
@@ -107,109 +100,22 @@ export interface ForecastView {
   cone: BurnUpData
   p80Label: string
   rangeLabel: string
-  /** true while the forecast still runs on code priors (calibration not yet trusted). */
-  coldStart: boolean
-  /** Closed-with-estimate issues feeding calibration so far. */
-  calibratedN: number
 }
 
 /**
  * Monte Carlo forecast over the open backlog, mapped onto a calendar-anchored
- * burn-up cone. When a calibration model is supplied and past cold-start, its
+ * burn-up cone. Returns null when there's nothing to forecast (no open scope) —
- * fitted params drive the sim. Returns null when there's nothing to forecast.
+ * the UI then falls back to the demo cone. `today` is injectable for tests.
- * `today` is injectable for tests.
  */
 export function forecastBacklog(
   issues: GiteaIssue[],
   deps: DependencyEdge[],
   today: Date = new Date(),
-  calibration?: CalibrationModel,
 ): ForecastView | null {
-  const model = calibration ? toDurationModel(calibration) : undefined
+  const f = forecast(toSchedulable(issues), deps)
-  const f = forecast(toSchedulable(issues), deps, model ? { model } : {})
   const cone = buildBurnUpData(f, today)
   if (!cone) return null
-  return {
+  return { scope: f.scope, cone, p80Label: cone.p80Label, rangeLabel: cone.rangeLabel }
-    scope: f.scope,
-    cone,
-    p80Label: cone.p80Label,
-    rangeLabel: cone.rangeLabel,
-    coldStart: f.coldStart,
-    calibratedN: calibration?.n ?? 0,
-  }
-}
-
-/** Fit the calibration model from the closed backlog's inferred actuals (#1). */
-export function calibrateBacklog(
-  issues: GiteaIssue[],
-  timelines: Timelines = {},
-  asOf: Date = new Date(),
-): CalibrationModel {
-  return fitCalibration(calibrationSamples(issues, timelines, asOf))
-}
-
-/** Calibration model + its screen view in one pass over the closed backlog. */
-export function backlogCalibration(
-  issues: GiteaIssue[],
-  timelines: Timelines = {},
-  asOf: Date = new Date(),
-): { model: CalibrationModel; data: CalibrationData } {
-  const samples = calibrationSamples(issues, timelines, asOf)
-  const model = fitCalibration(samples)
-  return { model, data: calibrationData(model, samples, issues) }
-}
-
-const pctFromMu = (mu: number) => Math.round((Math.exp(mu) - 1) * 100)
-
-/**
- * Shape the calibration model + its samples into the screen's view. Buckets and
- * people only earn a bias once their sample clears the fit floor; everything
- * degrades honestly on a thin (cold-start) dataset.
- */
-export function calibrationData(
-  model: CalibrationModel,
-  samples: CalibrationSample[],
-  openIssues: GiteaIssue[],
-): CalibrationData {
-  const labels = PRIOR_BUCKETS.map((b) => {
-    const inBucket = samples.filter((s) => s.bucket === b)
-    const fit = model.byBucket[b]
-    const mu = fit ? fit.mu : model.global.mu
-    return {
-      label: `est/${b}d`,
-      n: fit ? fit.n : inBucket.length,
-      median: inBucket.length ? `${(b * Math.exp(mu)).toFixed(1)}d` : '—',
-      bias: fit ? pctFromMu(fit.mu) : null,
-    }
-  })
-
-  const people = Object.entries(model.byPerson).map(([who, pb]) => ({
-    who,
-    n: pb.n,
-    bias: pctFromMu(model.global.mu + pb.biasMu),
-    note: '',
-  }))
-
-  const openEst = openIssues
-    .filter((i) => i.state === 'open')
-    .reduce((sum, i) => sum + (i.facts.estimateDays ?? 2), 0)
-  const effect = model.coldStart
-    ? { raw: `${model.n}/${COLD_START_THRESHOLD} estimated closes`, banded: 'cold-start priors', p50: '—' }
-    : {
-        raw: `${openEst}d estimated`,
-        banded: `×${Math.exp(model.global.mu).toFixed(2)} median drift`,
-        p50: `≈${Math.round(openEst * Math.exp(model.global.mu))}d`,
-      }
-
-  return {
-    n: model.n,
-    active: !model.coldStart,
-    labels,
-    people,
-    scatter: samples.map((s) => [s.estimateDays, s.actualWorkingDays]),
-    fit: Number(Math.exp(model.global.mu).toFixed(2)),
-    effect,
-  }
 }
 
 /**

apps/desktop/src/renderer/src/lib/use-backlog.ts

@@ -1,4 +1,4 @@
-import { useCallback, useEffect, useState } from 'react'
+import { useEffect, useState } from 'react'
 
 import type { DependencyEdge, GiteaIssue, GiteaMilestone, LifecycleEvent } from '@commitea/core'
 
@@ -12,50 +12,18 @@ export type BacklogState =
       milestones: GiteaMilestone[]
       deps: DependencyEdge[]
       timelines: Record<number, LifecycleEvent[]>
-      /** true while showing the persisted snapshot (instant boot / offline). */
-      stale: boolean
-      /** ISO time the shown snapshot was reconciled, when stale. */
-      savedAt?: string
     }
 
 /**
- * Reconcile the managed repo through the main-process bridge, stale-while-
+ * Reconcile the managed repo once on mount, through the main-process bridge.
- * revalidate: on mount it shows the persisted snapshot instantly (marked stale),
+ * `unconfigured` means no token — the UI falls back to demo fixtures. Errors
- * then a fresh reconcile supersedes it. If gitea is unreachable, the fresh
+ * (network, bad token) surface as `error`.
- * reconcile falls back to the persisted snapshot (offline). `refetch` re-syncs
- * after a write. `unconfigured` means no token — the UI uses demo fixtures.
  */
-export function useBacklog(): [BacklogState, () => void] {
+export function useBacklog(): BacklogState {
   const [state, setState] = useState<BacklogState>({ status: 'loading' })
-  const [nonce, setNonce] = useState(0)
-  const refetch = useCallback(() => setNonce((n) => n + 1), [])
 
   useEffect(() => {
     let alive = true
-
-    // instant boot from the persisted snapshot (only on first mount, not refetch)
-    if (nonce === 0) {
-      window.commitea.gitea
-        .boot()
-        .then((b) => {
-          if (!alive || !('cached' in b) || !b.cached) return
-          setState((prev) =>
-            prev.status === 'ready' && !prev.stale
-              ? prev // a fresh reconcile already won the race
-              : {
-                  status: 'ready',
-                  issues: b.issues,
-                  milestones: b.milestones,
-                  deps: b.deps,
-                  timelines: b.timelines,
-                  stale: true,
-                  savedAt: b.savedAt,
-                },
-          )
-        })
-        .catch(() => {})
-    }
-
     window.commitea.gitea
       .reconcile()
       .then((r) => {
@@ -68,24 +36,17 @@ export function useBacklog(): [BacklogState, () => void] {
                 milestones: r.milestones,
                 deps: r.deps,
                 timelines: r.timelines,
-                stale: r.stale ?? false,
-                savedAt: r.savedAt,
               }
             : { status: 'unconfigured' },
         )
       })
       .catch((e: unknown) => {
-        if (alive) {
+        if (alive) setState({ status: 'error', message: e instanceof Error ? e.message : String(e) })
-          // keep a shown boot snapshot rather than clobbering it with an error
-          setState((prev) =>
-            prev.status === 'ready' ? prev : { status: 'error', message: e instanceof Error ? e.message : String(e) },
-          )
-        }
       })
     return () => {
       alive = false
     }
-  }, [nonce])
+  }, [])
 
-  return [state, refetch]
+  return state
 }

apps/desktop/src/renderer/src/lib/use-chat.ts

@@ -1,141 +0,0 @@
-import { useCallback, useEffect, useRef, useState } from 'react'
-
-import type { ChangeProposal, ChatMessage as WireMessage, IssueChange } from '@commitea/core'
-
-import { CANNED_REPLY, CHAT, type ChatMessage } from '../data/fixtures.js'
-
-const LIVE_GREETING: ChatMessage = {
-  from: 'agent',
-  text: 'Morning. Ask me anything about the project — I check the real board before I answer.',
-}
-
-export interface ChatState {
-  msgs: ChatMessage[]
-  thinking: boolean
-  /** true once a model endpoint is confirmed; otherwise the panel echoes the demo reply. */
-  live: boolean
-  /** The loaded model's id when live (for the header). */
-  model: string | null
-  /** Tools Reginald consulted on the last turn (for a subtle activity line). */
-  steps: string[]
-  /** Changes Reginald has proposed and is awaiting approval on. */
-  proposals: ChangeProposal[]
-  send: (text: string) => void
-  approve: (p: ChangeProposal) => void
-  dismiss: (p: ChangeProposal) => void
-}
-
-/**
- * Reginald's conversation. When a model is configured, `send` drives one agent
- * turn through the main-process bridge (which runs the tool loop). Otherwise it
- * echoes the scripted fixture reply, so the layout stays real with no model and
- * fixture e2e is unaffected. The fixture greeting is display-only — only real
- * turns (`convo`) are sent to the model as history. `onApplyChange` performs an
- * approved write (the same handler the Issue screen uses — it refetches).
- */
-export function useChat(onApplyChange?: (change: IssueChange) => Promise<{ ok: boolean }>): ChatState {
-  const [seed, setSeed] = useState<ChatMessage[]>(CHAT)
-  const [convo, setConvo] = useState<ChatMessage[]>([])
-  const [thinking, setThinking] = useState(false)
-  const [live, setLive] = useState(false)
-  const [model, setModel] = useState<string | null>(null)
-  const [steps, setSteps] = useState<string[]>([])
-  const [proposals, setProposals] = useState<ChangeProposal[]>([])
-  const convoRef = useRef(convo)
-  convoRef.current = convo
-
-  const proposalKey = (p: ChangeProposal) => `${p.change.issue}:${p.change.kind}`
-  const drop = (p: ChangeProposal) => setProposals((ps) => ps.filter((x) => proposalKey(x) !== proposalKey(p)))
-
-  useEffect(() => {
-    let alive = true
-    window.commitea.model
-      .status()
-      .then((s) => {
-        if (alive && s.configured) {
-          setLive(true)
-          setModel(s.model)
-          setSeed([LIVE_GREETING])
-        }
-      })
-      .catch(() => {})
-    return () => {
-      alive = false
-    }
-  }, [])
-
-  const send = useCallback(
-    (raw: string) => {
-      const text = raw.trim()
-      if (!text) return
-      const nextConvo: ChatMessage[] = [...convoRef.current, { from: 'user', text }]
-      setConvo(nextConvo)
-      setThinking(true)
-      setSteps([])
-      setProposals([])
-
-      if (!live) {
-        window.setTimeout(() => {
-          setThinking(false)
-          setConvo((c) => [...c, { from: 'agent', text: CANNED_REPLY }])
-        }, 900)
-        return
-      }
-
-      const wire: WireMessage[] = nextConvo.map((m) => ({
-        role: m.from === 'user' ? 'user' : 'assistant',
-        content: m.text,
-      }))
-      window.commitea.model
-        .chat(wire)
-        .then((res) => {
-          setThinking(false)
-          if (res.ok) {
-            setSteps(res.steps.map((s) => s.tool))
-            setProposals(res.proposals)
-            setConvo((c) => [...c, { from: 'agent', text: res.content || '…' }])
-          } else {
-            setConvo((c) => [
-              ...c,
-              {
-                from: 'agent',
-                text: res.reason === 'error' ? `I hit a snag: ${res.message ?? 'unknown error'}` : 'No model is configured.',
-              },
-            ])
-          }
-        })
-        .catch(() => {
-          setThinking(false)
-          setConvo((c) => [...c, { from: 'agent', text: 'I could not reach the model.' }])
-        })
-    },
-    [live],
-  )
-
-  const approve = useCallback(
-    (p: ChangeProposal) => {
-      if (!onApplyChange) return
-      drop(p)
-      const label = p.plan.added[0] ?? p.plan.removed[0] ?? 'change'
-      void onApplyChange(p.change).then((res) => {
-        setConvo((c) => [
-          ...c,
-          {
-            from: 'agent',
-            text: res.ok
-              ? `Done — #${p.change.issue} is now ${label}. The plan's been re-run.`
-              : `That didn't take — #${p.change.issue} is unchanged.`,
-          },
-        ])
-      })
-    },
-    [onApplyChange],
-  )
-
-  const dismiss = useCallback((p: ChangeProposal) => {
-    drop(p)
-    setConvo((c) => [...c, { from: 'agent', text: `Left #${p.change.issue} as it was.` }])
-  }, [])
-
-  return { msgs: [...seed, ...convo], thinking, live, model, steps, proposals, send, approve, dismiss }
-}

