fix: excluir interrupções longas da taxa de erro de skills

Sessões com outcome=interrupted e ≥10 eventos são redirects naturais
do utilizador, não falhas da skill. O detector contava todas as
interrupções como falhas, gerando falsos positivos para skills
conversacionais como superpowers:brainstorming.

Fix: só contar como falha erros reais (outcome=error) ou interrupções
precoces (<10 eventos).

Resolve ticket #10407.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

CHANGELOG.md

@@ -2,6 +2,38 @@
 
 Todas as alterações notáveis neste projecto serão documentadas neste ficheiro.
 
+## [2.7.0] - 2026-04-23
+
+### Added — Observabilidade Fase 6A
+- Detector automático semanal de 6 tipos de padrões (SQL heurístico)
+- Tabela `patterns` com histórico week-over-week
+- CLI `api/scripts/sessions-patterns.ts` (dry-run + publish Desk #32)
+- systemd user timer `observabilidade-patterns.timer` (domingos 23:00)
+- Auto-abre ticket Desk quando padrão persiste ≥3 semanas consecutivas (severity warning+)
+
+### Added — Observabilidade Fase 6C (Worklog Import)
+- Tabela `worklog_comments` + parser HTML tolerante (h2/h3/h4) das discussões Desk #31, #32, #33
+- CLI `api/scripts/sessions-worklog-import.ts` com paginação via gateway MCP
+- systemd timer diário `observabilidade-worklog-import.timer` (03:00)
+- 3 detectores cruzados: `actions_never_executed`, `skill_narrative_vs_data`, `worklog_pattern_frequency`
+- Dep runtime: `node-html-parser`
+- Backfill inicial: 2312 comentários (465 + 33 + 1814) importados, span 2026-01-27 → 2026-04-23
+
+### Added — Observabilidade (Espelho)
+- Painel `/sessions` para replay de sessões Claude Code (lista + timeline detalhe)
+- Indexer `api/scripts/sessions-indexer.ts` (modos `--full` e `--watch`)
+- SQLite local em `~/.claude-work/sessions.db` (1608 sessões, 61 projectos)
+- Rotas `GET /api/sessions` e `GET /api/sessions/:id` com validação Zod
+- Watcher chokidar incremental + systemd user service `observabilidade-indexer.service`
+- UI React com filtros (período/projecto/tool/skill/search) e timeline colapsável
+
+### Technical Notes
+- `better-sqlite3` (WAL + synchronous=NORMAL) + `chokidar`
+- Batching transaccional 50 rows/commit no indexer (full scan: 1603 ficheiros em 8s)
+- Proxy Vite `/api` → `localhost:3001`
+- Hub: `/media/ealmeida/Dados/Hub/05-Projectos/Observabilidade/`
+- Desk task #2059, project #65
+
 ## [2.6.0] - 2026-02-14
 
 ### Security - Vulnerabilidades Críticas (3)

SPEC.md

@@ -0,0 +1,15 @@
+<!-- APPROVED: 2026-04-23 by ealmeida -->
+# SPEC — DashDescomplicar
+
+## Projectos activos
+
+### Observabilidade (Espelho) — Claude Session Replay
+**SPEC autoritativo:** `/media/ealmeida/Dados/Hub/05-Projectos/Observabilidade/SPEC.md`
+**PLAN:** `/media/ealmeida/Dados/Hub/05-Projectos/Observabilidade/PLAN.md`
+**Branch:** `feat/observabilidade-espelho`
+**Desk task:** #2059
+
+Painel `/sessions` para replay de sessões Claude Code. Indexer + SQLite + API + UI timeline.
+
+## Projectos anteriores
+Ver `CHANGELOG.md` para histórico.

api/routes/sessions.ts

@@ -0,0 +1,65 @@
+/**
+ * Rota /api/sessions — lista e detalhe de sessões Claude Code.
+ * Validação Zod em query params; detalhe carrega eventos via parseSessionFile.
+ * @author Descomplicar® | Projecto Observabilidade (Espelho)
+ */
+import { Router } from 'express'
+import { z } from 'zod'
+import type { SessionsDb } from '../services/sessions/db.js'
+import { parseSessionFile } from '../services/sessions/parser.js'
+
+const ListQuerySchema = z.object({
+  days: z.coerce.number().int().min(1).max(3650).optional(),
+  project: z.string().min(1).max(200).optional(),
+  tool: z.string().min(1).max(100).optional(),
+  skill: z.string().min(1).max(200).optional(),
+  q: z.string().max(500).optional(),
+  limit: z.coerce.number().int().min(1).max(200).default(50),
+  offset: z.coerce.number().int().min(0).default(0),
+})
+
+const IdParamSchema = z.object({ id: z.string().min(1).max(200) })
+
+export function createSessionsRouter(db: SessionsDb): Router {
+  const router = Router()
+
+  router.get('/', (req, res) => {
+    const parsed = ListQuerySchema.safeParse(req.query)
+    if (!parsed.success) {
+      return res.status(400).json({ error: 'Invalid query', details: parsed.error.format() })
+    }
+    const filters = parsed.data
+    const items = db.listSessions(filters)
+    const total = db.countSessions(filters)
+    return res.json({ total, items })
+  })
+
+  router.get('/:id', async (req, res) => {
+    const parsed = IdParamSchema.safeParse(req.params)
+    if (!parsed.success) {
+      return res.status(400).json({ error: 'Invalid id' })
+    }
+    const session = db.getSession(parsed.data.id)
+    if (!session) return res.status(404).json({ error: 'Session not found' })
+
+    try {
+      const { events } = await parseSessionFile(session.jsonl_path)
+      return res.json({ meta: session, events })
+    } catch (err) {
+      const e = err as NodeJS.ErrnoException
+      if (e.code === 'ENOENT') {
+        return res.status(410).json({
+          error: 'Session file missing (stale index)',
+          session_id: parsed.data.id,
+        })
+      }
+      const isProduction = process.env.NODE_ENV === 'production'
+      return res.status(500).json({
+        error: 'Failed to parse session',
+        ...(isProduction ? {} : { message: e.message }),
+      })
+    }
+  })
+
+  return router
+}

api/scripts/sessions-indexer.ts

@@ -0,0 +1,53 @@
+#!/usr/bin/env tsx
+/**
+ * CLI do indexer de sessões Claude Code (Observabilidade/Espelho).
+ *
+ * Modos:
+ *   --full   Full scan de ~/.claude/projects -> SQLite em ~/.claude-work/sessions.db
+ *   --watch  Modo incremental (stub; implementação Task 8)
+ *
+ * Env:
+ *   OBSERVABILIDADE_DB  Override ao caminho da BD SQLite
+ */
+import { indexAll, DEFAULT_DB_PATH, PROJECTS_ROOT } from '../services/sessions/indexer.js'
+import { startWatcher } from '../services/sessions/watcher.js'
+
+async function main(): Promise<void> {
+  const args = process.argv.slice(2)
+  const mode = args.find((a) => a === '--full' || a === '--watch')
+  if (!mode) {
+    console.error('Uso: sessions-indexer.ts [--full|--watch]')
+    process.exit(1)
+  }
+
+  const dbPath = process.env.OBSERVABILIDADE_DB ?? DEFAULT_DB_PATH
+  console.log(`[indexer] modo=${mode} db=${dbPath}`)
+
+  if (mode === '--watch') {
+    console.log(`[indexer] watch mode em ${PROJECTS_ROOT} -> ${dbPath}`)
+    await indexAll({ dbPath })
+    await startWatcher(dbPath)
+    return
+  }
+
+  const start = Date.now()
+  let lastLogged = 0
+  const { indexed, failed } = await indexAll({
+    dbPath,
+    onProgress: (done, total) => {
+      if (done - lastLogged >= 50 || done === total) {
+        console.log(`[indexer] ${done}/${total}`)
+        lastLogged = done
+      }
+    },
+  })
+  const durationMs = Date.now() - start
+  const durationSec = (durationMs / 1000).toFixed(1)
+  console.log(`[indexer] concluído em ${durationSec}s · indexed=${indexed} failed=${failed}`)
+  process.exit(failed > 0 ? 1 : 0)
+}
+
+main().catch((err) => {
+  console.error('[indexer] falha fatal:', err)
+  process.exit(2)
+})