packages/core/src/agent/agent-live.test.ts

@@ -1,103 +0,0 @@
-import { beforeAll, describe, expect, it } from 'vitest'
-
-import { extractLabelFacts } from '../labels/label-schema.js'
-import type { FetchLike, GiteaIssue } from '../gitea/types.js'
-import { runAgentTurn } from './agent-loop.js'
-import { REGINALD_SYSTEM, REGINALD_TOOLS } from './agent-tools.js'
-import { createChatClient } from './chat-client.js'
-import { buildProjectView, type ProjectSnapshot } from './query-project.js'
-
-/**
- * Opt-in (COMMITEA_MODEL_LIVE=1). Drives the real chat client + agent loop
- * against a local OpenAI-compatible server (LM Studio on :1234 by default),
- * proving the model calls the tools and narrates the real result. The model is
- * whatever is loaded (via LM Studio's native API), so it never JIT-swaps.
- */
-const LIVE = !!process.env.COMMITEA_MODEL_LIVE
-const BASE = process.env.COMMITEA_MODEL_URL ?? 'http://localhost:1234/v1'
-let MODEL = process.env.COMMITEA_MODEL_SMALL ?? ''
-
-beforeAll(async () => {
-  if (!LIVE || MODEL) return
-  const root = BASE.replace(/\/v1\/?$/, '')
-  const loaded = await fetch(`${root}/api/v0/models`)
-    .then((r) => (r.ok ? (r.json() as Promise<{ data?: { id: string; state?: string; type?: string }[] }>) : null))
-    .then((d) => d?.data?.find((m) => m.state === 'loaded' && m.type !== 'embeddings')?.id)
-    .catch(() => undefined)
-  MODEL = loaded ?? 'google/gemma-4-e4b'
-})
-
-function issue(over: Partial<GiteaIssue>): GiteaIssue {
-  const labels = over.labels ?? []
-  return {
-    number: 1, title: '#1', body: '', state: 'open', labels, facts: extractLabelFacts(labels),
-    milestone: null, assignee: null, assignees: [], createdAt: '2026-01-05T09:00:00Z',
-    updatedAt: '2026-01-05T09:00:00Z', closedAt: null, url: '', ...over,
-  }
-}
-
-const SNAP: ProjectSnapshot = {
-  issues: [
-    issue({ number: 2, title: 'ChangeSource interface + polling source', labels: ['est/3d', 'p/1'] }),
-    issue({ number: 3, title: 'SQLite cache bootstrap', labels: ['est/2d', 'p/1'] }),
-  ],
-  timelines: {},
-  deps: [{ issue: 3, dependsOn: 2 }],
-}
-
-describe('agent loop (live model)', () => {
-  it.skipIf(!LIVE)(
-    'calls query_project and narrates the real focus',
-    async () => {
-      const client = createChatClient({ baseUrl: BASE, model: MODEL }, globalThis.fetch as unknown as FetchLike)
-      const turn = await runAgentTurn({
-        complete: (m, t) => client.complete(m, t),
-        messages: [
-          { role: 'system', content: REGINALD_SYSTEM },
-          { role: 'user', content: 'What should I work on right now?' },
-        ],
-        tools: REGINALD_TOOLS,
-        execute: async (name, args) =>
-          name === 'query_project'
-            ? buildProjectView((args as { view: any }).view, (args as any).filters, SNAP, new Date())
-            : { error: `unknown tool ${name}` },
-      })
-
-      // it consulted the project, then answered in prose about the real top item (#2)
-      expect(turn.steps.some((s) => s.tool === 'query_project')).toBe(true)
-      expect(turn.content.trim().length).toBeGreaterThan(0)
-      expect(turn.content).toMatch(/#?2\b|ChangeSource/i)
-    },
-    60_000,
-  )
-
-  it.skipIf(!LIVE)(
-    'records a standing instruction via record_directive',
-    async () => {
-      const client = createChatClient({ baseUrl: BASE, model: MODEL }, globalThis.fetch as unknown as FetchLike)
-      const recorded: unknown[] = []
-      const turn = await runAgentTurn({
-        complete: (m, t) => client.complete(m, t),
-        messages: [
-          { role: 'system', content: REGINALD_SYSTEM },
-          { role: 'user', content: 'Log this standing directive: pilots come first, everything else waits.' },
-        ],
-        tools: REGINALD_TOOLS,
-        execute: async (name, args) => {
-          if (name === 'record_directive') {
-            recorded.push(args)
-            return { recorded: { kind: (args as { kind?: string }).kind ?? 'note' } }
-          }
-          return name === 'query_project'
-            ? buildProjectView((args as { view: any }).view, (args as any).filters, SNAP, new Date())
-            : { error: `unknown tool ${name}` }
-        },
-      })
-
-      // the model logged the directive rather than trying to apply it
-      expect(turn.steps.some((s) => s.tool === 'record_directive')).toBe(true)
-      expect(recorded.length).toBeGreaterThan(0)
-    },
-    60_000,
-  )
-})

packages/core/src/agent/agent-loop.ts

@@ -1,69 +0,0 @@
-/**
- * The agent turn loop. Given a model `complete` fn, the conversation, the tool
- * declarations, and an `execute` that actually runs a tool, it drives the
- * call→tool→result→call cycle until the model answers in prose (or a step
- * budget is hit). Pure orchestration with injected I/O — the model and the tool
- * executor are both stubbable, so the loop is fully unit-testable offline.
- */
-
-import type { ChatMessage, CompletionResult, ToolDecl } from './chat-client.js'
-
-/** A tool the loop ran, with the raw args and its stringified result — for the UI's activity trail. */
-export interface AgentStep {
-  tool: string
-  arguments: string
-  result: string
-}
-
-export type ToolExecutor = (name: string, args: unknown) => Promise<unknown>
-
-export interface AgentTurn {
-  content: string
-  steps: AgentStep[]
-  /** The full conversation including this turn's assistant/tool messages. */
-  messages: ChatMessage[]
-}
-
-const DEFAULT_MAX_STEPS = 4
-
-function stringify(result: unknown): string {
-  return typeof result === 'string' ? result : JSON.stringify(result)
-}
-
-export async function runAgentTurn(opts: {
-  complete: (messages: ChatMessage[], tools?: ToolDecl[]) => Promise<CompletionResult>
-  messages: ChatMessage[]
-  tools: ToolDecl[]
-  execute: ToolExecutor
-  maxSteps?: number
-}): Promise<AgentTurn> {
-  const maxSteps = opts.maxSteps ?? DEFAULT_MAX_STEPS
-  const convo: ChatMessage[] = [...opts.messages]
-  const steps: AgentStep[] = []
-
-  for (let step = 0; step < maxSteps; step++) {
-    const { content, toolCalls } = await opts.complete(convo, opts.tools)
-    if (toolCalls.length === 0) {
-      convo.push({ role: 'assistant', content })
-      return { content, steps, messages: convo }
-    }
-    convo.push({ role: 'assistant', content, toolCalls })
-    for (const tc of toolCalls) {
-      let result: unknown
-      try {
-        const args = tc.arguments ? JSON.parse(tc.arguments) : {}
-        result = await opts.execute(tc.name, args)
-      } catch (e) {
-        result = { error: e instanceof Error ? e.message : String(e) }
-      }
-      const resultStr = stringify(result)
-      steps.push({ tool: tc.name, arguments: tc.arguments, result: resultStr })
-      convo.push({ role: 'tool', toolCallId: tc.id, name: tc.name, content: resultStr })
-    }
-  }
-
-  // Out of tool budget — force a final prose answer with tools withheld.
-  const final = await opts.complete(convo, [])
-  convo.push({ role: 'assistant', content: final.content })
-  return { content: final.content, steps, messages: convo }
-}

packages/core/src/agent/agent-tools.ts

@@ -1,91 +0,0 @@
-/**
- * Reginald's tool surface. v0 ships the one read tool (`query_project`); the
- * three write tools (capture_work, apply_changes, record_directive) layer on
- * later against the same loop. Few, fat tools so a small local model survives
- * with one thing to reach for (docs/agent-tools.md).
- */
-
-import type { ToolDecl } from './chat-client.js'
-
-export const QUERY_PROJECT_TOOL: ToolDecl = {
-  name: 'query_project',
-  description:
-    'Read the current project state. A `view` selects the shape; deterministic code (scheduler, ' +
-    'lifecycle inference, calibration) backs every number — you report it, you never compute it.',
-  parameters: {
-    type: 'object',
-    properties: {
-      view: {
-        type: 'string',
-        enum: ['focus', 'board', 'calibration', 'issue', 'search'],
-        description:
-          'focus = Now/Next/Later; board = issues by lifecycle column; calibration = estimate-vs-actual; ' +
-          'issue = one issue (needs filters.issueId); search = issues matching filters.query.',
-      },
-      filters: {
-        type: 'object',
-        properties: {
-          issueId: { type: 'number' },
-          query: { type: 'string' },
-          limit: { type: 'number' },
-        },
-      },
-    },
-    required: ['view'],
-  },
-}
-
-export const PROPOSE_CHANGE_TOOL: ToolDecl = {
-  name: 'propose_change',
-  description:
-    "Propose an estimate and/or priority change to an issue. This does NOT apply anything — it shows the " +
-    'human a diff to approve. Use it whenever the user asks to re-estimate or reprioritize. After calling it, ' +
-    "tell the user you've *proposed* the change for approval — never say it is done.",
-  parameters: {
-    type: 'object',
-    properties: {
-      issue: { type: 'number', description: 'the issue number to change' },
-      estimate: { type: 'string', enum: ['est/1d', 'est/2d', 'est/3d', 'est/5d', 'est/8d'] },
-      priority: { type: 'string', enum: ['p/1', 'p/2', 'p/3', 'p/4'] },
-    },
-    required: ['issue'],
-  },
-}
-
-export const RECORD_DIRECTIVE_TOOL: ToolDecl = {
-  name: 'record_directive',
-  description:
-    'Log a standing instruction from the PM to the durable directive ledger — a reprioritization, ' +
-    'a re-estimate policy, a deadline, a scope or capacity call, or a plain note. Use it when the user ' +
-    'states intent that should persist ("pilots come first", "freeze scope for beta"). This records the ' +
-    'intent verbatim; the actual issue edits still go through propose_change.',
-  parameters: {
-    type: 'object',
-    properties: {
-      kind: { type: 'string', enum: ['reprioritize', 'reestimate', 'set-deadline', 'scope', 'capacity', 'note'] },
-      quote: { type: 'string', description: "the PM's own words, stored verbatim" },
-      target: {
-        type: 'object',
-        properties: {
-          issue: { type: 'number' },
-          milestone: { type: 'number' },
-          member: { type: 'string' },
-        },
-      },
-      rationale: { type: 'string', description: 'why (optional)' },
-    },
-    required: ['kind', 'quote'],
-  },
-}
-
-export const REGINALD_TOOLS: ToolDecl[] = [QUERY_PROJECT_TOOL, PROPOSE_CHANGE_TOOL, RECORD_DIRECTIVE_TOOL]
-
-export const REGINALD_SYSTEM = [
-  'You are Reginald, the calm, dry project manager inside CommiTea — a tool that runs projects on Gitea.',
-  'Call query_project to ground every answer in the real project; never invent issues, numbers, or dates.',
-  'The scheduler and forecasts are deterministic code — report their output, do not recompute it.',
-  'To change an estimate or priority, call propose_change — it shows the human a diff to approve.',
-  'When the PM states standing intent ("pilots first", "freeze scope"), call record_directive to log it.',
-  'Never claim a change is applied; you propose, the human approves. Forecasts are ranges, never single dates.',
-  'Refer to issues as #<number>. Be brief and plain — a sentence or two. No preamble, no bullet dumps.',
-].join(' ')