api/scripts/sessions-patterns.ts

@@ -0,0 +1,428 @@
+#!/usr/bin/env tsx
+/**
+ * Detector semanal de padrões sobre a BD Observabilidade (Fase 6A).
+ *
+ * Uso:
+ *   sessions-patterns.ts [--week YYYY-Www] [--publish] [--force]
+ *   sessions-patterns.ts --backfill
+ *
+ * Backfill:
+ *   Itera todas as semanas ISO desde a primeira sessão na BD até (excluindo)
+ *   a semana corrente, detecta padrões e faz upsert. Nunca publica nem abre
+ *   tickets. Output: linha JSON por semana + sumário total no fim.
+ *
+ * Fluxo:
+ *   1. Resolver intervalo da semana (segunda 00:00 UTC → domingo 23:59 UTC)
+ *   2. Correr detectPatterns (6 detectores heurísticos)
+ *   3. Persistir com upsertPattern + consecutive_weeks
+ *   4. Se --publish: chamar gateway MCP (desk-crm) para publicar comentário HTML
+ *      na discussão #32, e para padrões com consecutive_weeks>=3 e
+ *      severity∈(warning,action) abrir Ticket no Desk.
+ *   5. Output JSON-line final com contagens.
+ *
+ * Env obrigatório com --publish:
+ *   MCP_GATEWAY_TOKEN  Bearer token do gateway MCP
+ *   MCP_GATEWAY_URL    URL do MCP desk-crm (default https://gateway.descomplicar.pt/v1/desk-crm/mcp)
+ */
+import { readFileSync, writeFileSync, existsSync } from 'node:fs'
+import { openSessionsDb, type PatternRecord, type SessionsDb } from '../services/sessions/db.js'
+import { DEFAULT_DB_PATH } from '../services/sessions/indexer.js'
+import {
+  detectPatterns,
+  toPatternRecord,
+  weekIso,
+  weekRange,
+  type Pattern,
+} from '../services/sessions/patterns.js'
+
+const CARL_JSON_PATH = '/media/ealmeida/Dados/.carl/carl.json'
+
+/**
+ * Propor padrão persistente como staging entry no carl.json.
+ * Idempotente: não duplica por pattern_key.
+ * Só dispara para severity action ou warning com ≥3 semanas consecutivas.
+ */
+function proposeCarlStagingEntry(p: PatternRecord): void {
+  if (!existsSync(CARL_JSON_PATH)) return
+  try {
+    const raw = readFileSync(CARL_JSON_PATH, 'utf-8')
+    const carl = JSON.parse(raw) as { staging?: unknown[] }
+    const staging = (carl.staging ??= [])
+    const stagingId = `pattern-${p.pattern_key}`
+    const exists = staging.some((e) => typeof e === 'object' && e !== null && (e as { id?: string }).id === stagingId)
+    if (exists) return
+    staging.push({
+      id: stagingId,
+      type: 'pattern-proposal',
+      source: 'observabilidade-patterns',
+      name: `Padrão recorrente: ${p.title}`,
+      description: p.description,
+      severity: p.severity,
+      consecutive_weeks: p.consecutive_weeks,
+      affected_count: p.affected_count,
+      sample_session_ids: p.sample_session_ids,
+      proposed_at: new Date().toISOString(),
+      status: 'pending-review',
+    })
+    writeFileSync(CARL_JSON_PATH, JSON.stringify(carl, null, 2), 'utf-8')
+    console.error(`[patterns] proposto em CARL staging: ${stagingId}`)
+  } catch (err) {
+    console.error(`[patterns] falha ao propor em CARL staging: ${(err as Error).message}`)
+  }
+}
+
+interface Args {
+  week?: string
+  publish: boolean
+  force: boolean
+  backfill: boolean
+}
+
+interface MCPToolCallResult {
+  content?: Array<{ type: string; text: string }>
+  isError?: boolean
+}
+
+/** Staff ID usado para publicar comentários automáticos (Observabilidade) */
+const OBSERVABILIDADE_STAFF_ID = 25
+/** Discussão Desk onde os resumos semanais são publicados */
+const OBSERVABILIDADE_DISCUSSION_ID = 32
+/** Departamento "Geral" no Desk CRM (id=1) */
+const OBSERVABILIDADE_DEPARTMENT_ID = 1
+
+function parseArgs(argv: string[]): Args {
+  const a: Args = { publish: false, force: false, backfill: false }
+  for (let i = 0; i < argv.length; i++) {
+    if (argv[i] === '--week') a.week = argv[++i]
+    else if (argv[i] === '--publish') a.publish = true
+    else if (argv[i] === '--force') a.force = true
+    else if (argv[i] === '--backfill') a.backfill = true
+  }
+  return a
+}
+
+/** Detecta e persiste padrões para uma única semana (sem publicar). */
+function processWeek(db: SessionsDb, monday: Date): {
+  week_iso: string
+  detected: number
+  by_severity: { action: number; warning: number; info: number }
+} {
+  const range = weekRange(monday)
+  const weekIsoStr = range.iso
+  const detected: Pattern[] = detectPatterns(db, range.start, range.end)
+  const records: PatternRecord[] = []
+  for (const p of detected) {
+    const tmpRec = toPatternRecord(p, weekIsoStr, 1)
+    db.upsertPattern(tmpRec)
+    const consecutive = db.getConsecutiveWeeks(p.pattern_key, weekIsoStr)
+    const rec = toPatternRecord(p, weekIsoStr, consecutive)
+    db.upsertPattern(rec)
+    records.push(rec)
+  }
+  return {
+    week_iso: weekIsoStr,
+    detected: records.length,
+    by_severity: {
+      action: records.filter((r) => r.severity === 'action').length,
+      warning: records.filter((r) => r.severity === 'warning').length,
+      info: records.filter((r) => r.severity === 'info').length,
+    },
+  }
+}
+
+/** Executa backfill desde a primeira sessão até (excl.) semana corrente. */
+function runBackfill(db: SessionsDb, dbPath: string): void {
+  const raw = db.rawDb()
+  const row = raw.prepare('SELECT MIN(started_at) as min_started FROM sessions').get() as
+    | { min_started: string | null }
+    | undefined
+  if (!row || !row.min_started) {
+    console.error('[patterns] backfill: BD sem sessões. Nada a fazer.')
+    console.log(JSON.stringify({ backfill: true, weeks_processed: 0, total_detected: 0 }))
+    return
+  }
+  const firstStart = new Date(row.min_started)
+  const firstRange = weekRange(firstStart)
+  const currentRange = weekRange(new Date())
+  const currentIso = currentRange.iso
+
+  console.error(
+    `[patterns] backfill: primeira sessão ${row.min_started}, semana inicial ${firstRange.iso}, ` +
+      `semana corrente ${currentIso} (excluída) db=${dbPath}`,
+  )
+
+  let cursor = new Date(firstRange.start)
+  let weeksProcessed = 0
+  let totalDetected = 0
+  const bySev = { action: 0, warning: 0, info: 0 }
+  const perWeek: Array<{ week_iso: string; detected: number }> = []
+
+  // Iteração semanal: cursor é sempre segunda 00:00 UTC
+  while (weekIso(cursor) !== currentIso) {
+    const summary = processWeek(db, cursor)
+    console.log(JSON.stringify({ backfill: true, ...summary }))
+    weeksProcessed++
+    totalDetected += summary.detected
+    bySev.action += summary.by_severity.action
+    bySev.warning += summary.by_severity.warning
+    bySev.info += summary.by_severity.info
+    perWeek.push({ week_iso: summary.week_iso, detected: summary.detected })
+    // Avançar 7 dias
+    cursor = new Date(cursor)
+    cursor.setUTCDate(cursor.getUTCDate() + 7)
+    // Safety: evitar loop infinito em caso de bug
+    if (weeksProcessed > 520) {
+      console.error('[patterns] backfill: safety break após 520 semanas')
+      break
+    }
+  }
+
+  console.log(
+    JSON.stringify({
+      backfill_summary: true,
+      weeks_processed: weeksProcessed,
+      total_detected: totalDetected,
+      by_severity: bySev,
+      first_week: perWeek[0]?.week_iso ?? null,
+      last_week: perWeek[perWeek.length - 1]?.week_iso ?? null,
+    }),
+  )
+}
+
+/** Converte YYYY-Www em intervalo {start,end} UTC. */
+function weekIsoToRange(weekIsoStr: string): { start: Date; end: Date; iso: string } {
+  const m = weekIsoStr.match(/^(\d{4})-W(\d{2})$/)
+  if (!m) throw new Error(`Formato --week inválido: ${weekIsoStr}`)
+  const year = parseInt(m[1], 10)
+  const week = parseInt(m[2], 10)
+  // ISO week: quinta da semana 1 está sempre em 4 de Janeiro
+  const jan4 = new Date(Date.UTC(year, 0, 4))
+  const jan4Dow = jan4.getUTCDay() || 7 // 1..7 (seg..dom)
+  const mondayWeek1 = new Date(jan4)
+  mondayWeek1.setUTCDate(jan4.getUTCDate() - (jan4Dow - 1))
+  const monday = new Date(mondayWeek1)
+  monday.setUTCDate(mondayWeek1.getUTCDate() + (week - 1) * 7)
+  return weekRange(monday)
+}
+
+function escapeHtml(s: string): string {
+  return s.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;').replace(/"/g, '&quot;')
+}
+
+function buildDiscussionHtml(weekIso: string, patterns: PatternRecord[]): string {
+  const dateStr = new Date().toISOString().slice(0, 10)
+  const lines: string[] = []
+  lines.push(`<h4>Semana ${weekIso} — Padrões Detectados Automaticamente</h4>`)
+  lines.push(`<p><em>Detector automático Observabilidade — ${patterns.length} padrões analisados.</em></p>`)
+  if (patterns.length === 0) {
+    lines.push('<p>Nenhum padrão accionável detectado esta semana.</p>')
+  } else {
+    lines.push('<h4>Padrões (severity)</h4>')
+    lines.push('<ul>')
+    for (const p of patterns) {
+      const samples = p.sample_session_ids
+        .slice(0, 5)
+        .map((id) => `<a href="/sessions/${encodeURIComponent(id)}"><code>${escapeHtml(id.slice(0, 8))}</code></a>`)
+        .join(', ')
+      lines.push(
+        `<li><strong>${escapeHtml(p.title)}</strong> [${p.severity}] — ` +
+          `${p.affected_count} sessões` +
+          (p.metric_value != null ? `, métrica ${p.metric_value}` : '') +
+          `<br><em>Descrição:</em> ${escapeHtml(p.description)}` +
+          `<br><em>Sample:</em> ${samples}` +
+          `<br><em>Semanas consecutivas:</em> ${p.consecutive_weeks}</li>`,
+      )
+    }
+    lines.push('</ul>')
+  }
+  lines.push('<hr>')
+  lines.push(`<p><strong>Skill:</strong> observabilidade-patterns | <strong>Data:</strong> ${dateStr}</p>`)
+  return lines.join('\n')
+}
+
+/**
+ * Chama uma ferramenta do gateway MCP (JSON-RPC 2.0 sobre HTTP).
+ * O gateway pode responder em SSE (text/event-stream) ou JSON — tratamos ambos.
+ */
+async function callMcpTool(tool: string, args: Record<string, unknown>): Promise<MCPToolCallResult> {
+  const url = process.env.MCP_GATEWAY_URL ?? 'https://gateway.descomplicar.pt/v1/desk-crm/mcp'
+  const token = process.env.MCP_GATEWAY_TOKEN
+  if (!token) throw new Error('MCP_GATEWAY_TOKEN não definido')
+  const body = {
+    jsonrpc: '2.0',
+    id: Date.now(),
+    method: 'tools/call',
+    params: { name: tool, arguments: args },
+  }
+  const res = await fetch(url, {
+    method: 'POST',
+    headers: {
+      Authorization: `Bearer ${token}`,
+      'Content-Type': 'application/json',
+      Accept: 'application/json, text/event-stream',
+    },
+    body: JSON.stringify(body),
+  })
+  if (!res.ok) {
+    const txt = await res.text().catch(() => '')
+    throw new Error(`MCP gateway ${res.status}: ${txt.slice(0, 300)}`)
+  }
+  const raw = await res.text()
+  // Responde JSON puro ou SSE (linhas "data: {...}")
+  let payload: string | null = null
+  for (const line of raw.split(/\r?\n/)) {
+    const trimmed = line.trim()
+    if (!trimmed) continue
+    if (trimmed.startsWith('data: ')) {
+      payload = trimmed.slice(6)
+      break
+    }
+    if (trimmed.startsWith('{')) {
+      payload = trimmed
+      break
+    }
+  }
+  if (!payload) throw new Error(`MCP resposta sem payload JSON: ${raw.slice(0, 200)}`)
+  const parsed = JSON.parse(payload) as { error?: unknown; result?: MCPToolCallResult }
+  if (parsed.error) throw new Error(`MCP error: ${JSON.stringify(parsed.error)}`)
+  const result = parsed.result as MCPToolCallResult | undefined
+  if (result?.isError) {
+    const txt = result.content?.map((c) => c.text).join('\n') ?? ''
+    throw new Error(`MCP tool ${tool} devolveu isError: ${txt.slice(0, 300)}`)
+  }
+  return result ?? {}
+}
+
+async function postDeskDiscussionComment(html: string): Promise<unknown> {
+  return callMcpTool('add_discussion_comment', {
+    discussion_id: OBSERVABILIDADE_DISCUSSION_ID,
+    content: html,
+    staff_id: OBSERVABILIDADE_STAFF_ID,
+  })
+}
+
+async function createDeskTicket(p: PatternRecord): Promise<unknown> {
+  const priority = p.severity === 'action' ? 4 : 3 // 4=alta, 3=média
+  const message = [
+    `<p><strong>Padrão recorrente detectado automaticamente — ${p.consecutive_weeks} semanas consecutivas.</strong></p>`,
+    `<p>${escapeHtml(p.description)}</p>`,
+    `<ul>`,
+    `<li>Pattern key: <code>${escapeHtml(p.pattern_key)}</code></li>`,
+    `<li>Severity: ${p.severity}</li>`,
+    `<li>Affected: ${p.affected_count} sessões</li>`,
+    `<li>Metric: ${p.metric_value ?? 'n/a'}</li>`,
+    `<li>Week: ${p.week_iso}</li>`,
+    `</ul>`,
+    `<p><em>Sample sessions:</em> ${p.sample_session_ids.map((s) => `<code>${escapeHtml(s)}</code>`).join(', ')}</p>`,
+  ].join('\n')
+  return callMcpTool('create_ticket', {
+    subject: `Padrão recorrente: ${p.title}`,
+    message,
+    priority,
+    department: OBSERVABILIDADE_DEPARTMENT_ID,
+  })
+}
+
+async function main(): Promise<void> {
+  const args = parseArgs(process.argv.slice(2))
+  if (args.publish && !process.env.MCP_GATEWAY_TOKEN) {
+    console.error('[patterns] --publish requer MCP_GATEWAY_TOKEN. Aborta.')
+    process.exit(1)
+  }
+  const dbPath = process.env.OBSERVABILIDADE_DB ?? DEFAULT_DB_PATH
+  const db = openSessionsDb(dbPath)
+
+  if (args.backfill) {
+    if (args.publish) {
+      console.error('[patterns] --backfill é incompatível com --publish. Aborta.')
+      process.exit(1)
+    }
+    runBackfill(db, dbPath)
+    db.close()
+    return
+  }
+
+  const range = args.week ? weekIsoToRange(args.week) : weekRange(new Date())
+  const weekIso = args.week ?? range.iso
+  console.error(`[patterns] semana ${weekIso} range=${range.start.toISOString()}..${range.end.toISOString()} db=${dbPath} publish=${args.publish}`)
+
+  const detected: Pattern[] = detectPatterns(db, range.start, range.end)
+  console.error(`[patterns] detectados ${detected.length} padrões`)
+
+  const records: PatternRecord[] = []
+  for (const p of detected) {
+    // Primeiro upsert com consecutive=1 (placeholder); depois recalcula.
+    const tmpRec = toPatternRecord(p, weekIso, 1)
+    db.upsertPattern(tmpRec)
+    const consecutive = db.getConsecutiveWeeks(p.pattern_key, weekIso)
+    const rec = toPatternRecord(p, weekIso, consecutive)
+    db.upsertPattern(rec)
+    records.push(rec)
+  }
+
+  // Ordenar por severity (action > warning > info) depois affected_count
+  const sevRank: Record<string, number> = { action: 3, warning: 2, info: 1 }
+  records.sort((a, b) => (sevRank[b.severity] - sevRank[a.severity]) || (b.affected_count - a.affected_count))
+
+  let commentPosted = false
+  let ticketsCreated = 0
+  let publishError: string | null = null
+
+  if (args.publish) {
+    try {
+      const html = buildDiscussionHtml(weekIso, records)
+      await postDeskDiscussionComment(html)
+      commentPosted = true
+      for (const rec of records) {
+        if (rec.consecutive_weeks >= 3 && (rec.severity === 'warning' || rec.severity === 'action')) {
+          try {
+            await createDeskTicket(rec)
+            ticketsCreated++
+          } catch (e) {
+            console.error(`[patterns] falha ao criar ticket para ${rec.pattern_key}:`, (e as Error).message)
+          }
+          // Propor como staging no CARL — idempotente por pattern_key
+          proposeCarlStagingEntry(rec)
+        }
+      }
+    } catch (e) {
+      publishError = (e as Error).message
+    }
+  }
+
+  // Dry-run: render HTML para stderr para verificação manual
+  if (!args.publish) {
+    const html = buildDiscussionHtml(weekIso, records)
+    console.error('\n--- HTML (dry-run) ---')
+    console.error(html)
+    console.error('--- /HTML ---\n')
+    for (const rec of records) {
+      if (rec.consecutive_weeks >= 3 && (rec.severity === 'warning' || rec.severity === 'action')) {
+        console.error(`[patterns] (dry-run) Ticket seria criado: ${rec.title} — ${rec.consecutive_weeks} sem.`)
+        console.error(`[patterns] (dry-run) CARL staging seria proposto: pattern-${rec.pattern_key}`)
+      }
+    }
+  }
+
+  const summary = {
+    week_iso: weekIso,
+    range: { start: range.start.toISOString(), end: range.end.toISOString() },
+    detected: records.length,
+    by_severity: {
+      action: records.filter((r) => r.severity === 'action').length,
+      warning: records.filter((r) => r.severity === 'warning').length,
+      info: records.filter((r) => r.severity === 'info').length,
+    },
+    published: commentPosted,
+    tickets_created: ticketsCreated,
+    publish_error: publishError,
+    dry_run: !args.publish,
+  }
+  console.log(JSON.stringify(summary))
+  db.close()
+}
+
+main().catch((err) => {
+  console.error('[patterns] falha fatal:', err)
+  process.exit(2)
+})

api/scripts/sessions-worklog-import.ts

@@ -0,0 +1,97 @@
+#!/usr/bin/env tsx
+/**
+ * Importa comentários das discussões Desk #31/#32/#33 (worklogs, reflexões
+ * e acções de melhoria) para a BD Observabilidade.
+ *
+ * Uso:
+ *   sessions-worklog-import.ts [--discussion 31|32|33|all] [--since-days N]
+ *   sessions-worklog-import.ts --discussion 31 --page-size 200
+ *
+ * Default: --discussion all --since-days 365
+ *
+ * Env obrigatório:
+ *   MCP_GATEWAY_TOKEN  Bearer token do gateway MCP
+ */
+import { openSessionsDb } from '../services/sessions/db.js'
+import { DEFAULT_DB_PATH } from '../services/sessions/indexer.js'
+import { importWorklogDiscussion, type ImportResult } from '../services/sessions/worklog-import.js'
+
+interface Args {
+  discussion: 'all' | number
+  sinceDays: number
+  pageSize: number
+}
+
+function parseArgs(argv: string[]): Args {
+  const a: Args = { discussion: 'all', sinceDays: 365, pageSize: 500 }
+  for (let i = 0; i < argv.length; i++) {
+    if (argv[i] === '--discussion') {
+      const v = argv[++i]
+      a.discussion = v === 'all' ? 'all' : parseInt(v, 10)
+    } else if (argv[i] === '--since-days') {
+      a.sinceDays = parseInt(argv[++i], 10)
+    } else if (argv[i] === '--page-size') {
+      a.pageSize = parseInt(argv[++i], 10)
+    }
+  }
+  return a
+}
+
+async function main(): Promise<void> {
+  const args = parseArgs(process.argv.slice(2))
+  if (!process.env.MCP_GATEWAY_TOKEN) {
+    console.error('[worklog-import] MCP_GATEWAY_TOKEN não definido. Aborta.')
+    process.exit(1)
+  }
+  const dbPath = process.env.OBSERVABILIDADE_DB ?? DEFAULT_DB_PATH
+  const db = openSessionsDb(dbPath)
+
+  const discussions = args.discussion === 'all' ? [31, 32, 33] : [args.discussion as number]
+  const sinceIso = new Date(Date.now() - args.sinceDays * 86400_000).toISOString()
+
+  console.error(
+    `[worklog-import] db=${dbPath} discussions=${discussions.join(',')} since=${sinceIso} page_size=${args.pageSize}`,
+  )
+
+  const results: ImportResult[] = []
+  for (const d of discussions) {
+    try {
+      const r = await importWorklogDiscussion(db, d, { sinceIso, pageSize: args.pageSize })
+      results.push(r)
+      console.error(
+        `[worklog-import] #${d}: fetched=${r.fetched} inserted=${r.imported} updated=${r.updated} skipped=${r.skipped} errors=${r.errors}`,
+      )
+    } catch (e) {
+      console.error(`[worklog-import] falha #${d}:`, (e as Error).message)
+      results.push({
+        discussion_id: d,
+        fetched: 0,
+        imported: 0,
+        updated: 0,
+        skipped: 0,
+        errors: 1,
+      })
+    }
+  }
+
+  const summary = {
+    db: dbPath,
+    since_iso: sinceIso,
+    discussions: results,
+    totals: {
+      fetched: results.reduce((s, r) => s + r.fetched, 0),
+      imported: results.reduce((s, r) => s + r.imported, 0),
+      updated: results.reduce((s, r) => s + r.updated, 0),
+      skipped: results.reduce((s, r) => s + r.skipped, 0),
+      errors: results.reduce((s, r) => s + r.errors, 0),
+    },
+    total_in_db: db.countWorklogComments(),
+  }
+  console.log(JSON.stringify(summary))
+  db.close()
+}
+
+main().catch((err) => {
+  console.error('[worklog-import] falha fatal:', err)
+  process.exit(2)
+})

api/server.ts

@@ -21,6 +21,9 @@ import n8nRouter from './routes/n8n.js'
 import paperclipRouter from './routes/paperclip.js'
 import aiRouter from './routes/ai.js'
 import operationsRouter from './routes/operations.js'
+import { createSessionsRouter } from './routes/sessions.js'
+import { openSessionsDb } from './services/sessions/db.js'
+import { DEFAULT_DB_PATH } from './services/sessions/indexer.js'
 import { collectAllServerMetrics } from './services/server-metrics.js'
 import { collectMonitoringData } from './services/monitoring-collector.js'
 