packages/core/src/agent/agent.test.ts

@@ -1,239 +0,0 @@
-import { describe, expect, it } from 'vitest'
-
-import { extractLabelFacts } from '../labels/label-schema.js'
-import type { GiteaIssue } from '../gitea/types.js'
-import type { FetchLike } from '../gitea/types.js'
-import { type ChatMessage, type CompletionResult, createChatClient, type ToolDecl } from './chat-client.js'
-import { runAgentTurn } from './agent-loop.js'
-import { pickModel } from './model-router.js'
-import { buildProjectView, type ProjectSnapshot } from './query-project.js'
-
-// ---- chat client ----
-
-describe('createChatClient', () => {
-  function stub(body: unknown) {
-    const calls: { url: string; body: unknown }[] = []
-    const fetch: FetchLike = (url, init) => {
-      calls.push({ url, body: init?.body ? JSON.parse(init.body) : undefined })
-      return Promise.resolve({
-        ok: true,
-        status: 200,
-        json: () => Promise.resolve(body),
-        text: () => Promise.resolve(''),
-      })
-    }
-    return { fetch, calls }
-  }
-
-  it('POSTs to /chat/completions and parses content', async () => {
-    const { fetch, calls } = stub({ choices: [{ message: { content: 'the focus is #2' } }] })
-    const client = createChatClient({ baseUrl: 'http://localhost:1234/v1', model: 'gemma' }, fetch)
-    const res = await client.complete([{ role: 'user', content: 'what now?' }])
-
-    expect(res.content).toBe('the focus is #2')
-    expect(res.toolCalls).toEqual([])
-    expect(calls[0].url).toBe('http://localhost:1234/v1/chat/completions')
-    expect((calls[0].body as { model: string }).model).toBe('gemma')
-  })
-
-  it('parses tool calls from the wire shape', async () => {
-    const { fetch } = stub({
-      choices: [
-        {
-          message: {
-            content: null,
-            tool_calls: [{ id: 'c1', function: { name: 'query_project', arguments: '{"view":"focus"}' } }],
-          },
-        },
-      ],
-    })
-    const client = createChatClient({ baseUrl: 'http://x/v1', model: 'm' }, fetch)
-    const res = await client.complete([{ role: 'user', content: 'x' }], [{ name: 'query_project', description: '', parameters: {} }])
-    expect(res.toolCalls).toEqual([{ id: 'c1', name: 'query_project', arguments: '{"view":"focus"}' }])
-  })
-
-  it('serializes assistant tool_calls + tool results in the request', async () => {
-    const { fetch, calls } = stub({ choices: [{ message: { content: 'ok' } }] })
-    const client = createChatClient({ baseUrl: 'http://x/v1', model: 'm' }, fetch)
-    const convo: ChatMessage[] = [
-      { role: 'user', content: 'hi' },
-      { role: 'assistant', content: '', toolCalls: [{ id: 'c1', name: 'query_project', arguments: '{}' }] },
-      { role: 'tool', toolCallId: 'c1', name: 'query_project', content: '{"now":null}' },
-    ]
-    await client.complete(convo)
-    const sent = (calls[0].body as { messages: Record<string, unknown>[] }).messages
-    expect(sent[1].tool_calls).toBeDefined()
-    expect(sent[2]).toEqual({ role: 'tool', tool_call_id: 'c1', content: '{"now":null}' })
-  })
-})
-
-// ---- model router ----
-
-describe('pickModel', () => {
-  const router = { small: { baseUrl: 'u', model: 'small' }, big: { baseUrl: 'u', model: 'big' } }
-  it('routes plan → big, everything else → small', () => {
-    expect(pickModel(router, 'plan').model).toBe('big')
-    expect(pickModel(router, 'ritual').model).toBe('small')
-  })
-})
-
-// ---- agent loop ----
-
-describe('runAgentTurn', () => {
-  const tools: ToolDecl[] = [{ name: 'query_project', description: '', parameters: {} }]
-
-  it('runs a tool then returns the model prose, recording the step', async () => {
-    // first completion asks for a tool; second answers in prose
-    const scripted: CompletionResult[] = [
-      { content: '', toolCalls: [{ id: 'c1', name: 'query_project', arguments: '{"view":"focus"}' }] },
-      { content: 'Right now: #2.', toolCalls: [] },
-    ]
-    let i = 0
-    const executed: { name: string; args: unknown }[] = []
-    const turn = await runAgentTurn({
-      complete: async () => scripted[i++],
-      messages: [{ role: 'user', content: 'what now?' }],
-      tools,
-      execute: async (name, args) => {
-        executed.push({ name, args })
-        return { now: { issue: 2 } }
-      },
-    })
-
-    expect(turn.content).toBe('Right now: #2.')
-    expect(turn.steps).toEqual([
-      { tool: 'query_project', arguments: '{"view":"focus"}', result: '{"now":{"issue":2}}' },
-    ])
-    expect(executed).toEqual([{ name: 'query_project', args: { view: 'focus' } }])
-    // conversation carries user → assistant(tool) → tool → assistant(prose)
-    expect(turn.messages.map((m) => m.role)).toEqual(['user', 'assistant', 'tool', 'assistant'])
-  })
-
-  it('answers directly when the model needs no tool', async () => {
-    const turn = await runAgentTurn({
-      complete: async () => ({ content: 'Hello.', toolCalls: [] }),
-      messages: [{ role: 'user', content: 'hi' }],
-      tools,
-      execute: async () => ({}),
-    })
-    expect(turn.content).toBe('Hello.')
-    expect(turn.steps).toEqual([])
-  })
-
-  it('captures a tool executor error as the tool result instead of throwing', async () => {
-    const scripted: CompletionResult[] = [
-      { content: '', toolCalls: [{ id: 'c1', name: 'query_project', arguments: '{}' }] },
-      { content: 'Something went wrong reading that.', toolCalls: [] },
-    ]
-    let i = 0
-    const turn = await runAgentTurn({
-      complete: async () => scripted[i++],
-      messages: [{ role: 'user', content: 'x' }],
-      tools,
-      execute: async () => {
-        throw new Error('boom')
-      },
-    })
-    expect(turn.steps[0].result).toContain('boom')
-    expect(turn.content).toBe('Something went wrong reading that.')
-  })
-
-  it('forces a final prose answer when the step budget is exhausted', async () => {
-    // always asks for a tool; the loop must still terminate with prose
-    let toolRounds = 0
-    const turn = await runAgentTurn({
-      complete: async (_m, tls) => {
-        if (tls && tls.length) {
-          toolRounds++
-          return { content: '', toolCalls: [{ id: `c${toolRounds}`, name: 'query_project', arguments: '{}' }] }
-        }
-        return { content: 'final answer', toolCalls: [] } // called with tools withheld
-      },
-      messages: [{ role: 'user', content: 'x' }],
-      tools,
-      execute: async () => ({}),
-      maxSteps: 2,
-    })
-    expect(toolRounds).toBe(2)
-    expect(turn.content).toBe('final answer')
-  })
-})
-
-// ---- query_project view builder ----
-
-describe('buildProjectView', () => {
-  const asOf = new Date('2026-02-01T00:00:00Z')
-
-  function issue(over: Partial<GiteaIssue>): GiteaIssue {
-    const labels = over.labels ?? []
-    return {
-      number: 1,
-      title: '#1',
-      body: '',
-      state: 'open',
-      labels,
-      facts: extractLabelFacts(labels),
-      milestone: null,
-      assignee: null,
-      assignees: [],
-      createdAt: '2026-01-05T09:00:00Z',
-      updatedAt: '2026-01-05T09:00:00Z',
-      closedAt: null,
-      url: '',
-      ...over,
-    }
-  }
-
-  const snap: ProjectSnapshot = {
-    issues: [
-      issue({ number: 2, title: 'ChangeSource', labels: ['est/3d', 'p/1'] }),
-      issue({ number: 3, title: 'SQLite cache', labels: ['est/2d', 'p/1'] }),
-      issue({ number: 9, title: 'Done thing', state: 'closed', labels: ['est/2d'], closedAt: '2026-01-12T09:00:00Z' }),
-    ],
-    timelines: { 9: [{ type: 'commit', at: '2026-01-07T09:00:00Z' }, { type: 'close', at: '2026-01-12T09:00:00Z' }] },
-    deps: [{ issue: 3, dependsOn: 2 }],
-  }
-
-  it('focus returns Now/Next/Later grounded in the scheduler', () => {
-    const v = buildProjectView('focus', undefined, snap, asOf) as {
-      now: { issue: number } | null
-      openCount: number
-    }
-    expect(v.now?.issue).toBe(2) // #3 depends on #2, so #2 comes first
-    expect(v.openCount).toBe(2)
-  })
-
-  it('board groups issues by lifecycle column', () => {
-    const v = buildProjectView('board', undefined, snap, asOf) as {
-      columns: { column: string; count: number }[]
-    }
-    const done = v.columns.find((c) => c.column === 'done')
-    expect(done?.count).toBe(1) // #9
-    const triage = v.columns.find((c) => c.column === 'triage')
-    expect(triage?.count).toBe(2) // #2, #3 labelled, no commits yet
-  })
-
-  it('calibration reports n + cold-start honestly', () => {
-    const v = buildProjectView('calibration', undefined, snap, asOf) as { n: number; coldStart: boolean }
-    expect(v.n).toBe(1) // one closed, estimated, with an actual
-    expect(v.coldStart).toBe(true)
-  })
-
-  it('issue returns intent + derived for a specific id', () => {
-    const v = buildProjectView('issue', { issueId: 3 }, snap, asOf) as {
-      issue: number
-      blockedBy: number[]
-    }
-    expect(v.issue).toBe(3)
-    expect(v.blockedBy).toEqual([2])
-  })
-
-  it('search matches title/labels', () => {
-    const v = buildProjectView('search', { query: 'sqlite' }, snap, asOf) as { results: { issue: number }[] }
-    expect(v.results.map((r) => r.issue)).toEqual([3])
-  })
-
-  it('unbuilt views return a notImplemented marker, not fabricated data', () => {
-    expect(buildProjectView('standup', undefined, snap, asOf)).toEqual({ notImplemented: 'standup' })
-  })
-})

packages/core/src/agent/capture-work.test.ts

@@ -1,65 +0,0 @@
-import { describe, expect, it } from 'vitest'
-
-import type { CompletionResult } from './chat-client.js'
-import { captureWork, parseCaptureArgs } from './capture-work.js'
-
-describe('parseCaptureArgs', () => {
-  it('validates issues and keeps only real titles + valid labels', () => {
-    const p = parseCaptureArgs({
-      issues: [
-        { title: 'Fix token refresh', body: 'dies silently', estimate: 'est/2d', priority: 'p/1' },
-        { title: '  ', body: 'blank title dropped' },
-        { title: 'Docs', estimate: 'est/9d', priority: 'urgent' }, // invalid labels → dropped to undefined
-      ],
-      consequence: 'Beta slips a day',
-    })
-    expect(p.issues).toHaveLength(2)
-    expect(p.issues[0]).toEqual({ title: 'Fix token refresh', body: 'dies silently', estimate: 'est/2d', priority: 'p/1' })
-    expect(p.issues[1]).toEqual({ title: 'Docs', body: '', estimate: undefined, priority: undefined })
-    expect(p.consequence).toBe('Beta slips a day')
-  })
-
-  it('tolerates a missing/!array issues field', () => {
-    expect(parseCaptureArgs({}).issues).toEqual([])
-    expect(parseCaptureArgs({ issues: 'nope' }).issues).toEqual([])
-  })
-})
-
-describe('captureWork', () => {
-  it('forces propose_issues and returns the validated set', async () => {
-    const result: CompletionResult = {
-      content: '',
-      toolCalls: [
-        {
-          id: 'c1',
-          name: 'propose_issues',
-          arguments: JSON.stringify({
-            issues: [{ title: 'Retry token refresh with backoff', body: '', estimate: 'est/2d', priority: 'p/2' }],
-            consequence: 'no material shift',
-          }),
-        },
-      ],
-    }
-    let sawTool = ''
-    const proposal = await captureWork(async (_m, tools) => {
-      sawTool = tools?.[0]?.name ?? ''
-      return result
-    }, 'auth is flaky, token refresh dies')
-    expect(sawTool).toBe('propose_issues')
-    expect(proposal.issues[0].title).toBe('Retry token refresh with backoff')
-    expect(proposal.consequence).toBe('no material shift')
-  })
-
-  it('returns an empty set when the model answers without the tool', async () => {
-    const proposal = await captureWork(async () => ({ content: 'I need more detail.', toolCalls: [] }), 'vague')
-    expect(proposal.issues).toEqual([])
-  })
-
-  it('survives malformed tool arguments', async () => {
-    const proposal = await captureWork(
-      async () => ({ content: '', toolCalls: [{ id: 'c1', name: 'propose_issues', arguments: '{not json' }] }),
-      'x',
-    )
-    expect(proposal.issues).toEqual([])
-  })
-})

packages/core/src/agent/capture-work.ts

@@ -1,109 +0,0 @@
-/**
- * capture_work — braindump → a small set of concrete issues. This is the one
- * place the big model earns its keep (decomposition + estimate negotiation).
- * It returns a *proposal*; nothing is filed until the human approves it in the
- * Capture tray and it goes through the create-issue write path. Pure
- * orchestration over an injected `complete` — stubbable, so it's testable offline.
- */
-
-import {
-  type EstimateLabel,
-  ESTIMATE_LABELS,
-  type PriorityLabel,
-  PRIORITY_LABELS,
-} from '../labels/label-schema.js'
-import type { ChatMessage, CompletionResult, ToolDecl } from './chat-client.js'
-
-export interface ProposedIssue {
-  title: string
-  body: string
-  estimate?: EstimateLabel
-  priority?: PriorityLabel
-}
-
-export interface CaptureProposal {
-  issues: ProposedIssue[]
-  /** One-line schedule impact, if the model offered one. */
-  consequence?: string
-}
-
-export const PROPOSE_ISSUES_TOOL: ToolDecl = {
-  name: 'propose_issues',
-  description: 'Return the decomposed issue set for a braindump. Call this exactly once.',
-  parameters: {
-    type: 'object',
-    properties: {
-      issues: {
-        type: 'array',
-        items: {
-          type: 'object',
-          properties: {
-            title: { type: 'string', description: 'a clear imperative title' },
-            body: { type: 'string', description: 'one or two lines of detail' },
-            estimate: { type: 'string', enum: ['est/1d', 'est/2d', 'est/3d', 'est/5d', 'est/8d'] },
-            priority: { type: 'string', enum: ['p/1', 'p/2', 'p/3', 'p/4'] },
-          },
-          required: ['title'],
-        },
-      },
-      consequence: { type: 'string', description: 'one-line note on the schedule impact' },
-    },
-    required: ['issues'],
-  },
-}
-
-export const CAPTURE_SYSTEM = [
-  'You are Reginald, decomposing a rough braindump into a small set of concrete Gitea issues.',
-  'Call propose_issues exactly once. Split genuinely separate work; merge trivially-coupled work; invent no scope.',
-  'Each issue gets an imperative title, a one-line body, an estimate (est/1d…8d) and a priority (p/1…4).',
-  'Estimate honestly — a "quick" task is rarely one day. Keep the set tight; three good issues beat eight vague ones.',
-].join(' ')
-
-function isEstimate(v: unknown): v is EstimateLabel {
-  return typeof v === 'string' && (ESTIMATE_LABELS as readonly string[]).includes(v)
-}
-function isPriority(v: unknown): v is PriorityLabel {
-  return typeof v === 'string' && (PRIORITY_LABELS as readonly string[]).includes(v)
-}
-
-/** Coerce the model's raw propose_issues args into a validated proposal. */
-export function parseCaptureArgs(args: unknown): CaptureProposal {
-  const a = (args ?? {}) as { issues?: unknown[]; consequence?: unknown }
-  const issues: ProposedIssue[] = []
-  for (const raw of Array.isArray(a.issues) ? a.issues : []) {
-    const r = (raw ?? {}) as Record<string, unknown>
-    const title = typeof r.title === 'string' ? r.title.trim() : ''
-    if (!title) continue
-    issues.push({
-      title,
-      body: typeof r.body === 'string' ? r.body : '',
-      estimate: isEstimate(r.estimate) ? r.estimate : undefined,
-      priority: isPriority(r.priority) ? r.priority : undefined,
-    })
-  }
-  return { issues, consequence: typeof a.consequence === 'string' ? a.consequence : undefined }
-}
-
-/**
- * Run one decomposition turn. Forces the model to answer via propose_issues and
- * returns the validated set. An empty set means the model declined to structure it.
- */
-export async function captureWork(
-  complete: (messages: ChatMessage[], tools?: ToolDecl[]) => Promise<CompletionResult>,
-  braindump: string,
-): Promise<CaptureProposal> {
-  const res = await complete(
-    [
-      { role: 'system', content: CAPTURE_SYSTEM },
-      { role: 'user', content: braindump },
-    ],
-    [PROPOSE_ISSUES_TOOL],
-  )
-  const call = res.toolCalls.find((t) => t.name === 'propose_issues')
-  if (!call) return { issues: [] }
-  try {
-    return parseCaptureArgs(JSON.parse(call.arguments || '{}'))
-  } catch {
-    return { issues: [] }
-  }
-}

packages/core/src/agent/chat-client.ts

@@ -1,123 +0,0 @@
-/**
- * Reginald's model client — a thin OpenAI-wire chat-completions client over an
- * injected fetch (the same seam the gitea client uses). `@commitea/core` stays
- * pure: no network, no globals. The desktop main process passes the real
- * `fetch`; tests pass a stub. Points at any OpenAI-compatible endpoint (LM
- * Studio, Ollama, the OpenAI API) — the model router picks which.
- */
-
-import type { FetchLike } from '../gitea/types.js'
-
-/** Where a model lives + which model to ask for. */
-export interface ModelConfig {
-  /** OpenAI-compatible base, including the version segment, e.g. `http://localhost:1234/v1`. */
-  baseUrl: string
-  model: string
-  /** Bearer key; omitted for local servers that don't check it. */
-  apiKey?: string
-}
-
-/** A model's request to run a tool. `arguments` is a raw JSON string (OpenAI shape). */
-export interface ToolCall {
-  id: string
-  name: string
-  arguments: string
-}
-
-/** One turn in the conversation, in our normalized shape. */
-export interface ChatMessage {
-  role: 'system' | 'user' | 'assistant' | 'tool'
-  content: string
-  /** assistant turns that requested tools. */
-  toolCalls?: ToolCall[]
-  /** tool turns: which call they answer. */
-  toolCallId?: string
-  /** tool turns: the function name. */
-  name?: string
-}
-
-/** A tool the model may call — name, description, and a JSON-Schema parameter spec. */
-export interface ToolDecl {
-  name: string
-  description: string
-  parameters: object
-}
-
-export interface CompletionResult {
-  content: string
-  toolCalls: ToolCall[]
-}
-
-export interface ChatClient {
-  complete(messages: ChatMessage[], tools?: ToolDecl[]): Promise<CompletionResult>
-}
-
-/** Map our message shape to the OpenAI wire shape. */
-function toWireMessage(m: ChatMessage): Record<string, unknown> {
-  if (m.role === 'assistant' && m.toolCalls?.length) {
-    return {
-      role: 'assistant',
-      content: m.content || null,
-      tool_calls: m.toolCalls.map((tc) => ({
-        id: tc.id,
-        type: 'function',
-        function: { name: tc.name, arguments: tc.arguments },
-      })),
-    }
-  }
-  if (m.role === 'tool') {
-    return { role: 'tool', tool_call_id: m.toolCallId, content: m.content }
-  }
-  return { role: m.role, content: m.content }
-}
-
-function toWireTool(t: ToolDecl): Record<string, unknown> {
-  return { type: 'function', function: { name: t.name, description: t.description, parameters: t.parameters } }
-}
-
-/** Shape of the one choice we read back. */
-interface RawChoiceMessage {
-  content: string | null
-  tool_calls?: { id: string; function: { name: string; arguments: string } }[]
-}
-
-export function createChatClient(config: ModelConfig, fetchImpl: FetchLike): ChatClient {
-  const url = `${config.baseUrl.replace(/\/+$/, '')}/chat/completions`
-
-  return {
-    async complete(messages, tools) {
-      const body: Record<string, unknown> = {
-        model: config.model,
-        messages: messages.map(toWireMessage),
-        temperature: 0,
-      }
-      if (tools?.length) {
-        body.tools = tools.map(toWireTool)
-        body.tool_choice = 'auto'
-      }
-      const res = await fetchImpl(url, {
-        method: 'POST',
-        headers: {
-          'Content-Type': 'application/json',
-          Accept: 'application/json',
-          ...(config.apiKey ? { Authorization: `Bearer ${config.apiKey}` } : {}),
-        },
-        body: JSON.stringify(body),
-      })
-      if (!res.ok) {
-        const text = await res.text().catch(() => '')
-        throw new Error(`model completion failed (${res.status}): ${text.slice(0, 200)}`)
-      }
-      const json = (await res.json()) as { choices?: { message: RawChoiceMessage }[] }
-      const msg = json.choices?.[0]?.message
-      return {
-        content: msg?.content ?? '',
-        toolCalls: (msg?.tool_calls ?? []).map((tc) => ({
-          id: tc.id,
-          name: tc.function.name,
-          arguments: tc.function.arguments,
-        })),
-      }
-    },
-  }
-}

packages/core/src/agent/model-router.ts

@@ -1,22 +0,0 @@
-/**
- * Model router (per PLAN.md / decisions.md): prose + the read tool run on a
- * small local model; decomposition/negotiation earns the big one. Reginald v0
- * only exercises the small model (read + prose); the `big` slot is declared so
- * `capture_work` / `record_directive` can route to it without a rewrite.
- */
-
-import type { ModelConfig } from './chat-client.js'
-
-export type TaskKind = 'ritual' | 'plan'
-
-export interface ModelRouter {
-  /** Small local model — standups, focus prose, the read tool. */
-  small: ModelConfig
-  /** Big model — capture decomposition, directive negotiation. */
-  big: ModelConfig
-}
-
-/** `plan` → the big model; everything else → the small one. */
-export function pickModel(router: ModelRouter, kind: TaskKind): ModelConfig {
-  return kind === 'plan' ? router.big : router.small
-}