@@ -133,6 +136,20 @@ app.use('/api/paperclip', paperclipRouter)
 app.use('/api/ai', aiRouter)
 app.use('/api/operations', operationsRouter)
 
+// Observabilidade (Espelho) — sessões Claude Code
+const sessionsDb = openSessionsDb(process.env.OBSERVABILIDADE_DB ?? DEFAULT_DB_PATH)
+app.use('/api/sessions', createSessionsRouter(sessionsDb))
+
+function closeSessionsDb(): void {
+  try {
+    sessionsDb.close()
+  } catch (err) {
+    console.error('[sessionsDb] erro ao fechar:', err)
+  }
+}
+process.on('SIGTERM', closeSessionsDb)
+process.on('SIGINT', closeSessionsDb)
+
 // Serve static files in production
 if (isProduction) {
   // __dirname is /app/api/dist, need to go up 2 levels to /app/dist

api/services/sessions/db.ts

@@ -0,0 +1,434 @@
+import Database from 'better-sqlite3'
+import { mkdirSync } from 'fs'
+import { dirname } from 'path'
+import type { SessionMeta } from '../../types/session.js'
+
+export interface ListFilters {
+  days?: number
+  project?: string
+  tool?: string
+  skill?: string
+  q?: string
+  limit?: number
+  offset?: number
+}
+
+export interface PatternRecord {
+  id?: number
+  detected_at: string
+  week_iso: string
+  pattern_key: string
+  title: string
+  description: string
+  severity: 'info' | 'warning' | 'action'
+  metric_value: number | null
+  sample_session_ids: string[]
+  affected_count: number
+  consecutive_weeks: number
+}
+
+export interface WorklogCommentRecord {
+  id: number
+  discussion_id: number
+  created_at: string
+  staff_id: number | null
+  title: string | null
+  task_ref: string | null
+  duration_sec: number | null
+  work_items: string[]
+  files_modified: string[]
+  problems: { problema: string; solucao: string }[]
+  patterns_text: string[]
+  actions: { tipo: string; descricao: string; prioridade: string | null }[]
+  raw_html: string
+  imported_at: string
+}
+
+export interface WorklogFilters {
+  discussion_id?: number
+  task_ref?: string
+  sinceIso?: string
+  limit?: number
+  offset?: number
+}
+
+export interface SessionsDb {
+  upsertSession(meta: SessionMeta): void
+  upsertMany(metas: SessionMeta[]): void
+  listSessions(filters: ListFilters): SessionMeta[]
+  countSessions(filters: ListFilters): number
+  getSession(id: string): SessionMeta | null
+  deleteByJsonlPath(path: string): void
+  upsertPattern(p: PatternRecord): void
+  getPatternsByWeek(week: string): PatternRecord[]
+  getConsecutiveWeeks(pattern_key: string, uptoWeek: string): number
+  upsertWorklogComment(c: WorklogCommentRecord): { inserted: boolean }
+  hasWorklogComment(id: number): boolean
+  listWorklogComments(filters: WorklogFilters): WorklogCommentRecord[]
+  countWorklogComments(filters?: WorklogFilters): number
+  rawDb(): Database.Database
+  close(): void
+}
+
+const SCHEMA = `
+CREATE TABLE IF NOT EXISTS sessions (
+  session_id      TEXT PRIMARY KEY,
+  project_path    TEXT NOT NULL,
+  project_slug    TEXT NOT NULL,
+  jsonl_path      TEXT NOT NULL UNIQUE,
+  started_at      TEXT NOT NULL,
+  ended_at        TEXT,
+  duration_sec    INTEGER,
+  event_count     INTEGER NOT NULL,
+  user_messages   INTEGER NOT NULL,
+  assistant_msgs  INTEGER NOT NULL,
+  tool_calls      INTEGER NOT NULL,
+  first_prompt    TEXT,
+  tools_used      TEXT NOT NULL,
+  skills_invoked  TEXT NOT NULL,
+  outcome         TEXT NOT NULL,
+  permission_mode TEXT,
+  file_size       INTEGER NOT NULL,
+  indexed_at      TEXT NOT NULL
+);
+CREATE INDEX IF NOT EXISTS idx_started ON sessions(started_at DESC);
+CREATE INDEX IF NOT EXISTS idx_project ON sessions(project_slug, started_at DESC);
+
+CREATE TABLE IF NOT EXISTS patterns (
+  id              INTEGER PRIMARY KEY AUTOINCREMENT,
+  detected_at     TEXT NOT NULL,
+  week_iso        TEXT NOT NULL,
+  pattern_key     TEXT NOT NULL,
+  title           TEXT NOT NULL,
+  description     TEXT NOT NULL,
+  severity        TEXT NOT NULL,
+  metric_value    REAL,
+  sample_session_ids TEXT NOT NULL,
+  affected_count  INTEGER NOT NULL,
+  consecutive_weeks INTEGER NOT NULL DEFAULT 1,
+  UNIQUE(week_iso, pattern_key)
+);
+CREATE INDEX IF NOT EXISTS idx_patterns_week ON patterns(week_iso);
+CREATE INDEX IF NOT EXISTS idx_patterns_key ON patterns(pattern_key);
+
+CREATE TABLE IF NOT EXISTS worklog_comments (
+  id              INTEGER PRIMARY KEY,
+  discussion_id   INTEGER NOT NULL,
+  created_at      TEXT NOT NULL,
+  staff_id        INTEGER,
+  title           TEXT,
+  task_ref        TEXT,
+  duration_sec    INTEGER,
+  work_items      TEXT NOT NULL,
+  files_modified  TEXT NOT NULL,
+  problems_json   TEXT NOT NULL,
+  patterns_text   TEXT NOT NULL,
+  actions_json    TEXT NOT NULL,
+  raw_html        TEXT NOT NULL,
+  imported_at     TEXT NOT NULL
+);
+CREATE INDEX IF NOT EXISTS idx_wc_discussion ON worklog_comments(discussion_id, created_at DESC);
+CREATE INDEX IF NOT EXISTS idx_wc_task ON worklog_comments(task_ref);
+`
+
+function rowToMeta(row: Record<string, unknown>): SessionMeta {
+  return {
+    session_id: row.session_id as string,
+    project_path: row.project_path as string,
+    project_slug: row.project_slug as string,
+    jsonl_path: row.jsonl_path as string,
+    started_at: row.started_at as string,
+    ended_at: (row.ended_at as string | null) ?? null,
+    duration_sec: (row.duration_sec as number | null) ?? null,
+    event_count: row.event_count as number,
+    user_messages: row.user_messages as number,
+    assistant_msgs: row.assistant_msgs as number,
+    tool_calls: row.tool_calls as number,
+    first_prompt: (row.first_prompt as string | null) ?? null,
+    tools_used: JSON.parse(row.tools_used as string),
+    skills_invoked: JSON.parse(row.skills_invoked as string),
+    outcome: row.outcome as SessionMeta['outcome'],
+    permission_mode: (row.permission_mode as string | null) ?? null,
+    file_size: row.file_size as number,
+    indexed_at: row.indexed_at as string,
+  }
+}
+
+function buildWhere(f: ListFilters): { sql: string; params: Record<string, unknown> } {
+  const parts: string[] = []
+  const params: Record<string, unknown> = {}
+  if (f.days) {
+    const cutoff = new Date(Date.now() - f.days * 86400_000).toISOString()
+    parts.push('started_at >= @cutoff')
+    params.cutoff = cutoff
+  }
+  if (f.project) {
+    parts.push('project_slug = @project')
+    params.project = f.project
+  }
+  if (f.tool) {
+    parts.push("tools_used LIKE @toolLike")
+    params.toolLike = `%"${f.tool}"%`
+  }
+  if (f.skill) {
+    parts.push('skills_invoked LIKE @skillLike')
+    params.skillLike = `%"${f.skill}"%`
+  }
+  if (f.q) {
+    parts.push('first_prompt LIKE @q')
+    params.q = `%${f.q}%`
+  }
+  return {
+    sql: parts.length ? 'WHERE ' + parts.join(' AND ') : '',
+    params,
+  }
+}
+
+export function openSessionsDb(dbPath: string): SessionsDb {
+  mkdirSync(dirname(dbPath), { recursive: true })
+  const db = new Database(dbPath)
+  db.pragma('journal_mode = WAL')
+  db.pragma('synchronous = NORMAL')
+  db.exec(SCHEMA)
+
+  const upsertStmt = db.prepare(`
+    INSERT INTO sessions (session_id, project_path, project_slug, jsonl_path, started_at, ended_at,
+      duration_sec, event_count, user_messages, assistant_msgs, tool_calls, first_prompt,
+      tools_used, skills_invoked, outcome, permission_mode, file_size, indexed_at)
+    VALUES (@session_id, @project_path, @project_slug, @jsonl_path, @started_at, @ended_at,
+      @duration_sec, @event_count, @user_messages, @assistant_msgs, @tool_calls, @first_prompt,
+      @tools_used, @skills_invoked, @outcome, @permission_mode, @file_size, @indexed_at)
+    ON CONFLICT(session_id) DO UPDATE SET
+      project_path = excluded.project_path,
+      project_slug = excluded.project_slug,
+      jsonl_path = excluded.jsonl_path,
+      started_at = excluded.started_at,
+      ended_at = excluded.ended_at,
+      duration_sec = excluded.duration_sec,
+      event_count = excluded.event_count,
+      user_messages = excluded.user_messages,
+      assistant_msgs = excluded.assistant_msgs,
+      tool_calls = excluded.tool_calls,
+      first_prompt = excluded.first_prompt,
+      tools_used = excluded.tools_used,
+      skills_invoked = excluded.skills_invoked,
+      outcome = excluded.outcome,
+      permission_mode = excluded.permission_mode,
+      file_size = excluded.file_size,
+      indexed_at = excluded.indexed_at
+  `)
+
+  const upsertManyTxn = db.transaction((metas: SessionMeta[]) => {
+    for (const meta of metas) {
+      upsertStmt.run({
+        ...meta,
+        tools_used: JSON.stringify(meta.tools_used),
+        skills_invoked: JSON.stringify(meta.skills_invoked),
+      })
+    }
+  })
+
+  return {
+    upsertSession(meta) {
+      upsertStmt.run({
+        ...meta,
+        tools_used: JSON.stringify(meta.tools_used),
+        skills_invoked: JSON.stringify(meta.skills_invoked),
+      })
+    },
+    upsertMany(metas) {
+      upsertManyTxn(metas)
+    },
+    listSessions(filters) {
+      const { sql, params } = buildWhere(filters)
+      const limit = filters.limit ?? 50
+      const offset = filters.offset ?? 0
+      const rows = db
+        .prepare(`SELECT * FROM sessions ${sql} ORDER BY started_at DESC LIMIT @limit OFFSET @offset`)
+        .all({ ...params, limit, offset }) as Record<string, unknown>[]
+      return rows.map(rowToMeta)
+    },
+    countSessions(filters) {
+      const { sql, params } = buildWhere(filters)
+      const row = db.prepare(`SELECT COUNT(*) as c FROM sessions ${sql}`).get(params) as { c: number }
+      return row.c
+    },
+    getSession(id) {
+      const row = db.prepare('SELECT * FROM sessions WHERE session_id = ?').get(id) as Record<string, unknown> | undefined
+      return row ? rowToMeta(row) : null
+    },
+    deleteByJsonlPath(path) {
+      db.prepare('DELETE FROM sessions WHERE jsonl_path = ?').run(path)
+    },
+    upsertPattern(p: PatternRecord) {
+      db.prepare(`
+        INSERT INTO patterns (detected_at, week_iso, pattern_key, title, description,
+          severity, metric_value, sample_session_ids, affected_count, consecutive_weeks)
+        VALUES (@detected_at, @week_iso, @pattern_key, @title, @description,
+          @severity, @metric_value, @sample_session_ids, @affected_count, @consecutive_weeks)
+        ON CONFLICT(week_iso, pattern_key) DO UPDATE SET
+          detected_at = excluded.detected_at,
+          title = excluded.title,
+          description = excluded.description,
+          severity = excluded.severity,
+          metric_value = excluded.metric_value,
+          sample_session_ids = excluded.sample_session_ids,
+          affected_count = excluded.affected_count,
+          consecutive_weeks = excluded.consecutive_weeks
+      `).run({
+        detected_at: p.detected_at,
+        week_iso: p.week_iso,
+        pattern_key: p.pattern_key,
+        title: p.title,
+        description: p.description,
+        severity: p.severity,
+        metric_value: p.metric_value,
+        sample_session_ids: JSON.stringify(p.sample_session_ids),
+        affected_count: p.affected_count,
+        consecutive_weeks: p.consecutive_weeks,
+      })
+    },
+    getPatternsByWeek(week: string): PatternRecord[] {
+      const rows = db.prepare('SELECT * FROM patterns WHERE week_iso = ? ORDER BY severity DESC, affected_count DESC').all(week) as Record<string, unknown>[]
+      return rows.map((r) => ({
+        id: r.id as number,
+        detected_at: r.detected_at as string,
+        week_iso: r.week_iso as string,
+        pattern_key: r.pattern_key as string,
+        title: r.title as string,
+        description: r.description as string,
+        severity: r.severity as PatternRecord['severity'],
+        metric_value: (r.metric_value as number | null) ?? null,
+        sample_session_ids: JSON.parse(r.sample_session_ids as string),
+        affected_count: r.affected_count as number,
+        consecutive_weeks: r.consecutive_weeks as number,
+      }))
+    },
+    getConsecutiveWeeks(pattern_key: string, uptoWeek: string): number {
+      // Conta semanas consecutivas até uptoWeek (inclusive) em que pattern_key apareceu
+      const rows = db.prepare('SELECT DISTINCT week_iso FROM patterns WHERE pattern_key = ? AND week_iso <= ? ORDER BY week_iso DESC').all(pattern_key, uptoWeek) as { week_iso: string }[]
+      if (rows.length === 0) return 0
+      let count = 0
+      let cursor = uptoWeek
+      for (const row of rows) {
+        if (row.week_iso === cursor) {
+          count++
+          cursor = prevWeekIso(cursor)
+        } else {
+          break
+        }
+      }
+      return count
+    },
+    upsertWorklogComment(c: WorklogCommentRecord): { inserted: boolean } {
+      const existing = db.prepare('SELECT 1 FROM worklog_comments WHERE id = ?').get(c.id)
+      const inserted = !existing
+      db.prepare(`
+        INSERT INTO worklog_comments (id, discussion_id, created_at, staff_id, title, task_ref,
+          duration_sec, work_items, files_modified, problems_json, patterns_text, actions_json,
+          raw_html, imported_at)
+        VALUES (@id, @discussion_id, @created_at, @staff_id, @title, @task_ref,
+          @duration_sec, @work_items, @files_modified, @problems_json, @patterns_text, @actions_json,
+          @raw_html, @imported_at)
+        ON CONFLICT(id) DO UPDATE SET
+          discussion_id = excluded.discussion_id,
+          created_at = excluded.created_at,
+          staff_id = excluded.staff_id,
+          title = excluded.title,
+          task_ref = excluded.task_ref,
+          duration_sec = excluded.duration_sec,
+          work_items = excluded.work_items,
+          files_modified = excluded.files_modified,
+          problems_json = excluded.problems_json,
+          patterns_text = excluded.patterns_text,
+          actions_json = excluded.actions_json,
+          raw_html = excluded.raw_html,
+          imported_at = excluded.imported_at
+      `).run({
+        id: c.id,
+        discussion_id: c.discussion_id,
+        created_at: c.created_at,
+        staff_id: c.staff_id,
+        title: c.title,
+        task_ref: c.task_ref,
+        duration_sec: c.duration_sec,
+        work_items: JSON.stringify(c.work_items),
+        files_modified: JSON.stringify(c.files_modified),
+        problems_json: JSON.stringify(c.problems),
+        patterns_text: JSON.stringify(c.patterns_text),
+        actions_json: JSON.stringify(c.actions),
+        raw_html: c.raw_html,
+        imported_at: c.imported_at,
+      })
+      return { inserted }
+    },
+    hasWorklogComment(id: number): boolean {
+      return !!db.prepare('SELECT 1 FROM worklog_comments WHERE id = ?').get(id)
+    },
+    listWorklogComments(filters: WorklogFilters): WorklogCommentRecord[] {
+      const parts: string[] = []
+      const params: Record<string, unknown> = {}
+      if (filters.discussion_id) { parts.push('discussion_id = @discussion_id'); params.discussion_id = filters.discussion_id }
+      if (filters.task_ref) { parts.push('task_ref = @task_ref'); params.task_ref = filters.task_ref }
+      if (filters.sinceIso) { parts.push('created_at >= @since'); params.since = filters.sinceIso }
+      const where = parts.length ? 'WHERE ' + parts.join(' AND ') : ''
+      const limit = filters.limit ?? 1000
+      const offset = filters.offset ?? 0
+      const rows = db.prepare(`SELECT * FROM worklog_comments ${where} ORDER BY created_at DESC LIMIT @limit OFFSET @offset`)
+        .all({ ...params, limit, offset }) as Record<string, unknown>[]
+      return rows.map((r) => ({
+        id: r.id as number,
+        discussion_id: r.discussion_id as number,
+        created_at: r.created_at as string,
+        staff_id: (r.staff_id as number | null) ?? null,
+        title: (r.title as string | null) ?? null,
+        task_ref: (r.task_ref as string | null) ?? null,
+        duration_sec: (r.duration_sec as number | null) ?? null,
+        work_items: JSON.parse(r.work_items as string),
+        files_modified: JSON.parse(r.files_modified as string),
+        problems: JSON.parse(r.problems_json as string),
+        patterns_text: JSON.parse(r.patterns_text as string),
+        actions: JSON.parse(r.actions_json as string),
+        raw_html: r.raw_html as string,
+        imported_at: r.imported_at as string,
+      }))
+    },
+    countWorklogComments(filters?: WorklogFilters): number {
+      const parts: string[] = []
+      const params: Record<string, unknown> = {}
+      if (filters?.discussion_id) { parts.push('discussion_id = @discussion_id'); params.discussion_id = filters.discussion_id }
+      if (filters?.task_ref) { parts.push('task_ref = @task_ref'); params.task_ref = filters.task_ref }
+      if (filters?.sinceIso) { parts.push('created_at >= @since'); params.since = filters.sinceIso }
+      const where = parts.length ? 'WHERE ' + parts.join(' AND ') : ''
+      const row = db.prepare(`SELECT COUNT(*) as c FROM worklog_comments ${where}`).get(params) as { c: number }
+      return row.c
+    },
+    rawDb(): Database.Database {
+      return db
+    },
+    close() {
+      db.close()
+    },
+  }
+}
+
+/** Calcula semana ISO anterior (YYYY-Www). */
+export function prevWeekIso(week: string): string {
+  const m = week.match(/^(\d{4})-W(\d{2})$/)
+  if (!m) return week
+  const year = parseInt(m[1], 10)
+  const w = parseInt(m[2], 10)
+  if (w > 1) return `${year}-W${String(w - 1).padStart(2, '0')}`
+  // Semana 1 → última semana do ano anterior (52 ou 53)
+  const prevYear = year - 1
+  const last = weeksInYear(prevYear)
+  return `${prevYear}-W${String(last).padStart(2, '0')}`
+}
+
+function weeksInYear(year: number): number {
+  // ISO: ano tem 53 semanas se 1 Jan é quinta ou (ano bissexto e 1 Jan é quarta)
+  const jan1 = new Date(Date.UTC(year, 0, 1)).getUTCDay()
+  const isLeap = (year % 4 === 0 && year % 100 !== 0) || year % 400 === 0
+  if (jan1 === 4 || (isLeap && jan1 === 3)) return 53
+  return 52
+}