packages/core/src/agent/query-project.ts

@@ -1,146 +0,0 @@
-/**
- * `query_project` — Reginald's single read tool. It selects a compact,
- * model-friendly view over the reconciled backlog. Every number comes from
- * deterministic code (scheduler, lifecycle inference, calibration); the model
- * only requests a shape and narrates it — it never computes (decisions.md).
- *
- * v0 serves focus / board / calibration / issue. The remaining views
- * (milestone / runway / standup / search) return a `notImplemented` marker so
- * the model degrades honestly instead of inventing data.
- */
-
-import { fitCalibration, calibrationSamples } from '../calibration/calibration-v0.js'
-import type { GiteaIssue } from '../gitea/types.js'
-import { inferLifecycle, type LifecycleColumn, type LifecycleEvent } from '../lifecycle/lifecycle-v0.js'
-import { type DependencyEdge, schedule, selectFocus } from '../scheduler/scheduler-v0.js'
-
-export type ProjectView =
-  | 'focus'
-  | 'board'
-  | 'calibration'
-  | 'issue'
-  | 'milestone'
-  | 'runway'
-  | 'standup'
-  | 'search'
-
-export interface QueryFilters {
-  issueId?: number
-  query?: string
-  limit?: number
-}
-
-/** The reconciled inputs a view is built from. */
-export interface ProjectSnapshot {
-  issues: GiteaIssue[]
-  timelines: Record<number, LifecycleEvent[]>
-  deps: DependencyEdge[]
-}
-
-const COLUMN_ORDER: LifecycleColumn[] = ['diagnosis', 'triage', 'steeping', 'review', 'done']
-
-function toSchedulable(issues: GiteaIssue[]) {
-  return issues
-    .filter((i) => i.state === 'open')
-    .map((i) => ({
-      number: i.number,
-      title: i.title,
-      labels: i.labels,
-      estimateDays: i.facts.estimateDays,
-      priority: i.facts.priority,
-    }))
-}
-
-function focusView(snap: ProjectSnapshot) {
-  const plan = schedule(toSchedulable(snap.issues), snap.deps)
-  const f = selectFocus(plan)
-  const slot = (item: (typeof plan.items)[number] | null) =>
-    item ? { issue: item.number, title: item.title, rationale: item.rationale } : null
-  return { now: slot(f.now), next: slot(f.next), later: slot(f.later), openCount: plan.items.length }
-}
-
-function boardView(snap: ProjectSnapshot, asOf: Date) {
-  const columns: Record<string, { issue: number; title: string; labels: string[] }[]> = {}
-  for (const key of COLUMN_ORDER) columns[key] = []
-  for (const issue of snap.issues) {
-    const inf = inferLifecycle(issue, snap.timelines[issue.number] ?? [], asOf)
-    columns[inf.column].push({ issue: issue.number, title: issue.title, labels: issue.labels })
-  }
-  return {
-    columns: COLUMN_ORDER.map((key) => ({ column: key, count: columns[key].length, issues: columns[key] })),
-  }
-}
-
-function calibrationView(snap: ProjectSnapshot, asOf: Date) {
-  const model = fitCalibration(calibrationSamples(snap.issues, snap.timelines, asOf))
-  return {
-    n: model.n,
-    coldStart: model.coldStart,
-    globalMultiplier: Number(Math.exp(model.global.mu).toFixed(2)),
-    byBucket: Object.entries(model.byBucket).map(([bucket, fit]) => ({
-      estimate: `est/${bucket}d`,
-      n: fit.n,
-      multiplier: Number(Math.exp(fit.mu).toFixed(2)),
-    })),
-  }
-}
-
-function issueView(snap: ProjectSnapshot, filters: QueryFilters, asOf: Date) {
-  const issue = snap.issues.find((i) => i.number === filters.issueId)
-  if (!issue) return { notFound: filters.issueId ?? null }
-  const inf = inferLifecycle(issue, snap.timelines[issue.number] ?? [], asOf)
-  const blockedBy = snap.deps.filter((d) => d.issue === issue.number).map((d) => d.dependsOn)
-  const blocks = snap.deps.filter((d) => d.dependsOn === issue.number).map((d) => d.issue)
-  return {
-    issue: issue.number,
-    title: issue.title,
-    state: issue.state,
-    column: inf.column,
-    labels: issue.labels,
-    assignee: issue.assignee,
-    milestone: issue.milestone?.title ?? null,
-    estimateDays: issue.facts.estimateDays,
-    priority: issue.facts.priority,
-    steepingDays: inf.steepingDays,
-    blockedBy,
-    blocks,
-  }
-}
-
-function searchView(snap: ProjectSnapshot, filters: QueryFilters) {
-  const q = (filters.query ?? '').toLowerCase().trim()
-  const limit = Math.min(filters.limit ?? 20, 100)
-  const hits = q
-    ? snap.issues.filter(
-        (i) => i.title.toLowerCase().includes(q) || i.labels.some((l) => l.toLowerCase().includes(q)),
-      )
-    : []
-  return {
-    query: filters.query ?? '',
-    results: hits.slice(0, limit).map((i) => ({ issue: i.number, title: i.title, state: i.state, labels: i.labels })),
-  }
-}
-
-/** Build the compact payload for one view. Unknown/unbuilt views return a marker. */
-export function buildProjectView(
-  view: ProjectView,
-  filters: QueryFilters | undefined,
-  snap: ProjectSnapshot,
-  asOf: Date,
-): unknown {
-  const f = filters ?? {}
-  switch (view) {
-    case 'focus':
-      return focusView(snap)
-    case 'board':
-      return boardView(snap, asOf)
-    case 'calibration':
-      return calibrationView(snap, asOf)
-    case 'issue':
-      return issueView(snap, f, asOf)
-    case 'search':
-      return searchView(snap, f)
-    default:
-      return { notImplemented: view }
-  }
-}

packages/core/src/calibration/calibration-v0.test.ts

@@ -1,121 +0,0 @@
-import { describe, expect, it } from 'vitest'
-
-import { extractLabelFacts } from '../labels/label-schema.js'
-import type { LifecycleEvent } from '../lifecycle/lifecycle-v0.js'
-import type { GiteaIssue } from '../gitea/types.js'
-import {
-  CALIBRATION_BUCKET_FLOOR,
-  calibrationSamples,
-  type CalibrationSample,
-  COLD_START_THRESHOLD,
-  fitCalibration,
-  toDurationModel,
-} from './calibration-v0.js'
-
-function sample(over: Partial<CalibrationSample> = {}): CalibrationSample {
-  return { issue: 1, estimateDays: 2, actualWorkingDays: 2, bucket: 2, person: null, ...over }
-}
-
-describe('fitCalibration', () => {
-  it('is cold-start below the threshold and reports the honest n', () => {
-    const m = fitCalibration([sample(), sample({ actualWorkingDays: 4 })])
-    expect(m.n).toBe(2)
-    expect(m.coldStart).toBe(true)
-  })
-
-  it('flips off cold-start at the threshold', () => {
-    const many = Array.from({ length: COLD_START_THRESHOLD }, (_, i) =>
-      sample({ issue: i, estimateDays: 2, actualWorkingDays: 3, bucket: 2 }),
-    )
-    const m = fitCalibration(many)
-    expect(m.n).toBe(COLD_START_THRESHOLD)
-    expect(m.coldStart).toBe(false)
-  })
-
-  it('recovers the global median ratio (mu = mean log-ratio)', () => {
-    // every actual is exactly 2x its estimate → mu = ln 2
-    const m = fitCalibration(Array.from({ length: 25 }, (_, i) => sample({ issue: i, estimateDays: 2, actualWorkingDays: 4 })))
-    expect(m.global.mu).toBeCloseTo(Math.log(2), 6)
-  })
-
-  it('fits a bucket only once it clears the floor', () => {
-    const twos = Array.from({ length: CALIBRATION_BUCKET_FLOOR }, (_, i) =>
-      sample({ issue: i, estimateDays: 2, actualWorkingDays: 3, bucket: 2 }),
-    )
-    const oneThin = [sample({ issue: 99, estimateDays: 5, actualWorkingDays: 9, bucket: 5 })]
-    const m = fitCalibration([...twos, ...oneThin])
-    expect(m.byBucket[2]?.n).toBe(CALIBRATION_BUCKET_FLOOR)
-    expect(m.byBucket[5]).toBeUndefined() // only 1 sample, below floor
-  })
-
-  it('drops non-positive estimates/actuals', () => {
-    const m = fitCalibration([sample({ actualWorkingDays: 0 }), sample({ estimateDays: 0 }), sample()])
-    expect(m.n).toBe(1)
-  })
-
-  it('derives a per-person bias relative to global', () => {
-    // one person consistently runs longer than the mean
-    const base = Array.from({ length: 20 }, (_, i) => sample({ issue: i, actualWorkingDays: 2, person: 'ak' }))
-    const slow = Array.from({ length: 3 }, (_, i) => sample({ issue: 100 + i, actualWorkingDays: 6, person: 'sm' }))
-    const m = fitCalibration([...base, ...slow])
-    expect(m.byPerson['sm'].biasMu).toBeGreaterThan(0)
-    expect(m.byPerson['ak'].biasMu).toBeLessThan(0)
-  })
-})
-
-describe('toDurationModel', () => {
-  it('projects the fit down to the params forecast needs', () => {
-    const m = fitCalibration(
-      Array.from({ length: 25 }, (_, i) => sample({ issue: i, estimateDays: 2, actualWorkingDays: 3, bucket: 2 })),
-    )
-    const dm = toDurationModel(m)
-    expect(dm.coldStart).toBe(false)
-    expect(dm.byBucket[2].mu).toBeCloseTo(m.byBucket[2].mu, 6)
-    expect(dm.global.mu).toBeCloseTo(m.global.mu, 6)
-  })
-})
-
-describe('calibrationSamples', () => {
-  const asOf = new Date('2026-02-01T00:00:00Z')
-
-  function issue(over: Partial<GiteaIssue>): GiteaIssue {
-    const labels = over.labels ?? []
-    return {
-      number: 1,
-      title: '#1',
-      body: '',
-      state: 'closed',
-      labels,
-      facts: extractLabelFacts(labels),
-      milestone: null,
-      assignee: null,
-      assignees: [],
-      createdAt: '2026-01-05T09:00:00Z',
-      updatedAt: '2026-01-12T09:00:00Z',
-      closedAt: '2026-01-12T09:00:00Z',
-      url: '',
-      ...over,
-    }
-  }
-
-  const events = (i: number): Record<number, LifecycleEvent[]> => ({
-    [i]: [{ type: 'commit', at: '2026-01-07T09:00:00Z' }, { type: 'close', at: '2026-01-12T09:00:00Z' }],
-  })
-
-  it('samples closed, estimated issues with a resolvable actual', () => {
-    const i = issue({ number: 7, labels: ['est/2d'], assignee: 'sm', closedAt: '2026-01-12T09:00:00Z' })
-    const [s] = calibrationSamples([i], events(7), asOf)
-    expect(s.issue).toBe(7)
-    expect(s.estimateDays).toBe(2)
-    expect(s.bucket).toBe(2)
-    expect(s.person).toBe('sm')
-    // Wed 2026-01-07 → Mon 2026-01-12 = Wed,Thu,Fri = 3 working days
-    expect(s.actualWorkingDays).toBe(3)
-  })
-
-  it('skips open issues and closed ones without an estimate', () => {
-    const open = issue({ number: 8, state: 'open', labels: ['est/2d'], closedAt: null })
-    const noEst = issue({ number: 9, labels: [] })
-    expect(calibrationSamples([open, noEst], { ...events(8), ...events(9) }, asOf)).toEqual([])
-  })
-})