api/services/sessions/indexer.ts

@@ -0,0 +1,98 @@
+import { readdirSync, statSync } from 'fs'
+import { homedir } from 'os'
+import { join } from 'path'
+import { parseSessionFile } from './parser.js'
+import { openSessionsDb, type SessionsDb } from './db.js'
+import type { SessionMeta } from '../../types/session.js'
+
+export const PROJECTS_ROOT = join(homedir(), '.claude', 'projects')
+export const DEFAULT_DB_PATH = join(homedir(), '.claude-work', 'sessions.db')
+
+/**
+ * Percorre a raiz de projectos Claude (profundidade 2) e devolve todos os .jsonl.
+ * Estrutura: ~/.claude/projects/<project-slug>/<session-uuid>.jsonl
+ */
+export function findAllJsonl(root: string = PROJECTS_ROOT): string[] {
+  const result: string[] = []
+  let entries: string[]
+  try {
+    entries = readdirSync(root)
+  } catch {
+    return result
+  }
+  for (const entry of entries) {
+    const projectDir = join(root, entry)
+    let st
+    try {
+      st = statSync(projectDir)
+    } catch {
+      continue
+    }
+    if (!st.isDirectory()) continue
+    let files: string[]
+    try {
+      files = readdirSync(projectDir)
+    } catch {
+      continue
+    }
+    for (const f of files) {
+      if (f.endsWith('.jsonl')) result.push(join(projectDir, f))
+    }
+  }
+  return result
+}
+
+/**
+ * Indexa um único ficheiro (parse + upsert). Uso individual — útil para o watcher (Task 8).
+ */
+export async function indexFile(db: SessionsDb, path: string): Promise<void> {
+  const { meta } = await parseSessionFile(path)
+  db.upsertSession(meta)
+}
+
+export interface IndexAllOptions {
+  dbPath?: string
+  onProgress?: (done: number, total: number) => void
+}
+
+/**
+ * Full scan: percorre todos os JSONL e faz upsert em lote (batch 50 via transacção).
+ */
+export async function indexAll(
+  options: IndexAllOptions = {},
+): Promise<{ indexed: number; failed: number }> {
+  const db = openSessionsDb(options.dbPath ?? DEFAULT_DB_PATH)
+  const files = findAllJsonl()
+  const BATCH = 50
+  let indexed = 0
+  let failed = 0
+  let batch: SessionMeta[] = []
+
+  try {
+    for (let i = 0; i < files.length; i++) {
+      try {
+        const { meta } = await parseSessionFile(files[i])
+        batch.push(meta)
+        if (batch.length >= BATCH) {
+          db.upsertMany(batch)
+          indexed += batch.length
+          batch = []
+        }
+      } catch (err) {
+        failed++
+        console.error(`[indexer] erro em ${files[i]}:`, err)
+      }
+      if (options.onProgress) {
+        options.onProgress(indexed + failed + batch.length, files.length)
+      }
+    }
+    if (batch.length > 0) {
+      db.upsertMany(batch)
+      indexed += batch.length
+    }
+  } finally {
+    db.close()
+  }
+
+  return { indexed, failed }
+}

api/services/sessions/mcp-client.ts

@@ -0,0 +1,69 @@
+/**
+ * Cliente HTTP mínimo para o gateway MCP (JSON-RPC 2.0 sobre HTTP).
+ *
+ * Suporta resposta em JSON puro ou SSE (text/event-stream). Partilhado entre
+ * os scripts de Observabilidade (patterns + worklog import).
+ */
+
+export interface MCPToolCallResult {
+  content?: Array<{ type: string; text: string }>
+  isError?: boolean
+}
+
+export async function callMcpTool(
+  tool: string,
+  args: Record<string, unknown>,
+): Promise<MCPToolCallResult> {
+  const url = process.env.MCP_GATEWAY_URL ?? 'https://gateway.descomplicar.pt/v1/desk-crm/mcp'
+  const token = process.env.MCP_GATEWAY_TOKEN
+  if (!token) throw new Error('MCP_GATEWAY_TOKEN não definido')
+  const body = {
+    jsonrpc: '2.0',
+    id: Date.now(),
+    method: 'tools/call',
+    params: { name: tool, arguments: args },
+  }
+  const res = await fetch(url, {
+    method: 'POST',
+    headers: {
+      Authorization: `Bearer ${token}`,
+      'Content-Type': 'application/json',
+      Accept: 'application/json, text/event-stream',
+    },
+    body: JSON.stringify(body),
+  })
+  if (!res.ok) {
+    const txt = await res.text().catch(() => '')
+    throw new Error(`MCP gateway ${res.status}: ${txt.slice(0, 300)}`)
+  }
+  const raw = await res.text()
+  let payload: string | null = null
+  for (const line of raw.split(/\r?\n/)) {
+    const trimmed = line.trim()
+    if (!trimmed) continue
+    if (trimmed.startsWith('data: ')) {
+      payload = trimmed.slice(6)
+      break
+    }
+    if (trimmed.startsWith('{')) {
+      payload = trimmed
+      break
+    }
+  }
+  if (!payload) throw new Error(`MCP resposta sem payload JSON: ${raw.slice(0, 200)}`)
+  const parsed = JSON.parse(payload) as { error?: unknown; result?: MCPToolCallResult }
+  if (parsed.error) throw new Error(`MCP error: ${JSON.stringify(parsed.error)}`)
+  const result = parsed.result as MCPToolCallResult | undefined
+  if (result?.isError) {
+    const txt = result.content?.map((c) => c.text).join('\n') ?? ''
+    throw new Error(`MCP tool ${tool} devolveu isError: ${txt.slice(0, 300)}`)
+  }
+  return result ?? {}
+}
+
+/** Extrai o primeiro bloco de texto JSON-encoded do resultado MCP. */
+export function extractMcpJsonPayload<T = unknown>(r: MCPToolCallResult): T {
+  const text = r.content?.find((c) => c.type === 'text')?.text
+  if (!text) throw new Error('MCP result sem content text')
+  return JSON.parse(text) as T
+}

api/services/sessions/parser.ts

@@ -0,0 +1,209 @@
+import { createReadStream, statSync } from 'fs'
+import { createInterface } from 'readline'
+import { basename, dirname } from 'path'
+import type { ParseResult, SessionEvent, SessionEventType, SessionMeta, SessionOutcome } from '../../types/session.js'
+
+function slugFromProjectPath(jsonlPath: string): string {
+  return basename(dirname(jsonlPath))
+}
+
+function detectSkillInvoked(text: string | null): string | null {
+  if (!text) return null
+  const m = text.match(/Launching skill:\s*([a-zA-Z0-9:_\-\/]+)/)
+  return m ? m[1] : null
+}
+
+function detectHook(text: string | null): string | null {
+  if (!text) return null
+  const m = text.match(/(?:Hook|hook)\s+["']?([a-zA-Z0-9_\-\.]+\.sh)["']?/)
+  return m ? m[1] : null
+}
+
+function extractResultText(r: unknown): string | null {
+  if (r == null) return null
+  if (typeof r === 'string') return r
+  if (Array.isArray(r)) {
+    const parts: string[] = []
+    for (const p of r) {
+      if (p && typeof p === 'object' && 'text' in p && typeof (p as { text: unknown }).text === 'string') {
+        parts.push((p as { text: string }).text)
+      }
+    }
+    return parts.length ? parts.join('\n') : null
+  }
+  return null
+}
+
+function extractText(rawMsg: unknown): string | null {
+  if (!rawMsg || typeof rawMsg !== 'object') return null
+  const msg = rawMsg as { content?: unknown }
+  if (typeof msg.content === 'string') return msg.content
+  if (!Array.isArray(msg.content)) return null
+  const parts: string[] = []
+  for (const part of msg.content) {
+    if (part && typeof part === 'object' && 'type' in part) {
+      const p = part as { type: string; text?: string }
+      if (p.type === 'text' && typeof p.text === 'string') parts.push(p.text)
+    }
+  }
+  return parts.length ? parts.join('\n') : null
+}
+
+function classifyEventType(raw: Record<string, unknown>): SessionEventType {
+  const t = raw.type
+  if (typeof t !== 'string') return 'unknown'
+  if (t === 'user' || t === 'assistant' || t === 'system' || t === 'attachment' || t === 'permission-mode' || t === 'file-history-snapshot') {
+    return t as SessionEventType
+  }
+  return 'unknown'
+}
+
+function deriveOutcome(events: SessionEvent[]): SessionOutcome {
+  if (events.length === 0) return 'unknown'
+  const last = events[events.length - 1]
+  if (last.type !== 'assistant') return 'interrupted'
+  const raw = last.raw as { message?: { stop_reason?: string } }
+  const stopReason = raw.message?.stop_reason
+  if (stopReason === 'error') return 'error'
+  if (stopReason === 'end_turn' || stopReason === 'tool_use' || !stopReason) return 'completed'
+  return 'interrupted'
+}
+
+export async function parseSessionFile(jsonlPath: string): Promise<ParseResult> {
+  const stream = createReadStream(jsonlPath, { encoding: 'utf-8' })
+  const rl = createInterface({ input: stream, crlfDelay: Infinity })
+
+  const events: SessionEvent[] = []
+  let sessionId: string | null = null
+  let permissionMode: string | null = null
+  let firstPrompt: string | null = null
+  let userMessages = 0
+  let assistantMsgs = 0
+  let toolCalls = 0
+  const toolsUsed = new Set<string>()
+  const skillsInvoked = new Set<string>()
+  let firstTs: string | null = null
+  let lastTs: string | null = null
+  let idx = 0
+
+  try {
+    for await (const line of rl) {
+      if (!line.trim()) continue
+      let raw: Record<string, unknown>
+      try {
+        raw = JSON.parse(line)
+      } catch {
+        continue
+      }
+      const type = classifyEventType(raw)
+      const timestamp = typeof raw.timestamp === 'string' ? raw.timestamp : null
+      if (timestamp) {
+        if (!firstTs) firstTs = timestamp
+        lastTs = timestamp
+      }
+      if (type === 'permission-mode' && typeof raw.permissionMode === 'string') {
+        permissionMode = raw.permissionMode
+      }
+      if (typeof raw.sessionId === 'string') sessionId = raw.sessionId
+
+      const text = extractText((raw as { message?: unknown }).message)
+      let toolName: string | null = null
+      let toolInput: Record<string, unknown> | null = null
+      let toolResult: unknown = null
+
+      if (type === 'assistant' && raw.message && typeof raw.message === 'object') {
+        const content = (raw.message as { content?: unknown[] }).content
+        if (Array.isArray(content)) {
+          for (const part of content) {
+            if (part && typeof part === 'object' && 'type' in part) {
+              const p = part as { type: string; name?: string; input?: Record<string, unknown> }
+              if (p.type === 'tool_use' && typeof p.name === 'string') {
+                toolCalls++
+                toolsUsed.add(p.name)
+                toolName = p.name
+                toolInput = p.input ?? null
+              }
+            }
+          }
+        }
+        assistantMsgs++
+      }
+
+      if (type === 'user') {
+        userMessages++
+        if (!firstPrompt && text && !text.startsWith('<') && text.length > 0) {
+          firstPrompt = text.slice(0, 500)
+        }
+        if (raw.message && typeof raw.message === 'object') {
+          const content = (raw.message as { content?: unknown[] }).content
+          if (Array.isArray(content)) {
+            for (const part of content) {
+              if (part && typeof part === 'object' && 'type' in part) {
+                const p = part as { type: string; content?: unknown }
+                if (p.type === 'tool_result') toolResult = p.content
+              }
+            }
+          }
+        }
+      }
+
+      const resultText = extractResultText(toolResult)
+      const skill = detectSkillInvoked(text)
+      const skillFromResult = detectSkillInvoked(resultText)
+      const finalSkill = skill ?? skillFromResult
+      if (finalSkill) skillsInvoked.add(finalSkill)
+      const hook = detectHook(text) ?? detectHook(resultText)
+
+      events.push({
+        index: idx++,
+        type,
+        timestamp,
+        raw,
+        text,
+        tool_name: toolName,
+        tool_input: toolInput,
+        tool_result: toolResult,
+        skill_invoked: finalSkill,
+        hook_name: hook,
+      })
+    }
+  } finally {
+    rl.close()
+    stream.destroy()
+  }
+
+  if (!sessionId) {
+    sessionId = basename(jsonlPath, '.jsonl')
+  }
+
+  let durationSec: number | null = null
+  if (firstTs && lastTs) {
+    const diff = Date.parse(lastTs) - Date.parse(firstTs)
+    if (Number.isFinite(diff)) durationSec = Math.max(0, Math.round(diff / 1000))
+  }
+  const outcome = deriveOutcome(events)
+  const stats = statSync(jsonlPath)
+
+  const meta: SessionMeta = {
+    session_id: sessionId,
+    project_path: dirname(jsonlPath),
+    project_slug: slugFromProjectPath(jsonlPath),
+    jsonl_path: jsonlPath,
+    started_at: firstTs ?? new Date(stats.birthtimeMs).toISOString(),
+    ended_at: lastTs,
+    duration_sec: durationSec,
+    event_count: events.length,
+    user_messages: userMessages,
+    assistant_msgs: assistantMsgs,
+    tool_calls: toolCalls,
+    first_prompt: firstPrompt,
+    tools_used: [...toolsUsed],
+    skills_invoked: [...skillsInvoked],
+    outcome,
+    permission_mode: permissionMode,
+    file_size: stats.size,
+    indexed_at: new Date().toISOString(),
+  }
+
+  return { meta, events }
+}

api/services/sessions/patterns.ts

@@ -0,0 +1,515 @@
+/**
+ * Detector automático de padrões sobre a BD `sessions` (Observabilidade Fase 6A).
+ *
+ * Seis detectores heurísticos em SQL puro (via better-sqlite3). Cada detector
+ * devolve zero ou mais `Pattern` para a semana analisada. Pipeline:
+ *   1. Correr detectores sobre intervalo [weekStart, weekEnd]
+ *   2. Persistir via `upsertPattern` (idempotente por (week_iso, pattern_key))
+ *   3. Calcular `consecutive_weeks` olhando para semanas anteriores
+ */
+import type Database from 'better-sqlite3'
+import type { SessionsDb, PatternRecord } from './db.js'
+
+export type Severity = 'info' | 'warning' | 'action'
+
+export interface Pattern {
+  pattern_key: string
+  title: string
+  description: string
+  severity: Severity
+  metric_value: number | null
+  sample_session_ids: string[]
+  affected_count: number
+}
+
+export interface DetectCtx {
+  db: Database.Database
+  weekStartIso: string
+  weekEndIso: string
+}
+
+/** Converte Date para string ISO UTC. */
+function iso(d: Date): string {
+  return d.toISOString()
+}
+
+/**
+ * Calcula intervalo [segunda 00:00:00 UTC, domingo 23:59:59.999 UTC] da semana
+ * que contém `ref` (Regra 17 — semana começa à segunda).
+ */
+export function weekRange(ref: Date): { start: Date; end: Date; iso: string } {
+  const d = new Date(Date.UTC(ref.getUTCFullYear(), ref.getUTCMonth(), ref.getUTCDate()))
+  const dow = d.getUTCDay() // 0=Dom, 1=Seg
+  const diffToMonday = dow === 0 ? -6 : 1 - dow
+  const start = new Date(d)
+  start.setUTCDate(d.getUTCDate() + diffToMonday)
+  const end = new Date(start)
+  end.setUTCDate(start.getUTCDate() + 6)
+  end.setUTCHours(23, 59, 59, 999)
+  return { start, end, iso: weekIso(start) }
+}
+
+/** Semana ISO 8601 (YYYY-Www) para segunda de referência. */
+export function weekIso(monday: Date): string {
+  // Usa algoritmo ISO: quinta da mesma semana determina o ano
+  const thursday = new Date(monday)
+  thursday.setUTCDate(monday.getUTCDate() + 3)
+  const year = thursday.getUTCFullYear()
+  const jan1 = new Date(Date.UTC(year, 0, 1))
+  const week = Math.floor(
+    ((thursday.getTime() - jan1.getTime()) / 86400000 + (jan1.getUTCDay() === 0 ? 6 : jan1.getUTCDay() - 1)) / 7
+  ) + 1
+  return `${year}-W${String(week).padStart(2, '0')}`
+}
+
+/** Helper: todos os session_ids no intervalo. */
+function baseRows(ctx: DetectCtx) {
+  return ctx.db.prepare(`
+    SELECT session_id, project_slug, started_at, event_count, tool_calls, tools_used, skills_invoked, outcome, duration_sec
+    FROM sessions
+    WHERE started_at >= ? AND started_at <= ?
+  `).all(ctx.weekStartIso, ctx.weekEndIso) as Array<{
+    session_id: string
+    project_slug: string
+    started_at: string
+    event_count: number
+    tool_calls: number
+    tools_used: string
+    skills_invoked: string
+    outcome: string
+    duration_sec: number | null
+  }>
+}
+
+/** 1. Skills com taxa elevada de erro/interrupção. */
+export function detectSkillsHighErrorRate(ctx: DetectCtx): Pattern[] {
+  const rows = baseRows(ctx)
+  // Agregar por skill
+  const bySkill = new Map<string, { total: number; fail: number; ids: string[] }>()
+  for (const r of rows) {
+    let skills: string[] = []
+    try { skills = JSON.parse(r.skills_invoked) } catch {}
+    for (const sk of skills) {
+      const entry = bySkill.get(sk) ?? { total: 0, fail: 0, ids: [] }
+      entry.total++
+      // Interrupções em sessões longas (≥10 eventos) são redirects naturais do utilizador,
+      // não falhas da skill. Só contar erros reais ou interrupções muito precoces.
+      const isRealFailure = r.outcome === 'error' ||
+        (r.outcome === 'interrupted' && (r.event_count ?? 0) < 10)
+      if (isRealFailure) {
+        entry.fail++
+        if (entry.ids.length < 5) entry.ids.push(r.session_id)
+      }
+      bySkill.set(sk, entry)
+    }
+  }
+  const out: Pattern[] = []
+  for (const [skill, v] of bySkill) {
+    if (v.total < 3) continue
+    const ratio = v.fail / v.total
+    if (ratio <= 0.2) continue
+    const severity: Severity = ratio > 0.4 ? 'action' : 'warning'
+    out.push({
+      pattern_key: `skill_error_rate:${skill}`,
+      title: `Skill ${skill}: ${(ratio * 100).toFixed(0)}% das sessões falham`,
+      description: `De ${v.total} sessões que invocaram ${skill}, ${v.fail} terminaram em erro/interrupção.`,
+      severity,
+      metric_value: Math.round(ratio * 1000) / 1000,
+      sample_session_ids: v.ids,
+      affected_count: v.fail,
+    })
+  }
+  return out
+}
+
+/** 2. Tools com baixa eficiência (tool_calls/event_count elevado). */
+export function detectToolsLowEfficiency(ctx: DetectCtx): Pattern[] {
+  const rows = baseRows(ctx)
+  const byTool = new Map<string, { sum: number; count: number; ids: string[] }>()
+  for (const r of rows) {
+    if (!r.event_count || r.event_count === 0) continue
+    const ratio = r.tool_calls / r.event_count
+    let tools: string[] = []
+    try { tools = JSON.parse(r.tools_used) } catch {}
+    for (const t of tools) {
+      const e = byTool.get(t) ?? { sum: 0, count: 0, ids: [] }
+      e.sum += ratio
+      e.count++
+      if (e.ids.length < 5) e.ids.push(r.session_id)
+      byTool.set(t, e)
+    }
+  }
+  const out: Pattern[] = []
+  for (const [tool, v] of byTool) {
+    if (v.count < 5) continue
+    const avg = v.sum / v.count
+    if (avg <= 0.5) continue
+    out.push({
+      pattern_key: `tool_low_efficiency:${tool}`,
+      title: `Tool ${tool}: rácio tool_calls/event_count médio ${avg.toFixed(2)}`,
+      description: `Em ${v.count} sessões, ${tool} domina o event_count. Indício de uso ineficiente ou looping.`,
+      severity: 'info',
+      metric_value: Math.round(avg * 1000) / 1000,
+      sample_session_ids: v.ids,
+      affected_count: v.count,
+    })
+  }
+  return out
+}
+
+/** 3. Pares (skill, tool) mais frequentes. */
+export function detectSkillToolPairs(ctx: DetectCtx): Pattern[] {
+  const rows = baseRows(ctx)
+  const byPair = new Map<string, { count: number; ids: string[] }>()
+  for (const r of rows) {
+    let skills: string[] = []
+    let tools: string[] = []
+    try { skills = JSON.parse(r.skills_invoked) } catch {}
+    try { tools = JSON.parse(r.tools_used) } catch {}
+    for (const s of skills) {
+      for (const t of tools) {
+        const key = `${s}::${t}`
+        const e = byPair.get(key) ?? { count: 0, ids: [] }
+        e.count++
+        if (e.ids.length < 5) e.ids.push(r.session_id)
+        byPair.set(key, e)
+      }
+    }
+  }
+  const sorted = [...byPair.entries()].filter(([, v]) => v.count >= 5).sort((a, b) => b[1].count - a[1].count).slice(0, 5)
+  return sorted.map(([key, v]) => ({
+    pattern_key: `skill_tool_pair:${key}`,
+    title: `Par frequente: ${key.replace('::', ' + ')}`,
+    description: `Skill e tool co-ocorreram em ${v.count} sessões esta semana.`,
+    severity: 'info' as Severity,
+    metric_value: v.count,
+    sample_session_ids: v.ids,
+    affected_count: v.count,
+  }))
+}
+
+/** 4. Duration outliers: sessões > p95 por projecto com outcome != completed. */
+export function detectDurationOutliers(ctx: DetectCtx): Pattern[] {
+  const rows = baseRows(ctx).filter((r) => r.duration_sec != null && r.duration_sec > 0)
+  const byProject = new Map<string, Array<typeof rows[number]>>()
+  for (const r of rows) {
+    const arr = byProject.get(r.project_slug) ?? []
+    arr.push(r)
+    byProject.set(r.project_slug, arr)
+  }
+  const out: Pattern[] = []
+  for (const [proj, arr] of byProject) {
+    if (arr.length < 4) continue
+    const durations = arr.map((r) => r.duration_sec as number).sort((a, b) => a - b)
+    const p95Idx = Math.max(0, Math.floor(durations.length * 0.95) - 1)
+    const p95 = durations[p95Idx]
+    const outliers = arr.filter((r) => (r.duration_sec as number) > p95 && r.outcome !== 'completed')
+    if (outliers.length < 3) continue
+    out.push({
+      pattern_key: `duration_outliers:${proj}`,
+      title: `Projecto ${proj}: ${outliers.length} sessões longas não concluídas`,
+      description: `Sessões com duração acima do p95 (${p95}s) e outcome != completed. Sinal de sessões penduradas.`,
+      severity: 'warning',
+      metric_value: p95,
+      sample_session_ids: outliers.slice(0, 5).map((r) => r.session_id),
+      affected_count: outliers.length,
+    })
+  }
+  return out
+}
+
+/** 5. Sessões abandonadas (event_count < 3 AND outcome=unknown). */
+export function detectAbandonedSessions(ctx: DetectCtx): Pattern[] {
+  const rows = ctx.db.prepare(`
+    SELECT session_id FROM sessions
+    WHERE started_at >= ? AND started_at <= ?
+      AND event_count < 3 AND outcome = 'unknown'
+  `).all(ctx.weekStartIso, ctx.weekEndIso) as Array<{ session_id: string }>
+  if (rows.length < 5) return []
+  return [{
+    pattern_key: 'abandoned_sessions',
+    title: `${rows.length} sessões abandonadas esta semana`,
+    description: `Sessões com menos de 3 eventos e outcome=unknown — tipicamente abertas e descartadas.`,
+    severity: 'info',
+    metric_value: rows.length,
+    sample_session_ids: rows.slice(0, 5).map((r) => r.session_id),
+    affected_count: rows.length,
+  }]
+}
+
+/** 6. Crescimento de complexidade: avg(tool_calls) actual vs semana anterior. */
+export function detectGrowingComplexity(ctx: DetectCtx, prevWeekStartIso: string, prevWeekEndIso: string): Pattern[] {
+  const curRows = baseRows(ctx)
+  const prevRows = ctx.db.prepare(`
+    SELECT skills_invoked, tool_calls FROM sessions
+    WHERE started_at >= ? AND started_at <= ?
+  `).all(prevWeekStartIso, prevWeekEndIso) as Array<{ skills_invoked: string; tool_calls: number }>
+
+  const curBySkill = new Map<string, { sum: number; count: number; ids: string[] }>()
+  for (const r of curRows) {
+    let sk: string[] = []
+    try { sk = JSON.parse(r.skills_invoked) } catch {}
+    for (const s of sk) {
+      const e = curBySkill.get(s) ?? { sum: 0, count: 0, ids: [] }
+      e.sum += r.tool_calls
+      e.count++
+      if (e.ids.length < 5) e.ids.push(r.session_id)
+      curBySkill.set(s, e)
+    }
+  }
+  const prevBySkill = new Map<string, { sum: number; count: number }>()
+  for (const r of prevRows) {
+    let sk: string[] = []
+    try { sk = JSON.parse(r.skills_invoked) } catch {}
+    for (const s of sk) {
+      const e = prevBySkill.get(s) ?? { sum: 0, count: 0 }
+      e.sum += r.tool_calls
+      e.count++
+      prevBySkill.set(s, e)
+    }
+  }
+  const out: Pattern[] = []
+  for (const [skill, cur] of curBySkill) {
+    if (cur.count < 5) continue
+    const curAvg = cur.sum / cur.count
+    const prev = prevBySkill.get(skill)
+    if (!prev || prev.count < 3) continue
+    const prevAvg = prev.sum / prev.count
+    if (prevAvg === 0 || curAvg <= prevAvg * 1.3) continue
+    out.push({
+      pattern_key: `growing_complexity:${skill}`,
+      title: `Skill ${skill}: tool_calls médio +${Math.round((curAvg / prevAvg - 1) * 100)}% vs semana anterior`,
+      description: `Média de tool_calls/sessão subiu de ${prevAvg.toFixed(1)} para ${curAvg.toFixed(1)}.`,
+      severity: 'warning',
+      metric_value: Math.round(curAvg * 10) / 10,
+      sample_session_ids: cur.ids,
+      affected_count: cur.count,
+    })
+  }
+  return out
+}
+
+/**
+ * 7. Acções nunca executadas — entradas em worklog_comments de discussão 33
+ * (Acções de Melhoria) com prioridade P1/P2 criadas há ≥14 dias e sem
+ * commit em git history que referencie a mesma `task_ref` (heurística).
+ */
+export function detectActionsNeverExecuted(ctx: DetectCtx): Pattern[] {
+  // Entradas criadas até 14 dias antes do fim da semana (ou antes)
+  const cutoff = new Date(ctx.weekEndIso)
+  cutoff.setUTCDate(cutoff.getUTCDate() - 14)
+  const cutoffIso = cutoff.toISOString()
+
+  const rows = ctx.db.prepare(`
+    SELECT id, discussion_id, created_at, task_ref, actions_json, title
+    FROM worklog_comments
+    WHERE discussion_id = 33 AND created_at <= ?
+    ORDER BY created_at DESC
+    LIMIT 500
+  `).all(cutoffIso) as Array<{
+    id: number
+    discussion_id: number
+    created_at: string
+    task_ref: string | null
+    actions_json: string
+    title: string | null
+  }>
+
+  if (rows.length === 0) return []
+
+  const pendentes: Array<{ id: number; descricao: string; prioridade: string }> = []
+  for (const r of rows) {
+    let actions: Array<{ tipo: string; descricao: string; prioridade: string | null }> = []
+    try { actions = JSON.parse(r.actions_json) } catch {}
+    for (const a of actions) {
+      const prio = (a.prioridade ?? '').toUpperCase()
+      if (prio === 'P1' || prio === 'P2') {
+        pendentes.push({ id: r.id, descricao: a.descricao.slice(0, 120), prioridade: prio })
+        if (pendentes.length >= 10) break
+      }
+    }
+    if (pendentes.length >= 10) break
+  }
+
+  if (pendentes.length < 3) return []
+  return [{
+    pattern_key: 'actions_never_executed',
+    title: `${pendentes.length}+ acções P1/P2 pendentes há ≥14 dias`,
+    description: `Acções de melhoria (disc #33) sem execução visível. Amostra: ${pendentes.slice(0, 3).map((p) => `[${p.prioridade}] ${p.descricao}`).join(' | ')}`,
+    severity: 'warning',
+    metric_value: pendentes.length,
+    sample_session_ids: pendentes.slice(0, 5).map((p) => `worklog:${p.id}`),
+    affected_count: pendentes.length,
+  }]
+}
+
+/**
+ * 8. Skill reportada como problemática em worklogs mas que aparece com
+ * outcome=completed nas sessões reais — discrepância entre narrativa e dados.
+ */
+export function detectSkillReportedBrokenButCompleted(ctx: DetectCtx): Pattern[] {
+  // Recolhe skills mencionadas em problems_json e patterns_text de worklogs
+  // criados nas últimas 4 semanas antes do fim da janela
+  const windowStart = new Date(ctx.weekEndIso)
+  windowStart.setUTCDate(windowStart.getUTCDate() - 28)
+  const windowIso = windowStart.toISOString()
+
+  const worklogs = ctx.db.prepare(`
+    SELECT patterns_text, problems_json
+    FROM worklog_comments
+    WHERE discussion_id IN (31, 32) AND created_at >= ?
+    LIMIT 500
+  `).all(windowIso) as Array<{ patterns_text: string; problems_json: string }>
+
+  if (worklogs.length === 0) return []
+
+  // Extrai tokens parecidos com skill name (slash-prefixed ou nome conhecido)
+  const skillMentions = new Map<string, number>()
+  const skillRegex = /\/([a-z][a-z0-9_-]{2,40})\b/gi
+  for (const w of worklogs) {
+    const blob = `${w.patterns_text} ${w.problems_json}`.toLowerCase()
+    for (const m of blob.matchAll(skillRegex)) {
+      skillMentions.set(m[1], (skillMentions.get(m[1]) ?? 0) + 1)
+    }
+  }
+
+  if (skillMentions.size === 0) return []
+
+  // Para cada skill mencionada ≥2 vezes, ver sessões com skill invocada e outcome=completed
+  const out: Pattern[] = []
+  const skillsRelevantes = [...skillMentions.entries()].filter(([, c]) => c >= 2)
+  for (const [skill, mentions] of skillsRelevantes) {
+    const rows = ctx.db.prepare(`
+      SELECT session_id, skills_invoked, outcome
+      FROM sessions
+      WHERE started_at >= ? AND started_at <= ?
+        AND skills_invoked LIKE ? AND outcome = 'completed'
+    `).all(ctx.weekStartIso, ctx.weekEndIso, `%"${skill}"%`) as Array<{
+      session_id: string
+      skills_invoked: string
+      outcome: string
+    }>
+    // Confirmar via parse (skills_invoked é JSON array)
+    const matches = rows.filter((r) => {
+      try { return (JSON.parse(r.skills_invoked) as string[]).includes(skill) } catch { return false }
+    })
+    if (matches.length >= 3) {
+      out.push({
+        pattern_key: `skill_narrative_vs_data:${skill}`,
+        title: `Skill ${skill}: reportada problemática em ${mentions} worklogs mas ${matches.length} sessões completed`,
+        description: `Discrepância entre narrativa (worklogs #31/#32) e dados (sessions.outcome). Investigar se o problema é silencioso.`,
+        severity: 'info',
+        metric_value: matches.length,
+        sample_session_ids: matches.slice(0, 5).map((r) => r.session_id),
+        affected_count: matches.length,
+      })
+    }
+  }
+  return out
+}
+
+/**
+ * 9. Palavras/frases em patterns_text de worklogs recorrentes na semana
+ * (3+ worklogs com token comum ≥4 chars).
+ */
+export function detectWorklogPatternFrequency(ctx: DetectCtx): Pattern[] {
+  const rows = ctx.db.prepare(`
+    SELECT id, patterns_text FROM worklog_comments
+    WHERE created_at >= ? AND created_at <= ?
+  `).all(ctx.weekStartIso, ctx.weekEndIso) as Array<{ id: number; patterns_text: string }>
+  if (rows.length === 0) return []
+
+  const tokenCount = new Map<string, { count: number; ids: number[] }>()
+  const stop = new Set(['para', 'como', 'mais', 'sobre', 'quando', 'apenas', 'entre', 'depois', 'antes', 'pelo', 'pela', 'pelos', 'pelas', 'esta', 'este', 'este', 'isso', 'isto', 'cada', 'muito', 'muita', 'outro', 'outra', 'nosso', 'nossa', 'todas', 'todos', 'seja', 'ser', 'ter', 'com', 'sem', 'dos', 'das', 'que', 'nao', 'sim'])
+
+  for (const r of rows) {
+    let items: string[] = []
+    try { items = JSON.parse(r.patterns_text) } catch {}
+    const seen = new Set<string>()
+    for (const t of items) {
+      const words = t
+        .toLowerCase()
+        .normalize('NFD')
+        .replace(/[̀-ͯ]/g, '')
+        .split(/[^a-z0-9]+/)
+        .filter((w) => w.length >= 5 && !stop.has(w))
+      for (const w of words) {
+        if (seen.has(w)) continue
+        seen.add(w)
+        const e = tokenCount.get(w) ?? { count: 0, ids: [] }
+        e.count++
+        e.ids.push(r.id)
+        tokenCount.set(w, e)
+      }
+    }
+  }
+
+  const frequent = [...tokenCount.entries()]
+    .filter(([, v]) => v.count >= 3)
+    .sort((a, b) => b[1].count - a[1].count)
+    .slice(0, 5)
+
+  if (frequent.length === 0) return []
+
+  return [{
+    pattern_key: 'worklog_pattern_frequency',
+    title: `Termos recorrentes em ${rows.length} worklogs desta semana`,
+    description: `Top tokens em patterns_text: ${frequent.map(([w, v]) => `${w}(${v.count})`).join(', ')}`,
+    severity: 'info',
+    metric_value: frequent[0][1].count,
+    sample_session_ids: frequent.flatMap(([, v]) => v.ids.slice(0, 2)).slice(0, 5).map((id) => `worklog:${id}`),
+    affected_count: rows.length,
+  }]
+}
+
+/** Orquestra todos os detectores para a semana indicada. */
+export function detectPatterns(
+  dbWrapper: SessionsDb,
+  weekStart: Date,
+  weekEnd: Date,
+): Pattern[] {
+  const db = dbWrapper.rawDb()
+  const ctx: DetectCtx = {
+    db,
+    weekStartIso: iso(weekStart),
+    weekEndIso: iso(weekEnd),
+  }
+  const prevStart = new Date(weekStart); prevStart.setUTCDate(prevStart.getUTCDate() - 7)
+  const prevEnd = new Date(weekEnd); prevEnd.setUTCDate(prevEnd.getUTCDate() - 7)
+
+  const base: Pattern[] = [
+    ...detectSkillsHighErrorRate(ctx),
+    ...detectToolsLowEfficiency(ctx),
+    ...detectSkillToolPairs(ctx),
+    ...detectDurationOutliers(ctx),
+    ...detectAbandonedSessions(ctx),
+    ...detectGrowingComplexity(ctx, iso(prevStart), iso(prevEnd)),
+  ]
+
+  // Cross-detectors: só correm se houver worklogs na janela
+  const worklogCount = (db.prepare(`SELECT COUNT(*) as c FROM worklog_comments`).get() as { c: number }).c
+  if (worklogCount > 0) {
+    base.push(
+      ...detectActionsNeverExecuted(ctx),
+      ...detectSkillReportedBrokenButCompleted(ctx),
+      ...detectWorklogPatternFrequency(ctx),
+    )
+  }
+  return base
+}
+
+/** Converte Pattern + contexto em PatternRecord pronto a persistir. */
+export function toPatternRecord(p: Pattern, weekIso: string, consecutiveWeeks: number): PatternRecord {
+  return {
+    detected_at: new Date().toISOString(),
+    week_iso: weekIso,
+    pattern_key: p.pattern_key,
+    title: p.title,
+    description: p.description,
+    severity: p.severity,
+    metric_value: p.metric_value,
+    sample_session_ids: p.sample_session_ids,
+    affected_count: p.affected_count,
+    consecutive_weeks: consecutiveWeeks,
+  }
+}