packages/core/src/calibration/calibration-v0.ts

@@ -1,127 +0,0 @@
-/**
- * Calibration, v0 — fit the team's own estimate-vs-actual history so the
- * forecast stops guessing (D3). The "actual" is the working time lifecycle
- * inference derives from git events (#5), never manual tracking. Fit a
- * lognormal on log(actual / estimate) globally and per estimate bucket; until
- * the sample clears the cold-start threshold, the forecast keeps using the
- * code-resident priors and this model just reports progress toward it.
- */
-
-import { type DurationModel, type LognormalPrior, nearestBucket } from '../forecast/forecast-v0.js'
-import { inferLifecycle, type LifecycleEvent } from '../lifecycle/lifecycle-v0.js'
-import type { GiteaIssue } from '../gitea/types.js'
-
-/** Global sample size at which the fit takes over from the cold-start priors. */
-export const COLD_START_THRESHOLD = 20
-/** Minimum per-bucket sample before that bucket earns its own fit. */
-export const CALIBRATION_BUCKET_FLOOR = 3
-/** Fallback spread when a group is too small to estimate one. */
-const DEFAULT_SIGMA = 0.4
-
-/** One closed issue's estimate vs its inferred actual. */
-export interface CalibrationSample {
-  issue: number
-  estimateDays: number
-  actualWorkingDays: number
-  bucket: number
-  person: string | null
-}
-
-export interface BucketFit extends LognormalPrior {
-  n: number
-}
-
-export interface PersonBias {
-  /** Additive to global mu (log space). */
-  biasMu: number
-  n: number
-}
-
-export interface CalibrationModel {
-  /** Closed issues with an estimate + a resolvable actual. */
-  n: number
-  /** true while n < COLD_START_THRESHOLD — forecast keeps the code priors. */
-  coldStart: boolean
-  global: LognormalPrior
-  byBucket: Record<number, BucketFit>
-  byPerson: Record<string, PersonBias>
-}
-
-function mean(xs: number[]): number {
-  return xs.reduce((a, b) => a + b, 0) / xs.length
-}
-
-/** Sample standard deviation; falls back to DEFAULT_SIGMA below 2 points. */
-function stddev(xs: number[], mu: number): number {
-  if (xs.length < 2) return DEFAULT_SIGMA
-  const variance = xs.reduce((a, x) => a + (x - mu) ** 2, 0) / (xs.length - 1)
-  return Math.sqrt(variance) || DEFAULT_SIGMA
-}
-
-/** Fit a calibration model from estimate-vs-actual samples. Pure. */
-export function fitCalibration(samples: CalibrationSample[]): CalibrationModel {
-  const usable = samples.filter((s) => s.estimateDays > 0 && s.actualWorkingDays > 0)
-  const n = usable.length
-  const coldStart = n < COLD_START_THRESHOLD
-
-  const logRatios = usable.map((s) => Math.log(s.actualWorkingDays / s.estimateDays))
-  const globalMu = n ? mean(logRatios) : 0
-  const global: LognormalPrior = { mu: globalMu, sigma: n ? stddev(logRatios, globalMu) : DEFAULT_SIGMA }
-
-  const byBucket: Record<number, BucketFit> = {}
-  const byPerson: Record<string, PersonBias> = {}
-  const groups = new Map<number, number[]>()
-  const people = new Map<string, number[]>()
-  for (const s of usable) {
-    const lr = Math.log(s.actualWorkingDays / s.estimateDays)
-    ;(groups.get(s.bucket) ?? groups.set(s.bucket, []).get(s.bucket)!).push(lr)
-    if (s.person) (people.get(s.person) ?? people.set(s.person, []).get(s.person)!).push(lr)
-  }
-  for (const [bucket, lrs] of groups) {
-    if (lrs.length < CALIBRATION_BUCKET_FLOOR) continue
-    const mu = mean(lrs)
-    byBucket[bucket] = { mu, sigma: stddev(lrs, mu), n: lrs.length }
-  }
-  for (const [person, lrs] of people) {
-    if (lrs.length < CALIBRATION_BUCKET_FLOOR) continue
-    byPerson[person] = { biasMu: mean(lrs) - globalMu, n: lrs.length }
-  }
-
-  return { n, coldStart, global, byBucket, byPerson }
-}
-
-/** The subset of a model `forecast` consumes. */
-export function toDurationModel(model: CalibrationModel): DurationModel {
-  const byBucket: Record<number, LognormalPrior> = {}
-  for (const [bucket, fit] of Object.entries(model.byBucket)) {
-    byBucket[Number(bucket)] = { mu: fit.mu, sigma: fit.sigma }
-  }
-  return { coldStart: model.coldStart, global: model.global, byBucket }
-}
-
-/**
- * Extract calibration samples from the closed backlog: each closed issue that
- * carries an estimate and yields an inferred actual working duration.
- */
-export function calibrationSamples(
-  issues: GiteaIssue[],
-  timelines: Record<number, LifecycleEvent[]>,
-  asOf: Date,
-): CalibrationSample[] {
-  const out: CalibrationSample[] = []
-  for (const issue of issues) {
-    if (issue.state !== 'closed') continue
-    const estimateDays = issue.facts.estimateDays
-    if (estimateDays == null) continue
-    const inf = inferLifecycle(issue, timelines[issue.number] ?? [], asOf)
-    if (inf.actualWorkingDays == null || inf.actualWorkingDays <= 0) continue
-    out.push({
-      issue: issue.number,
-      estimateDays,
-      actualWorkingDays: inf.actualWorkingDays,
-      bucket: nearestBucket(estimateDays),
-      person: issue.assignee,
-    })
-  }
-  return out
-}

packages/core/src/changes/apply-changes-v0.test.ts

@@ -1,79 +0,0 @@
-import { describe, expect, it } from 'vitest'
-
-import { describeChange, type IssueChange, planIssueChange, proposalsFor } from './apply-changes-v0.js'
-
-describe('planIssueChange', () => {
-  it('swaps the estimate label, keeping non-axis labels', () => {
-    const plan = planIssueChange(['est/2d', 'p/1', 'backend'], { kind: 'reestimate', issue: 1, estimate: 'est/5d' })
-    expect(plan.removed).toEqual(['est/2d'])
-    expect(plan.added).toEqual(['est/5d'])
-    expect(plan.labels).toEqual(['p/1', 'backend', 'est/5d'])
-    expect(plan.noop).toBe(false)
-  })
-
-  it('adds an estimate when none was set', () => {
-    const plan = planIssueChange(['p/2'], { kind: 'reestimate', issue: 1, estimate: 'est/1d' })
-    expect(plan.removed).toEqual([])
-    expect(plan.added).toEqual(['est/1d'])
-    expect(plan.labels).toEqual(['p/2', 'est/1d'])
-  })
-
-  it('clears the axis when the target is null', () => {
-    const plan = planIssueChange(['est/3d', 'p/1'], { kind: 'reprioritize', issue: 1, priority: null })
-    expect(plan.removed).toEqual(['p/1'])
-    expect(plan.added).toEqual([])
-    expect(plan.labels).toEqual(['est/3d'])
-  })
-
-  it('is a noop when the target already holds the axis alone', () => {
-    const plan = planIssueChange(['est/2d', 'p/1'], { kind: 'reestimate', issue: 1, estimate: 'est/2d' })
-    expect(plan.noop).toBe(true)
-    expect(plan.labels).toEqual(['p/1', 'est/2d'])
-  })
-
-  it('cleans up a duplicated axis down to the target', () => {
-    // two est/* labels — the change collapses to one
-    const plan = planIssueChange(['est/2d', 'est/5d', 'p/1'], { kind: 'reestimate', issue: 1, estimate: 'est/5d' })
-    expect(plan.removed).toEqual(['est/2d'])
-    expect(plan.added).toEqual([]) // est/5d already present
-    expect(plan.labels).toEqual(['p/1', 'est/5d'])
-    expect(plan.noop).toBe(false)
-  })
-
-  it('reprioritize only touches the priority axis', () => {
-    const plan = planIssueChange(['est/2d', 'p/3'], { kind: 'reprioritize', issue: 1, priority: 'p/1' })
-    expect(plan.labels).toEqual(['est/2d', 'p/1'])
-  })
-
-  it('describeChange renders the diff', () => {
-    const change: IssueChange = { kind: 'reestimate', issue: 1, estimate: 'est/5d' }
-    expect(describeChange(planIssueChange(['est/2d'], change))).toBe('est/2d → est/5d')
-    expect(describeChange(planIssueChange(['p/1'], { kind: 'reprioritize', issue: 1, priority: null }))).toBe('p/1 → ∅')
-    expect(describeChange(planIssueChange(['est/5d'], change))).toBe('no change')
-  })
-})
-
-describe('proposalsFor', () => {
-  it('builds one proposal per changed axis, carrying the concrete change + diff', () => {
-    const props = proposalsFor({ issue: 2, estimate: 'est/5d', priority: 'p/1' }, ['est/2d', 'p/3'], 'ChangeSource')
-    expect(props).toHaveLength(2)
-    expect(props[0].change).toEqual({ kind: 'reestimate', issue: 2, estimate: 'est/5d' })
-    expect(describeChange(props[0].plan)).toBe('est/2d → est/5d')
-    expect(props[1].change).toEqual({ kind: 'reprioritize', issue: 2, priority: 'p/1' })
-    expect(props[0].issueTitle).toBe('ChangeSource')
-  })
-
-  it('drops a noop axis (already at the requested value)', () => {
-    const props = proposalsFor({ issue: 2, estimate: 'est/2d', priority: 'p/1' }, ['est/2d', 'p/3'])
-    expect(props.map((p) => p.change.kind)).toEqual(['reprioritize']) // estimate unchanged
-  })
-
-  it('ignores invalid label values from the model', () => {
-    const props = proposalsFor({ issue: 2, estimate: 'est/4d' as never, priority: 'high' as never }, [])
-    expect(props).toEqual([])
-  })
-
-  it('returns nothing when no axis is provided', () => {
-    expect(proposalsFor({ issue: 2 }, ['est/2d'])).toEqual([])
-  })
-})

packages/core/src/changes/apply-changes-v0.ts

@@ -1,104 +0,0 @@
-/**
- * Apply-changes, v0 — the write path's planning half. Estimates and priority
- * live as exclusive label axes (`est/*`, `p/*`); a change swaps the axis label.
- * This computes the resulting label set + a human-readable diff *purely*, so the
- * UI can show a propose-approve consequence before the write and tests can pin
- * the semantics. The actual PUT (name→id resolution + network) is the bridge's
- * job — additive here, never assumed.
- */
-
-import {
-  type EstimateLabel,
-  ESTIMATE_LABELS,
-  type PriorityLabel,
-  PRIORITY_LABELS,
-} from '../labels/label-schema.js'
-
-export type IssueChange =
-  | { kind: 'reestimate'; issue: number; estimate: EstimateLabel | null }
-  | { kind: 'reprioritize'; issue: number; priority: PriorityLabel | null }
-
-export interface LabelPlan {
-  /** The full resulting label-name set (order: kept labels, then the new axis label). */
-  labels: string[]
-  /** Axis labels being added (0 or 1). */
-  added: string[]
-  /** Axis labels being removed (includes clearing a duplicated axis). */
-  removed: string[]
-  /** true when the change would leave the labels unchanged. */
-  noop: boolean
-}
-
-function axisFor(change: IssueChange): { labels: readonly string[]; target: string | null } {
-  return change.kind === 'reestimate'
-    ? { labels: ESTIMATE_LABELS, target: change.estimate }
-    : { labels: PRIORITY_LABELS, target: change.priority }
-}
-
-/**
- * Plan the label mutation for a single change. Removes every label on the
- * change's axis except the target, adds the target if absent. Setting the axis
- * to null clears it. Cleans up a duplicated axis (two `est/*`) as a side effect.
- */
-export function planIssueChange(current: string[], change: IssueChange): LabelPlan {
-  const { labels: axis, target } = axisFor(change)
-  const onAxis = current.filter((l) => axis.includes(l))
-  const removed = onAxis.filter((l) => l !== target)
-  const added = target && !current.includes(target) ? [target] : []
-  const kept = current.filter((l) => !axis.includes(l))
-  const labels = target ? [...kept, target] : kept
-  return { labels, added, removed, noop: added.length === 0 && removed.length === 0 }
-}
-
-/** A short "est/2d → est/3d" (or "+p/1" / "−est/5d") summary for the confirm UI. */
-export function describeChange(plan: LabelPlan): string {
-  if (plan.noop) return 'no change'
-  const from = plan.removed.length ? plan.removed.join(', ') : '∅'
-  const to = plan.added.length ? plan.added.join(', ') : '∅'
-  return `${from} → ${to}`
-}
-
-/** A change the agent proposes: the concrete op + its diff, ready for approve-then-apply. */
-export interface ChangeProposal {
-  change: IssueChange
-  plan: LabelPlan
-  issueTitle?: string
-}
-
-/** What the `propose_change` tool accepts — a target issue and the axes to set. */
-export interface ProposeChangeArgs {
-  issue: number
-  estimate?: EstimateLabel
-  priority?: PriorityLabel
-}
-
-function isEstimate(v: unknown): v is EstimateLabel {
-  return typeof v === 'string' && (ESTIMATE_LABELS as readonly string[]).includes(v)
-}
-function isPriority(v: unknown): v is PriorityLabel {
-  return typeof v === 'string' && (PRIORITY_LABELS as readonly string[]).includes(v)
-}
-
-/**
- * Build the concrete, non-noop proposals for a `propose_change` request against
- * an issue's current labels. Invalid or unchanged axes are dropped — the agent
- * proposes only real changes, and never a label outside the est/* · p/* axes.
- */
-export function proposalsFor(
-  args: ProposeChangeArgs,
-  currentLabels: string[],
-  issueTitle?: string,
-): ChangeProposal[] {
-  const out: ChangeProposal[] = []
-  if (isEstimate(args.estimate)) {
-    const change: IssueChange = { kind: 'reestimate', issue: args.issue, estimate: args.estimate }
-    const plan = planIssueChange(currentLabels, change)
-    if (!plan.noop) out.push({ change, plan, issueTitle })
-  }
-  if (isPriority(args.priority)) {
-    const change: IssueChange = { kind: 'reprioritize', issue: args.issue, priority: args.priority }
-    const plan = planIssueChange(currentLabels, change)
-    if (!plan.noop) out.push({ change, plan, issueTitle })
-  }
-  return out
-}