api/services/sessions/watcher.ts

@@ -0,0 +1,44 @@
+import chokidar from 'chokidar'
+import { openSessionsDb } from './db.js'
+import { indexFile, PROJECTS_ROOT } from './indexer.js'
+
+export async function startWatcher(dbPath: string): Promise<void> {
+  const db = openSessionsDb(dbPath)
+  const watcher = chokidar.watch(`${PROJECTS_ROOT}/**/*.jsonl`, {
+    persistent: true,
+    ignoreInitial: true,
+    awaitWriteFinish: { stabilityThreshold: 2000, pollInterval: 500 },
+  })
+
+  async function reindex(path: string): Promise<void> {
+    try {
+      await indexFile(db, path)
+      console.log(`[watcher] indexed ${path}`)
+    } catch (err) {
+      console.error(`[watcher] erro ${path}:`, err)
+    }
+  }
+
+  watcher
+    .on('add', reindex)
+    .on('change', reindex)
+    .on('unlink', (path) => {
+      db.deleteByJsonlPath(path)
+      console.log(`[watcher] removed ${path}`)
+    })
+    .on('error', (err) => console.error('[watcher] error:', err))
+
+  console.log('[watcher] pronto')
+
+  // Registar handler SIGTERM/SIGINT para fechar DB limpa (evita WAL corruption em Task 9 systemd restart)
+  const cleanup = async (): Promise<void> => {
+    console.log('[watcher] SIGTERM/SIGINT — a fechar watcher e DB')
+    await watcher.close()
+    db.close()
+    process.exit(0)
+  }
+  process.on('SIGTERM', () => { void cleanup() })
+  process.on('SIGINT', () => { void cleanup() })
+
+  return new Promise(() => {}) // nunca resolve — processo mantém-se vivo
+}

api/services/sessions/worklog-import.ts

@@ -0,0 +1,351 @@
+/**
+ * Importer dos comentários das discussões Desk #31 (Logs), #32 (Reflexões)
+ * e #33 (Acções de Melhoria) para a tabela `worklog_comments`.
+ *
+ * Parser HTML tolerante — aceita ambos formatos produzidos pelo skill
+ * `gestao:worklog` (versão antiga usava `<h2>/<h3>` inline-styled, versão
+ * nova usa `<h4>` limpos). Secções identificadas por título normalizado
+ * (ex.: "trabalho realizado", "ficheiros modificados", "problemas",
+ * "padrões detectados", "acções sugeridas").
+ */
+import { parse, type HTMLElement } from 'node-html-parser'
+import type { SessionsDb, WorklogCommentRecord } from './db.js'
+import { callMcpTool, extractMcpJsonPayload } from './mcp-client.js'
+
+export interface ParsedWorklogComment {
+  id: number
+  discussion_id: number
+  created_at: string
+  staff_id: number | null
+  title: string | null
+  task_ref: string | null
+  duration_sec: number | null
+  work_items: string[]
+  files_modified: string[]
+  problems: { problema: string; solucao: string }[]
+  patterns_text: string[]
+  actions: { tipo: string; descricao: string; prioridade: string | null }[]
+  raw_html: string
+}
+
+interface RawComment {
+  id: number
+  discussion_id: number
+  content: string
+  created: unknown
+  staff_id: number | null
+  children?: RawComment[]
+}
+
+/** Remove whitespace redundante. */
+function norm(s: string): string {
+  return s.replace(/\s+/g, ' ').trim()
+}
+
+/** Converte string livre para chave de secção (lowercase, sem acentos, sem pontuação). */
+function sectionKey(s: string): string {
+  return s
+    .toLowerCase()
+    .normalize('NFD')
+    .replace(/[̀-ͯ]/g, '')
+    .replace(/[^a-z0-9 ]/g, ' ')
+    .replace(/\s+/g, ' ')
+    .trim()
+}
+
+const SECTION_WORK = new Set(['trabalho realizado', 'o que foi feito', 'feito', 'realizado', 'trabalho'])
+const SECTION_FILES = new Set(['ficheiros modificados', 'ficheiros alterados', 'files modified', 'ficheiros'])
+const SECTION_PROBLEMS = new Set(['problemas solucoes', 'problemas', 'solucoes', 'problemas e solucoes', 'problemas solucao'])
+const SECTION_PATTERNS = new Set(['padroes detectados', 'padroes', 'patterns', 'insights'])
+const SECTION_ACTIONS = new Set(['accoes sugeridas', 'accoes', 'acoes sugeridas', 'acoes', 'actions', 'accoes de melhoria'])
+
+/** Extrai data ISO do título (YYYY-MM-DD [HH:MM]) ou devolve null. */
+function parseDateFromTitle(title: string): string | null {
+  const m = title.match(/(\d{4})-(\d{2})-(\d{2})(?:[ T](\d{2}):(\d{2}))?/)
+  if (!m) return null
+  const [, y, mo, d, hh, mm] = m
+  if (hh && mm) return `${y}-${mo}-${d}T${hh}:${mm}:00Z`
+  return `${y}-${mo}-${d}T00:00:00Z`
+}
+
+/** Tenta extrair "Tarefa: #ID" ou similar. */
+function parseTaskRef(text: string): string | null {
+  const m = text.match(/(?:Tarefa|Task|Ticket)[:\s]*(#?\d+)/i)
+  if (m) return m[1].startsWith('#') ? m[1] : `#${m[1]}`
+  const bare = text.match(/#(\d{3,6})/)
+  return bare ? `#${bare[1]}` : null
+}
+
+/** "~2h 30m" / "~45 min" / "5 minutos" → segundos. */
+function parseDuration(text: string): number | null {
+  const m = text.match(/~?\s*(\d+)\s*h\s*(\d+)?\s*m?/i)
+  if (m) {
+    const h = parseInt(m[1], 10)
+    const mm = m[2] ? parseInt(m[2], 10) : 0
+    return h * 3600 + mm * 60
+  }
+  const mm = text.match(/~?\s*(\d+)\s*(?:min|minutos|m)/i)
+  if (mm) return parseInt(mm[1], 10) * 60
+  return null
+}
+
+/** Extrai texto de um elemento, incluindo inner HTML como plain text. */
+function textOf(el: HTMLElement): string {
+  return norm(el.text ?? '')
+}
+
+/** Colecta items de uma UL ou lista no mesmo nível que vem depois de um cabeçalho. */
+function collectFollowingListItems(heading: HTMLElement): string[] {
+  const items: string[] = []
+  let cur: HTMLElement | null = heading.nextElementSibling
+  while (cur) {
+    const tag = cur.rawTagName?.toLowerCase()
+    if (tag && /^h[1-6]$/.test(tag)) break
+    if (tag === 'ul' || tag === 'ol') {
+      for (const li of cur.querySelectorAll('li')) {
+        const t = textOf(li)
+        if (t) items.push(t)
+      }
+    } else if (tag === 'p') {
+      // Alguns comentários partem o UL em múltiplos <p>; vasculha <li> dentro
+      for (const li of cur.querySelectorAll('li')) {
+        const t = textOf(li)
+        if (t) items.push(t)
+      }
+    }
+    cur = cur.nextElementSibling
+  }
+  return items
+}
+
+/** Parse item "[Tipo] descrição" ou "Tipo: descrição (Px)". */
+function parseActionItem(raw: string): { tipo: string; descricao: string; prioridade: string | null } {
+  // Remove checkbox inicial "[ ]" ou "[x]" se existir
+  let s = raw.trim().replace(/^\[[\s xX✓]\]\s*/, '')
+  const bracket = s.match(/^\[([^\]]+)\]\s*(.+)$/)
+  let tipo = 'Geral'
+  let rest = s
+  if (bracket) {
+    tipo = bracket[1].trim()
+    rest = bracket[2].trim()
+  }
+  const prio = rest.match(/\b(P[0-4])\b/i)
+  return {
+    tipo,
+    descricao: rest,
+    prioridade: prio ? prio[1].toUpperCase() : null,
+  }
+}
+
+/** Parse problema/solução. Heurística: "Problema: X | Solução: Y" ou pares de <li>. */
+function parseProblemItem(raw: string): { problema: string; solucao: string } {
+  const s = raw.trim()
+  const split = s.split(/\s*(?:->|→|\|\s*Solu[çc][ãa]o:|\s*Solu[çc][ãa]o:)\s*/i)
+  if (split.length >= 2) {
+    return {
+      problema: split[0].replace(/^Problema:\s*/i, '').trim(),
+      solucao: split.slice(1).join(' ').trim(),
+    }
+  }
+  return { problema: s, solucao: '' }
+}
+
+/** Extrai lista "bruta" de todas as <li> dentro do HTML (fallback). */
+function extractAllLiItems(root: HTMLElement): string[] {
+  return root
+    .querySelectorAll('li')
+    .map((li) => textOf(li))
+    .filter(Boolean)
+}
+
+export function parseWorklogHtml(
+  html: string,
+  meta: { id: number; discussion_id: number; created_at: string; staff_id?: number | null },
+): ParsedWorklogComment {
+  const root = parse(html || '')
+  const headings = root.querySelectorAll('h1, h2, h3, h4, h5, h6')
+
+  // Título: primeiro heading não vazio
+  let title: string | null = null
+  for (const h of headings) {
+    const t = textOf(h)
+    if (t) { title = t; break }
+  }
+
+  // Data: preferir `meta.created_at` se válido; senão extrair do título ou do texto
+  let createdAt = meta.created_at
+  if (!createdAt || createdAt === '1970-01-01T00:00:00.000Z' || createdAt.startsWith('1970')) {
+    const fromTitle = title ? parseDateFromTitle(title) : null
+    if (fromTitle) createdAt = fromTitle
+    else {
+      const fromText = parseDateFromTitle(textOf(root).slice(0, 500))
+      createdAt = fromText ?? new Date().toISOString()
+    }
+  }
+
+  const fullText = textOf(root)
+  const taskRef = parseTaskRef(fullText)
+  const durationSec = parseDuration(fullText)
+
+  // Indexa secções por chave normalizada
+  const sections = new Map<string, HTMLElement>()
+  for (const h of headings) {
+    const key = sectionKey(textOf(h))
+    if (!sections.has(key)) sections.set(key, h)
+  }
+
+  function findSection(target: Set<string>): HTMLElement | null {
+    for (const [k, el] of sections) {
+      if (target.has(k)) return el
+    }
+    // match parcial (ex.: "trabalho realizado manutenção" — começa com)
+    for (const [k, el] of sections) {
+      for (const t of target) {
+        if (k.startsWith(t) || t.startsWith(k)) return el
+      }
+    }
+    return null
+  }
+
+  const workHeading = findSection(SECTION_WORK)
+  const filesHeading = findSection(SECTION_FILES)
+  const problemsHeading = findSection(SECTION_PROBLEMS)
+  const patternsHeading = findSection(SECTION_PATTERNS)
+  const actionsHeading = findSection(SECTION_ACTIONS)
+
+  const workItems = workHeading ? collectFollowingListItems(workHeading) : []
+  const filesModified = filesHeading ? collectFollowingListItems(filesHeading) : []
+  const problemsRaw = problemsHeading ? collectFollowingListItems(problemsHeading) : []
+  const patternsText = patternsHeading ? collectFollowingListItems(patternsHeading) : []
+  const actionsRaw = actionsHeading ? collectFollowingListItems(actionsHeading) : []
+
+  // Fallback: se nenhuma secção encontrada mas existem <li>, e a discussão é #33,
+  // tratar tudo como acções (formato diferente das outras discussões)
+  let actions = actionsRaw.map(parseActionItem)
+  if (meta.discussion_id === 33 && actions.length === 0) {
+    actions = extractAllLiItems(root).map(parseActionItem)
+  }
+
+  const problems = problemsRaw.map(parseProblemItem)
+
+  return {
+    id: meta.id,
+    discussion_id: meta.discussion_id,
+    created_at: createdAt,
+    staff_id: meta.staff_id ?? null,
+    title,
+    task_ref: taskRef,
+    duration_sec: durationSec,
+    work_items: workItems,
+    files_modified: filesModified,
+    problems,
+    patterns_text: patternsText,
+    actions,
+    raw_html: html,
+  }
+}
+
+/** Converte o campo `created` devolvido pelo Desk MCP (pode ser objecto vazio). */
+function normalizeMcpDate(v: unknown): string {
+  if (!v) return ''
+  if (typeof v === 'string') return v
+  if (typeof v === 'object') {
+    const obj = v as Record<string, unknown>
+    if (typeof obj.date === 'string') return obj.date
+    if (typeof obj.datetime === 'string') return obj.datetime
+  }
+  return ''
+}
+
+/** Achata a árvore de comentários (comentários com children recursivos). */
+function flattenComments(comments: RawComment[]): RawComment[] {
+  const out: RawComment[] = []
+  for (const c of comments) {
+    out.push(c)
+    if (c.children && c.children.length) {
+      out.push(...flattenComments(c.children))
+    }
+  }
+  return out
+}
+
+export interface ImportResult {
+  discussion_id: number
+  fetched: number
+  imported: number
+  updated: number
+  skipped: number
+  errors: number
+}
+
+/**
+ * Importa todos os comentários de uma discussão Desk. Paginação por `limit`/`offset`.
+ * Idempotente por `id` — comentários já existentes sofrem update (raw_html pode mudar).
+ */
+export async function importWorklogDiscussion(
+  db: SessionsDb,
+  discussionId: number,
+  opts: { sinceIso?: string; pageSize?: number; maxPages?: number } = {},
+): Promise<ImportResult> {
+  // O MCP desk-crm parece clampar resultados em 200/página independentemente do limit.
+  // Pedimos 200 e iteramos offset até a resposta vir vazia.
+  const pageSize = opts.pageSize ?? 200
+  const maxPages = opts.maxPages ?? 20
+  const result: ImportResult = {
+    discussion_id: discussionId,
+    fetched: 0,
+    imported: 0,
+    updated: 0,
+    skipped: 0,
+    errors: 0,
+  }
+
+  let offset = 0
+  for (let page = 0; page < maxPages; page++) {
+    const raw = await callMcpTool('get_discussion_comments', {
+      discussion_id: discussionId,
+      limit: pageSize,
+      offset,
+    })
+    const payload = extractMcpJsonPayload<{
+      success?: boolean
+      comments?: RawComment[]
+    }>(raw)
+    const pageComments = flattenComments(payload.comments ?? [])
+    if (pageComments.length === 0) break
+    result.fetched += pageComments.length
+
+    const importedAt = new Date().toISOString()
+    for (const c of pageComments) {
+      try {
+        const createdStr = normalizeMcpDate(c.created)
+        const parsed = parseWorklogHtml(c.content ?? '', {
+          id: c.id,
+          discussion_id: c.discussion_id ?? discussionId,
+          created_at: createdStr || '',
+          staff_id: c.staff_id,
+        })
+        if (opts.sinceIso && parsed.created_at < opts.sinceIso) {
+          result.skipped++
+          continue
+        }
+        const record: WorklogCommentRecord = {
+          ...parsed,
+          imported_at: importedAt,
+        }
+        const { inserted } = db.upsertWorklogComment(record)
+        if (inserted) result.imported++
+        else result.updated++
+      } catch (e) {
+        console.error(`[worklog-import] erro a parsear comentário #${c.id}:`, (e as Error).message)
+        result.errors++
+      }
+    }
+
+    // Avança offset; quando próxima página vier vazia, o while quebra na próxima iter.
+    offset += pageComments.length
+    // Safety: se MCP devolveu 0, para
+    if (pageComments.length === 0) break
+  }
+  return result
+}

api/tests/sessions-db.test.ts

@@ -0,0 +1,81 @@
+import { describe, it, expect, beforeEach } from 'vitest'
+import { mkdtempSync } from 'fs'
+import { tmpdir } from 'os'
+import { join } from 'path'
+import { openSessionsDb } from '../services/sessions/db.js'
+import type { SessionMeta } from '../types/session.js'
+
+function sampleMeta(overrides: Partial<SessionMeta> = {}): SessionMeta {
+  return {
+    session_id: 's1',
+    project_path: '/tmp/project',
+    project_slug: 'project',
+    jsonl_path: '/tmp/project/s1.jsonl',
+    started_at: '2026-04-23T10:00:00Z',
+    ended_at: '2026-04-23T10:30:00Z',
+    duration_sec: 1800,
+    event_count: 50,
+    user_messages: 5,
+    assistant_msgs: 10,
+    tool_calls: 20,
+    first_prompt: 'olá',
+    tools_used: ['Bash', 'Read'],
+    skills_invoked: ['brainstorming'],
+    outcome: 'completed',
+    permission_mode: 'default',
+    file_size: 10000,
+    indexed_at: '2026-04-23T10:31:00Z',
+    ...overrides,
+  }
+}
+
+describe('sessions db', () => {
+  let dbPath: string
+  beforeEach(() => {
+    const dir = mkdtempSync(join(tmpdir(), 'obs-db-'))
+    dbPath = join(dir, 'sessions.db')
+  })
+
+  it('cria schema, faz upsert e query', () => {
+    const db = openSessionsDb(dbPath)
+    db.upsertSession(sampleMeta())
+    const rows = db.listSessions({ days: 30 })
+    expect(rows).toHaveLength(1)
+    expect(rows[0].session_id).toBe('s1')
+    expect(rows[0].tools_used).toEqual(['Bash', 'Read'])
+  })
+
+  it('upsert substitui registo existente', () => {
+    const db = openSessionsDb(dbPath)
+    db.upsertSession(sampleMeta({ event_count: 50 }))
+    db.upsertSession(sampleMeta({ event_count: 75 }))
+    const rows = db.listSessions({ days: 30 })
+    expect(rows).toHaveLength(1)
+    expect(rows[0].event_count).toBe(75)
+  })
+
+  it('filtra por projecto e tool', () => {
+    const db = openSessionsDb(dbPath)
+    db.upsertSession(sampleMeta({ session_id: 'a', jsonl_path: '/tmp/a.jsonl', project_slug: 'alpha', tools_used: ['Bash'] }))
+    db.upsertSession(sampleMeta({ session_id: 'b', jsonl_path: '/tmp/b.jsonl', project_slug: 'beta', tools_used: ['Read'] }))
+    expect(db.listSessions({ project: 'alpha' })).toHaveLength(1)
+    expect(db.listSessions({ tool: 'Read' })).toHaveLength(1)
+  })
+
+  it('devolve contagem total', () => {
+    const db = openSessionsDb(dbPath)
+    db.upsertSession(sampleMeta({ session_id: 'a', jsonl_path: '/tmp/a.jsonl' }))
+    db.upsertSession(sampleMeta({ session_id: 'b', jsonl_path: '/tmp/b.jsonl' }))
+    expect(db.countSessions({})).toBe(2)
+  })
+
+  it('upsertMany insere batch em transacção', () => {
+    const db = openSessionsDb(dbPath)
+    db.upsertMany([
+      sampleMeta({ session_id: 'x', jsonl_path: '/tmp/x.jsonl' }),
+      sampleMeta({ session_id: 'y', jsonl_path: '/tmp/y.jsonl' }),
+      sampleMeta({ session_id: 'z', jsonl_path: '/tmp/z.jsonl' }),
+    ])
+    expect(db.countSessions({})).toBe(3)
+  })
+})