packages/core/src/directives/record-directive-v0.test.ts

@@ -1,66 +0,0 @@
-import { describe, expect, it } from 'vitest'
-
-import {
-  appendDirective,
-  makeDirectiveEntry,
-  parseDirectiveLog,
-  serializeDirective,
-  toDirectiveInput,
-} from './record-directive-v0.js'
-
-describe('toDirectiveInput', () => {
-  it('keeps a valid kind + target and drops an empty target', () => {
-    const input = toDirectiveInput({ kind: 'reprioritize', quote: 'pilots first', target: { issue: 87 }, rationale: 'blocked' })
-    expect(input).toEqual({ kind: 'reprioritize', quote: 'pilots first', target: { issue: 87 }, params: undefined, rationale: 'blocked' })
-    expect(toDirectiveInput({ kind: 'note', quote: 'x', target: {} }).target).toBeUndefined()
-  })
-
-  it('falls back to note for an unknown kind', () => {
-    expect(toDirectiveInput({ kind: 'nonsense', quote: 'hmm' }).kind).toBe('note')
-  })
-})
-
-describe('serialize + parse round-trip', () => {
-  const entry = makeDirectiveEntry(
-    { kind: 'reprioritize', quote: 'pilots come first', target: { issue: 87 } },
-    'id-1',
-    '2026-02-01T09:00:00Z',
-  )
-
-  it('serializes to one JSON line', () => {
-    const line = serializeDirective(entry)
-    expect(line).not.toContain('\n')
-    expect(JSON.parse(line)).toMatchObject({ id: 'id-1', kind: 'reprioritize', status: 'accepted' })
-  })
-
-  it('parses a log, orders by ts, and assigns a 1-based seq', () => {
-    const a = serializeDirective(makeDirectiveEntry({ kind: 'note', quote: 'later' }, 'b', '2026-02-02T00:00:00Z'))
-    const b = serializeDirective(makeDirectiveEntry({ kind: 'note', quote: 'earlier' }, 'a', '2026-02-01T00:00:00Z'))
-    const records = parseDirectiveLog(`${a}\n${b}\n`)
-    expect(records.map((r) => r.quote)).toEqual(['earlier', 'later'])
-    expect(records.map((r) => r.seq)).toEqual([1, 2])
-  })
-
-  it('skips blank and corrupt lines without losing the rest', () => {
-    const good = serializeDirective(entry)
-    const records = parseDirectiveLog(`\n{not json\n${good}\n\n`)
-    expect(records).toHaveLength(1)
-    expect(records[0].id).toBe('id-1')
-  })
-})
-
-describe('appendDirective', () => {
-  it('concatenates a newline-terminated entry, normalizing a missing trailing newline', () => {
-    const e1 = makeDirectiveEntry({ kind: 'note', quote: 'one' }, 'i1', '2026-01-01T00:00:00Z')
-    const e2 = makeDirectiveEntry({ kind: 'note', quote: 'two' }, 'i2', '2026-01-02T00:00:00Z')
-    let log = appendDirective('', e1)
-    log = appendDirective(log, e2)
-    expect(parseDirectiveLog(log).map((r) => r.quote)).toEqual(['one', 'two'])
-    expect(log.endsWith('\n')).toBe(true)
-  })
-
-  it('handles existing text without a trailing newline', () => {
-    const e = makeDirectiveEntry({ kind: 'note', quote: 'x' }, 'i', '2026-01-01T00:00:00Z')
-    expect(appendDirective('{"id":"prev","ts":"2025-01-01T00:00:00Z"}', e).split('\n').filter(Boolean)).toHaveLength(2)
-  })
-})

packages/core/src/directives/record-directive-v0.ts

@@ -1,106 +0,0 @@
-/**
- * record_directive — the PM's standing instructions ("pilots come first"),
- * appended to an append-only JSONL ledger in the pm-state repo (decisions.md D4,
- * pm-state.md). A directive is *intent*: it's logged verbatim; its effects land
- * later through apply_changes. Merge is concatenation — order derives from `ts`
- * at read time, so two writers never conflict. `seq` is a display ordinal
- * computed on read, never stored. This module is pure serialize/parse; the
- * append (read → concat → write) is the bridge's job.
- */
-
-export type DirectiveKind = 'reprioritize' | 'reestimate' | 'set-deadline' | 'scope' | 'capacity' | 'note'
-
-export type DirectiveStatus = 'proposed' | 'accepted' | 'amended' | 'withdrawn'
-
-export interface DirectiveTarget {
-  issue?: number
-  milestone?: number
-  member?: string
-}
-
-/** What the record_directive tool captures. */
-export interface DirectiveInput {
-  kind: DirectiveKind
-  /** Verbatim PM words, shown in the ledger. */
-  quote: string
-  target?: DirectiveTarget
-  /** Structured effect the scheduler applies, e.g. { priority: 1 }. */
-  params?: Record<string, unknown>
-  rationale?: string
-}
-
-/** A ledger entry — an input plus its durable id/ts/status. */
-export interface DirectiveEntry extends DirectiveInput {
-  id: string
-  ts: string
-  status: DirectiveStatus
-}
-
-/** A ledger entry as read back, with a computed display ordinal. */
-export interface DirectiveRecord extends DirectiveEntry {
-  seq: number
-}
-
-const DIRECTIVE_KINDS: readonly DirectiveKind[] = [
-  'reprioritize',
-  'reestimate',
-  'set-deadline',
-  'scope',
-  'capacity',
-  'note',
-]
-
-/** Normalize a raw tool payload into a DirectiveInput (unknown kind → note). */
-export function toDirectiveInput(raw: unknown): DirectiveInput {
-  const r = (raw ?? {}) as Record<string, unknown>
-  const kind = DIRECTIVE_KINDS.includes(r.kind as DirectiveKind) ? (r.kind as DirectiveKind) : 'note'
-  const target = (r.target ?? undefined) as DirectiveTarget | undefined
-  return {
-    kind,
-    quote: typeof r.quote === 'string' ? r.quote : '',
-    target: target && (target.issue || target.milestone || target.member) ? target : undefined,
-    params: (r.params && typeof r.params === 'object' ? (r.params as Record<string, unknown>) : undefined),
-    rationale: typeof r.rationale === 'string' ? r.rationale : undefined,
-  }
-}
-
-/** Build a full entry from an input + externally-supplied id/ts (Date/uuid live in the caller). */
-export function makeDirectiveEntry(
-  input: DirectiveInput,
-  id: string,
-  ts: string,
-  status: DirectiveStatus = 'accepted',
-): DirectiveEntry {
-  return { ...input, id, ts, status }
-}
-
-/** One JSONL line (no trailing newline — the caller joins). */
-export function serializeDirective(entry: DirectiveEntry): string {
-  return JSON.stringify(entry)
-}
-
-/**
- * Parse a JSONL log into records ordered by `ts` (then id for stability), with a
- * 1-based `seq` assigned on read. Blank/corrupt lines are skipped, not fatal.
- */
-export function parseDirectiveLog(text: string): DirectiveRecord[] {
-  const entries: DirectiveEntry[] = []
-  for (const line of text.split('\n')) {
-    const trimmed = line.trim()
-    if (!trimmed) continue
-    try {
-      const e = JSON.parse(trimmed) as DirectiveEntry
-      if (e && typeof e.id === 'string' && typeof e.ts === 'string') entries.push(e)
-    } catch {
-      // skip a corrupt line rather than lose the whole ledger
-    }
-  }
-  entries.sort((a, b) => (a.ts === b.ts ? a.id.localeCompare(b.id) : a.ts.localeCompare(b.ts)))
-  return entries.map((e, i) => ({ ...e, seq: i + 1 }))
-}
-
-/** Append a serialized entry to existing log text (concatenation merge). */
-export function appendDirective(existing: string, entry: DirectiveEntry): string {
-  const base = existing.endsWith('\n') || existing === '' ? existing : existing + '\n'
-  return `${base}${serializeDirective(entry)}\n`
-}

packages/core/src/forecast/forecast-v0.test.ts

@@ -97,27 +97,4 @@ describe('forecast', () => {
     expect(f.scope).toBe(2)
     expect(f.p50Day).toBeGreaterThan(0)
   })
-
-  it('a cold-start model changes nothing — the code priors still drive it', () => {
-    const priors = forecast(scope, [], { trials: 1000, seed: 7 })
-    const cold = forecast(scope, [], {
-      trials: 1000,
-      seed: 7,
-      model: { coldStart: true, global: { mu: 5, sigma: 0.1 }, byBucket: {} },
-    })
-    expect(cold.coldStart).toBe(true)
-    expect(cold.p50Day).toBeCloseTo(priors.p50Day, 6)
-  })
-
-  it('a fitted model drives the sim once past cold-start', () => {
-    // an optimistic fit (mu < 0, tight sigma) should land the scope sooner than the pessimistic priors
-    const priors = forecast(scope, [], { trials: 2000, seed: 7 })
-    const fitted = forecast(scope, [], {
-      trials: 2000,
-      seed: 7,
-      model: { coldStart: false, global: { mu: -0.2, sigma: 0.1 }, byBucket: {} },
-    })
-    expect(fitted.coldStart).toBe(false)
-    expect(fitted.p50Day).toBeLessThan(priors.p50Day)
-  })
 })

packages/core/src/forecast/forecast-v0.ts

@@ -41,29 +41,15 @@ export const COLD_START_PRIORS: Record<number, LognormalPrior> = {
   8: { mu: 0.16, sigma: 0.36 },
 }
 
-export const PRIOR_BUCKETS = [1, 2, 3, 5, 8]
+const PRIOR_BUCKETS = [1, 2, 3, 5, 8]
 
 /** Nearest estimate bucket (ties resolve to the smaller bucket). */
-export function nearestBucket(days: number): number {
+export function priorForEstimate(days: number): LognormalPrior {
   let best = PRIOR_BUCKETS[0]
   for (const b of PRIOR_BUCKETS) {
     if (Math.abs(b - days) < Math.abs(best - days)) best = b
   }
-  return best
+  return COLD_START_PRIORS[best]
-}
-
-/** The cold-start prior for the bucket nearest to `days`. */
-export function priorForEstimate(days: number): LognormalPrior {
-  return COLD_START_PRIORS[nearestBucket(days)]
-}
-
-/** The lognormal parameters `forecast` needs, per estimate bucket. */
-export interface DurationModel {
-  coldStart: boolean
-  /** Fallback params (used when a bucket lacks its own fit). */
-  global: LognormalPrior
-  /** Per-bucket fitted params; missing buckets fall back to `global`. */
-  byBucket: Record<number, LognormalPrior>
 }
 
 export interface ForecastOptions {
@@ -71,19 +57,6 @@ export interface ForecastOptions {
   trials?: number
   /** PRNG seed. Fixed by default so a forecast is reproducible. */
   seed?: number
-  /**
-   * Fitted duration model. When present and not cold-start, its params drive
-   * the sim; otherwise the code-resident cold-start priors do.
-   */
-  model?: DurationModel
-}
-
-/** Resolve the lognormal params for an estimate, preferring a fitted model. */
-export function durationParams(days: number, model?: DurationModel): LognormalPrior {
-  if (model && !model.coldStart) {
-    return model.byBucket[nearestBucket(days)] ?? model.global
-  }
-  return priorForEstimate(days)
 }
 
 export interface BurnUpPoint {
@@ -148,14 +121,13 @@ export function forecast(
 ): Forecast {
   const trials = options.trials ?? DEFAULT_TRIALS
   const seed = options.seed ?? DEFAULT_SEED
-  const coldStart = options.model ? options.model.coldStart : true
   const order = schedule(issues, edges).items // empty when a dependency cycle exists
   const n = order.length
   if (n === 0) {
-    return { scope: 0, trials, coldStart, p50Day: 0, p80Day: 0, p95Day: 0, curve: [] }
+    return { scope: 0, trials, coldStart: true, p50Day: 0, p80Day: 0, p95Day: 0, curve: [] }
   }
 
-  const priors = order.map((it) => durationParams(it.durationDays, options.model))
+  const priors = order.map((it) => priorForEstimate(it.durationDays))
   const rng = mulberry32(seed)
 
   // endByRank[k][t] = working day the (k+1)-th scheduled issue completes on trial t.
@@ -184,7 +156,7 @@ export function forecast(
   return {
     scope: n,
     trials,
-    coldStart,
+    coldStart: true,
     p50Day: percentile(total, 0.5),
     p80Day: percentile(total, 0.8),
     p95Day: percentile(total, 0.95),

packages/core/src/gitea/client.test.ts

@@ -123,63 +123,6 @@ describe('createGiteaClient.getIssue', () => {
     )
   })
 
-  it('setIssueLabels PUTs the label ids to the issue labels endpoint', async () => {
-    const { fetch, calls } = stubFetch(null, 204)
-    await createGiteaClient(CONFIG, fetch).setIssueLabels(9, [3, 7])
-
-    expect(calls).toHaveLength(1)
-    expect(calls[0].url).toBe('https://gitea.stephenmann.io/api/v1/repos/christian/commitea/issues/9/labels')
-    expect(calls[0].init?.method).toBe('PUT')
-    expect(calls[0].init?.headers?.['Content-Type']).toBe('application/json')
-    expect(JSON.parse(calls[0].init?.body ?? '{}')).toEqual({ labels: [3, 7] })
-  })
-
-  it('listLabels returns id+name pairs', async () => {
-    const { fetch } = stubFetch([
-      { id: 3, name: 'est/2d', color: 'fff' },
-      { id: 7, name: 'p/1', color: '000' },
-    ])
-    const labels = await createGiteaClient(CONFIG, fetch).listLabels()
-    expect(labels).toEqual([
-      { id: 3, name: 'est/2d' },
-      { id: 7, name: 'p/1' },
-    ])
-  })
-
-  it('getFile returns null on 404 and content+sha on hit', async () => {
-    const miss = stubFetch('nope', 404)
-    expect(await createGiteaClient(CONFIG, miss.fetch).getFile('directives/log.jsonl')).toBeNull()
-
-    const hit = stubFetch({ content: 'aGVsbG8=\n', sha: 'abc123' })
-    const file = await createGiteaClient(CONFIG, hit.fetch).getFile('directives/log.jsonl')
-    expect(file).toEqual({ contentBase64: 'aGVsbG8=', sha: 'abc123' })
-    expect(hit.calls[0].url).toContain('/contents/directives/log.jsonl')
-  })
-
-  it('putFile POSTs to create and PUTs to update (with sha)', async () => {
-    const create = stubFetch({}, 201)
-    await createGiteaClient(CONFIG, create.fetch).putFile('directives/log.jsonl', { contentBase64: 'eA==', message: 'seed' })
-    expect(create.calls[0].init?.method).toBe('POST')
-    expect(JSON.parse(create.calls[0].init?.body ?? '{}')).toEqual({ content: 'eA==', message: 'seed' })
-
-    const update = stubFetch({}, 200)
-    await createGiteaClient(CONFIG, update.fetch).putFile('directives/log.jsonl', { contentBase64: 'eQ==', message: 'append', sha: 's1' })
-    expect(update.calls[0].init?.method).toBe('PUT')
-    expect(JSON.parse(update.calls[0].init?.body ?? '{}')).toEqual({ content: 'eQ==', message: 'append', sha: 's1' })
-  })
-
-  it('createIssue POSTs title/body/labels and returns a normalized issue', async () => {
-    const created = { ...RAW_ISSUE, number: 44, title: 'Retry token refresh', labels: [{ name: 'est/2d' }, { name: 'p/2' }] }
-    const { fetch, calls } = stubFetch(created, 201)
-    const issue = await createGiteaClient(CONFIG, fetch).createIssue({ title: 'Retry token refresh', body: 'backoff', labelIds: [3, 7] })
-
-    expect(calls[0].url).toBe('https://gitea.stephenmann.io/api/v1/repos/christian/commitea/issues')
-    expect(calls[0].init?.method).toBe('POST')
-    expect(JSON.parse(calls[0].init?.body ?? '{}')).toEqual({ title: 'Retry token refresh', body: 'backoff', labels: [3, 7] })
-    expect(issue.number).toBe(44)
-    expect(issue.labels).toEqual(['est/2d', 'p/2'])
-  })
-
   it('throws GiteaApiError carrying status + body on a non-2xx response', async () => {
     const { fetch } = stubFetch('not found', 404)
     const client = createGiteaClient(CONFIG, fetch)

packages/core/src/gitea/client.ts

@@ -13,7 +13,6 @@ import {
   type FetchLike,
   type GiteaConfig,
   type GiteaIssue,
-  type GiteaLabel,
   type GiteaMilestone,
   type GiteaMilestoneRef,
 } from './types.js'
@@ -99,16 +98,6 @@ export interface GiteaClient {
   getIssueDependencies(index: number): Promise<number[]>
   /** Normalized lifecycle events for one issue (all pages of its timeline). */
   getIssueTimeline(index: number): Promise<LifecycleEvent[]>
-  /** Every label defined on the repo (id + name), for name→id resolution. */
-  listLabels(): Promise<GiteaLabel[]>
-  /** Replace an issue's entire label set with the given label ids. Write. */
-  setIssueLabels(index: number, labelIds: number[]): Promise<void>
-  /** Open a new issue with a title, optional body, and label ids. Write. */
-  createIssue(input: { title: string; body?: string; labelIds?: number[] }): Promise<GiteaIssue>
-  /** Read a repo file's base64 content + blob sha; null if it (or the repo) is absent. */
-  getFile(path: string): Promise<{ contentBase64: string; sha: string } | null>
-  /** Create or update a repo file with base64 content (pass `sha` to update). Write. */
-  putFile(path: string, input: { contentBase64: string; message: string; sha?: string }): Promise<void>
 }
 
 /** Map raw gitea issue JSON to the normalized domain shape. Pure. */
@@ -155,24 +144,18 @@ export function createGiteaClient(config: GiteaConfig, fetchImpl: FetchLike): Gi
   const apiBase = `${config.baseUrl.replace(/\/+$/, '')}/api/v1`
   const repoBase = `${apiBase}/repos/${config.owner}/${config.repo}`
 
-  async function request(path: string, init?: { method?: string; body?: unknown }): Promise<unknown> {
+  async function request(path: string): Promise<unknown> {
-    const method = init?.method ?? 'GET'
-    const hasBody = init?.body !== undefined
     const res = await fetchImpl(`${repoBase}${path}`, {
-      method,
       headers: {
         Authorization: `token ${config.token}`,
         Accept: 'application/json',
-        ...(hasBody ? { 'Content-Type': 'application/json' } : {}),
       },
-      body: hasBody ? JSON.stringify(init!.body) : undefined,
     })
     if (!res.ok) {
       const body = await res.text().catch(() => '')
-      throw new GiteaApiError(res.status, `${method} ${path} failed (${res.status})`, body)
+      throw new GiteaApiError(res.status, `GET ${path} failed (${res.status})`, body)
     }
-    // writes may reply 204 No Content
+    return res.json()
-    return res.status === 204 ? null : res.json()
   }
 
   /** Follow gitea's page-limit pagination until a short page is returned. */
@@ -217,44 +200,5 @@ export function createGiteaClient(config: GiteaConfig, fetchImpl: FetchLike): Gi
       )
       return normalizeTimeline(raw)
     },
-
-    async listLabels() {
-      const raw = await requestAll<{ id: number; name: string }>(
-        (page) => `/labels?page=${page}&limit=${PAGE_LIMIT}`,
-      )
-      return raw.map((l) => ({ id: l.id, name: l.name }))
-    },
-
-    async setIssueLabels(index, labelIds) {
-      await request(`/issues/${index}/labels`, { method: 'PUT', body: { labels: labelIds } })
-    },
-
-    async createIssue(input) {
-      const raw = (await request('/issues', {
-        method: 'POST',
-        body: { title: input.title, body: input.body ?? '', labels: input.labelIds ?? [] },
-      })) as RawIssue
-      return normalizeIssue(raw)
-    },
-
-    async getFile(path) {
-      const res = await fetchImpl(`${repoBase}/contents/${path}`, {
-        headers: { Authorization: `token ${config.token}`, Accept: 'application/json' },
-      })
-      if (res.status === 404) return null
-      if (!res.ok) {
-        const body = await res.text().catch(() => '')
-        throw new GiteaApiError(res.status, `GET contents/${path} failed (${res.status})`, body)
-      }
-      const json = (await res.json()) as { content?: string; sha: string }
-      return { contentBase64: (json.content ?? '').replace(/\n/g, ''), sha: json.sha }
-    },
-
-    async putFile(path, input) {
-      await request(`/contents/${path}`, {
-        method: input.sha ? 'PUT' : 'POST',
-        body: { content: input.contentBase64, message: input.message, ...(input.sha ? { sha: input.sha } : {}) },
-      })
-    },
   }
 }

packages/core/src/gitea/types.ts

@@ -35,12 +35,6 @@ export interface GiteaHttpResponse {
 
 export type FetchLike = (url: string, init?: GiteaRequestInit) => Promise<GiteaHttpResponse>
 
-/** A repo label — just the id + name we need for name→id resolution. */
-export interface GiteaLabel {
-  id: number
-  name: string
-}
-
 /** Milestone as referenced from an issue (not the full milestone resource). */
 export interface GiteaMilestoneRef {
   id: number

packages/core/src/index.ts

@@ -17,15 +17,11 @@ export type {
   GiteaConfig,
   GiteaHttpResponse,
   GiteaIssue,
-  GiteaLabel,
   GiteaMilestone,
   GiteaMilestoneRef,
   GiteaRequestInit,
 } from './gitea/types.js'
 
-export { describeChange, planIssueChange, proposalsFor } from './changes/apply-changes-v0.js'
-export type { ChangeProposal, IssueChange, LabelPlan, ProposeChangeArgs } from './changes/apply-changes-v0.js'
-
 export {
   inferColumnV0,
   inferLifecycle,
@@ -49,66 +45,5 @@ export type {
   SchedulePlan,
 } from './scheduler/scheduler-v0.js'
 
-export {
+export { COLD_START_PRIORS, forecast, priorForEstimate } from './forecast/forecast-v0.js'
-  COLD_START_PRIORS,
+export type { BurnUpPoint, Forecast, ForecastOptions, LognormalPrior } from './forecast/forecast-v0.js'
-  durationParams,
-  forecast,
-  nearestBucket,
-  PRIOR_BUCKETS,
-  priorForEstimate,
-} from './forecast/forecast-v0.js'
-export type {
-  BurnUpPoint,
-  DurationModel,
-  Forecast,
-  ForecastOptions,
-  LognormalPrior,
-} from './forecast/forecast-v0.js'
-
-export {
-  CALIBRATION_BUCKET_FLOOR,
-  calibrationSamples,
-  COLD_START_THRESHOLD,
-  fitCalibration,
-  toDurationModel,
-} from './calibration/calibration-v0.js'
-export type {
-  BucketFit,
-  CalibrationModel,
-  CalibrationSample,
-  PersonBias,
-} from './calibration/calibration-v0.js'
-
-export { createChatClient } from './agent/chat-client.js'
-export type { ChatClient, ChatMessage, CompletionResult, ModelConfig, ToolCall, ToolDecl } from './agent/chat-client.js'
-export { pickModel } from './agent/model-router.js'
-export type { ModelRouter, TaskKind } from './agent/model-router.js'
-export { runAgentTurn } from './agent/agent-loop.js'
-export type { AgentStep, AgentTurn, ToolExecutor } from './agent/agent-loop.js'
-export {
-  PROPOSE_CHANGE_TOOL,
-  QUERY_PROJECT_TOOL,
-  RECORD_DIRECTIVE_TOOL,
-  REGINALD_SYSTEM,
-  REGINALD_TOOLS,
-} from './agent/agent-tools.js'
-export { buildProjectView } from './agent/query-project.js'
-export type { ProjectSnapshot, ProjectView, QueryFilters } from './agent/query-project.js'
-export { CAPTURE_SYSTEM, captureWork, parseCaptureArgs, PROPOSE_ISSUES_TOOL } from './agent/capture-work.js'
-export type { CaptureProposal, ProposedIssue } from './agent/capture-work.js'
-
-export {
-  appendDirective,
-  makeDirectiveEntry,
-  parseDirectiveLog,
-  serializeDirective,
-  toDirectiveInput,
-} from './directives/record-directive-v0.js'
-export type {
-  DirectiveEntry,
-  DirectiveInput,
-  DirectiveKind,
-  DirectiveRecord,
-  DirectiveStatus,
-  DirectiveTarget,
-} from './directives/record-directive-v0.js'