api/tests/sessions-parser.test.ts

@@ -0,0 +1,138 @@
+import { describe, it, expect } from 'vitest'
+import { parseSessionFile } from '../services/sessions/parser.js'
+import { mkdtempSync, writeFileSync } from 'fs'
+import { tmpdir } from 'os'
+import { join } from 'path'
+
+function writeJsonl(lines: object[]): string {
+  const dir = mkdtempSync(join(tmpdir(), 'obs-test-'))
+  const path = join(dir, 'session-test.jsonl')
+  writeFileSync(path, lines.map((l) => JSON.stringify(l)).join('\n'))
+  return path
+}
+
+describe('parseSessionFile', () => {
+  it('extrai metadata básica de sessão mínima', async () => {
+    const path = writeJsonl([
+      { type: 'permission-mode', permissionMode: 'default', sessionId: 's1' },
+      {
+        type: 'user',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: { role: 'user', content: [{ type: 'text', text: 'olá mundo' }] },
+      },
+      {
+        type: 'assistant',
+        timestamp: '2026-04-23T10:00:30Z',
+        message: { role: 'assistant', content: [{ type: 'text', text: 'olá' }] },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.session_id).toBe('s1')
+    expect(result.meta.user_messages).toBe(1)
+    expect(result.meta.assistant_msgs).toBe(1)
+    expect(result.meta.tool_calls).toBe(0)
+    expect(result.meta.first_prompt).toBe('olá mundo')
+    expect(result.meta.permission_mode).toBe('default')
+    expect(result.meta.outcome).toBe('completed')
+  })
+
+  it('conta tool_calls e recolhe tools_used', async () => {
+    const path = writeJsonl([
+      {
+        type: 'assistant',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: {
+          role: 'assistant',
+          content: [
+            { type: 'tool_use', name: 'Bash', input: { command: 'ls' } },
+            { type: 'tool_use', name: 'Read', input: { file_path: '/tmp/x' } },
+          ],
+        },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.tool_calls).toBe(2)
+    expect(result.meta.tools_used).toEqual(expect.arrayContaining(['Bash', 'Read']))
+  })
+
+  it('detecta skill invocation em system-reminder', async () => {
+    const path = writeJsonl([
+      {
+        type: 'system',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: { role: 'system', content: [{ type: 'text', text: 'Launching skill: superpowers:brainstorming' }] },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.skills_invoked).toContain('superpowers:brainstorming')
+  })
+
+  it('detecta skill invocation em tool_result.content (string)', async () => {
+    const path = writeJsonl([
+      {
+        type: 'user',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: {
+          role: 'user',
+          content: [
+            { type: 'tool_result', tool_use_id: 'abc', content: 'Launching skill: infraestrutura:easypanel-monitor\nOther log output' },
+          ],
+        },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.skills_invoked).toContain('infraestrutura:easypanel-monitor')
+  })
+
+  it('detecta skill invocation em tool_result.content (array de text blocks)', async () => {
+    const path = writeJsonl([
+      {
+        type: 'user',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: {
+          role: 'user',
+          content: [
+            {
+              type: 'tool_result',
+              tool_use_id: 'abc',
+              content: [{ type: 'text', text: 'Launching skill: superpowers:brainstorming' }],
+            },
+          ],
+        },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.skills_invoked).toContain('superpowers:brainstorming')
+  })
+
+  it('ignora linhas JSON inválidas silenciosamente', async () => {
+    const path = writeJsonl([
+      { type: 'user', message: { role: 'user', content: [{ type: 'text', text: 'válido' }] } },
+    ])
+    const { writeFileSync } = await import('fs')
+    writeFileSync(path, 'linha inválida\n' + JSON.stringify({ type: 'user', message: { role: 'user', content: [{ type: 'text', text: 'válido' }] } }))
+    const result = await parseSessionFile(path)
+    expect(result.meta.user_messages).toBe(1)
+  })
+
+  it('devolve duration_sec null quando timestamps são inválidos', async () => {
+    const path = writeJsonl([
+      { type: 'user', timestamp: 'not-a-date', message: { role: 'user', content: [{ type: 'text', text: 'a' }] } },
+      { type: 'assistant', timestamp: 'also-not-a-date', message: { role: 'assistant', content: [{ type: 'text', text: 'b' }] } },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.duration_sec).toBeNull()
+  })
+
+  it('classifica max_tokens como interrupted', async () => {
+    const path = writeJsonl([
+      {
+        type: 'assistant',
+        timestamp: '2026-04-23T10:00:00Z',
+        message: { role: 'assistant', content: [{ type: 'text', text: 'resposta cortada' }], stop_reason: 'max_tokens' },
+      },
+    ])
+    const result = await parseSessionFile(path)
+    expect(result.meta.outcome).toBe('interrupted')
+  })
+})

api/tests/sessions-patterns.test.ts

@@ -0,0 +1,123 @@
+import { describe, it, expect, beforeEach } from 'vitest'
+import { mkdtempSync } from 'fs'
+import { tmpdir } from 'os'
+import { join } from 'path'
+import { openSessionsDb, type SessionsDb, type PatternRecord } from '../services/sessions/db.js'
+import { detectPatterns, weekRange, toPatternRecord } from '../services/sessions/patterns.js'
+import type { SessionMeta } from '../types/session.js'
+
+function meta(overrides: Partial<SessionMeta>): SessionMeta {
+  return {
+    session_id: 's-' + Math.random().toString(36).slice(2, 10),
+    project_path: '/tmp/project',
+    project_slug: 'project',
+    jsonl_path: '/tmp/' + Math.random().toString(36).slice(2) + '.jsonl',
+    started_at: '2026-04-20T10:00:00Z', // segunda de 2026-W17
+    ended_at: '2026-04-20T10:30:00Z',
+    duration_sec: 1800,
+    event_count: 50,
+    user_messages: 5,
+    assistant_msgs: 10,
+    tool_calls: 20,
+    first_prompt: 'olá',
+    tools_used: ['Bash'],
+    skills_invoked: [],
+    outcome: 'completed',
+    permission_mode: 'default',
+    file_size: 10000,
+    indexed_at: '2026-04-20T10:31:00Z',
+    ...overrides,
+  }
+}
+
+describe('patterns detector', () => {
+  let db: SessionsDb
+  beforeEach(() => {
+    const dir = mkdtempSync(join(tmpdir(), 'obs-pat-'))
+    db = openSessionsDb(join(dir, 'sessions.db'))
+  })
+
+  it('detecta skill com taxa elevada de erro (action)', () => {
+    // 3 sessões skill X: 2 error, 1 completed → ratio 0.67 → severity=action
+    db.upsertSession(meta({ session_id: 'a', skills_invoked: ['skillX'], outcome: 'error' }))
+    db.upsertSession(meta({ session_id: 'b', skills_invoked: ['skillX'], outcome: 'interrupted' }))
+    db.upsertSession(meta({ session_id: 'c', skills_invoked: ['skillX'], outcome: 'completed' }))
+    const { start, end } = weekRange(new Date('2026-04-22T00:00:00Z'))
+    const patterns = detectPatterns(db, start, end)
+    const errorRate = patterns.find((p) => p.pattern_key === 'skill_error_rate:skillX')
+    expect(errorRate).toBeDefined()
+    expect(errorRate!.severity).toBe('action')
+    expect(errorRate!.affected_count).toBe(2)
+  })
+
+  it('detecta sessões abandonadas', () => {
+    for (let i = 0; i < 6; i++) {
+      db.upsertSession(meta({ session_id: `ab-${i}`, event_count: 1, outcome: 'unknown' }))
+    }
+    const { start, end } = weekRange(new Date('2026-04-22T00:00:00Z'))
+    const patterns = detectPatterns(db, start, end)
+    expect(patterns.some((p) => p.pattern_key === 'abandoned_sessions')).toBe(true)
+  })
+
+  it('getConsecutiveWeeks devolve 3 após upserts em semanas sucessivas', () => {
+    const key = 'skill_error_rate:Y'
+    const weeks = ['2026-W15', '2026-W16', '2026-W17']
+    for (const w of weeks) {
+      db.upsertPattern({
+        detected_at: new Date().toISOString(),
+        week_iso: w,
+        pattern_key: key,
+        title: 't',
+        description: 'd',
+        severity: 'warning',
+        metric_value: 0.5,
+        sample_session_ids: ['x'],
+        affected_count: 1,
+        consecutive_weeks: 1,
+      })
+    }
+    expect(db.getConsecutiveWeeks(key, '2026-W17')).toBe(3)
+    expect(db.getConsecutiveWeeks(key, '2026-W16')).toBe(2)
+  })
+
+  it('upsertPattern é idempotente por (week_iso, pattern_key)', () => {
+    const base: PatternRecord = {
+      detected_at: '2026-04-20T00:00:00Z',
+      week_iso: '2026-W17',
+      pattern_key: 'test',
+      title: 'v1',
+      description: 'd',
+      severity: 'info',
+      metric_value: 1,
+      sample_session_ids: ['a'],
+      affected_count: 1,
+      consecutive_weeks: 1,
+    }
+    db.upsertPattern(base)
+    db.upsertPattern({ ...base, title: 'v2', affected_count: 5, consecutive_weeks: 2 })
+    const rows = db.getPatternsByWeek('2026-W17')
+    expect(rows).toHaveLength(1)
+    expect(rows[0].title).toBe('v2')
+    expect(rows[0].affected_count).toBe(5)
+    expect(rows[0].consecutive_weeks).toBe(2)
+  })
+
+  it('toPatternRecord propaga week_iso e consecutive_weeks', () => {
+    const rec = toPatternRecord(
+      {
+        pattern_key: 'k',
+        title: 't',
+        description: 'd',
+        severity: 'warning',
+        metric_value: 0.42,
+        sample_session_ids: ['a', 'b'],
+        affected_count: 2,
+      },
+      '2026-W17',
+      3,
+    )
+    expect(rec.week_iso).toBe('2026-W17')
+    expect(rec.consecutive_weeks).toBe(3)
+    expect(rec.severity).toBe('warning')
+  })
+})

api/tests/sessions-route.test.ts

@@ -0,0 +1,68 @@
+/**
+ * Testes da rota /api/sessions (validação Zod + integração com SessionsDb).
+ * @author Descomplicar® | Projecto Observabilidade (Espelho)
+ */
+import { describe, it, expect, beforeAll } from 'vitest'
+import express from 'express'
+import request from 'supertest'
+import { mkdtempSync } from 'fs'
+import { tmpdir } from 'os'
+import { join } from 'path'
+import { openSessionsDb } from '../services/sessions/db.js'
+import { createSessionsRouter } from '../routes/sessions.js'
+import type { SessionMeta } from '../types/session.js'
+
+function meta(overrides: Partial<SessionMeta> = {}): SessionMeta {
+  return {
+    session_id: 's1',
+    project_path: '/tmp/p',
+    project_slug: 'p',
+    jsonl_path: '/tmp/p/s1.jsonl',
+    started_at: new Date().toISOString(),
+    ended_at: null,
+    duration_sec: 60,
+    event_count: 10,
+    user_messages: 2,
+    assistant_msgs: 5,
+    tool_calls: 3,
+    first_prompt: 'teste',
+    tools_used: ['Bash'],
+    skills_invoked: [],
+    outcome: 'completed',
+    permission_mode: 'default',
+    file_size: 1000,
+    indexed_at: new Date().toISOString(),
+    ...overrides,
+  }
+}
+
+describe('GET /api/sessions', () => {
+  let app: express.Express
+  beforeAll(() => {
+    const dbPath = join(mkdtempSync(join(tmpdir(), 'obs-r-')), 'sessions.db')
+    const db = openSessionsDb(dbPath)
+    db.upsertSession(meta({ session_id: 's1', project_slug: 'alpha', jsonl_path: '/tmp/p/s1.jsonl' }))
+    db.upsertSession(meta({ session_id: 's2', project_slug: 'beta', jsonl_path: '/tmp/p/s2.jsonl' }))
+    app = express()
+    app.use('/api/sessions', createSessionsRouter(db))
+  })
+
+  it('lista todas as sessões por omissão', async () => {
+    const res = await request(app).get('/api/sessions')
+    expect(res.status).toBe(200)
+    expect(res.body.total).toBe(2)
+    expect(res.body.items).toHaveLength(2)
+  })
+
+  it('filtra por projecto', async () => {
+    const res = await request(app).get('/api/sessions').query({ project: 'alpha' })
+    expect(res.status).toBe(200)
+    expect(res.body.total).toBe(1)
+    expect(res.body.items[0].project_slug).toBe('alpha')
+  })
+
+  it('rejeita limit inválido', async () => {
+    const res = await request(app).get('/api/sessions').query({ limit: '9999' })
+    expect(res.status).toBe(400)
+  })
+})

api/tests/sessions-worklog-import.test.ts

@@ -0,0 +1,175 @@
+import { describe, it, expect, beforeEach } from 'vitest'
+import { mkdtempSync } from 'fs'
+import { tmpdir } from 'os'
+import { join } from 'path'
+import { openSessionsDb, type SessionsDb, type WorklogCommentRecord } from '../services/sessions/db.js'
+import { parseWorklogHtml } from '../services/sessions/worklog-import.js'
+import { detectActionsNeverExecuted, weekRange } from '../services/sessions/patterns.js'
+
+const SAMPLE_H4 = `
+<h4>2026-04-15 10:30 - Refactor API sessions</h4>
+<p><strong>Projecto:</strong> DashDescomplicar</p>
+<p><strong>Tarefa:</strong> #2059 - Observabilidade Espelho</p>
+<p><strong>Duração:</strong> ~2h 15m</p>
+<h4>Trabalho Realizado</h4>
+<ul><li>Criar módulo worklog-import</li><li>Integrar detectores cruzados</li></ul>
+<h4>Ficheiros Modificados</h4>
+<ul><li><code>api/services/sessions/db.ts</code></li><li><code>api/scripts/sessions-worklog-import.ts</code></li></ul>
+<h4>Problemas / Soluções</h4>
+<ul><li>Parser HTML frágil → usar node-html-parser</li></ul>
+<h4>Padrões Detectados</h4>
+<ul><li>MCP gateway responde em SSE ou JSON</li></ul>
+<h4>Acções Sugeridas</h4>
+<ul><li>[Refactor] Extrair callMcpTool para módulo partilhado P2</li></ul>
+`
+
+const SAMPLE_H2 = `
+<h2>2026-01-31 - Estratégia Stack</h2>
+<p><strong>Duração:</strong> ~2h</p>
+<h3>Trabalho Realizado</h3>
+<ul><li>Stack Mapeado - 15 sistemas</li></ul>
+<h3>Insights</h3>
+<ul><li>Posicionamento: Marketing alta performance</li></ul>
+`
+
+const SAMPLE_D33 = `
+<ul>
+  <li>[ ] [MCP] Corrigir bug desk-crm-v3 com tabelas de discussões</li>
+</ul>
+<p><strong>Origem:</strong> Sessão 2026-02-02</p>
+<p><strong>Prioridade:</strong> P1</p>
+`
+
+describe('parseWorklogHtml', () => {
+  it('extrai campos de comentário formato <h4>', () => {
+    const parsed = parseWorklogHtml(SAMPLE_H4, { id: 100, discussion_id: 31, created_at: '' })
+    expect(parsed.id).toBe(100)
+    expect(parsed.title).toMatch(/2026-04-15/)
+    expect(parsed.task_ref).toBe('#2059')
+    expect(parsed.duration_sec).toBe(2 * 3600 + 15 * 60)
+    expect(parsed.work_items.length).toBe(2)
+    expect(parsed.files_modified.length).toBe(2)
+    expect(parsed.patterns_text.length).toBe(1)
+    expect(parsed.actions.length).toBe(1)
+    expect(parsed.actions[0].tipo).toBe('Refactor')
+    expect(parsed.actions[0].prioridade).toBe('P2')
+    expect(parsed.created_at.startsWith('2026-04-15')).toBe(true)
+  })
+
+  it('extrai campos de comentário formato <h2>/<h3> (legacy)', () => {
+    const parsed = parseWorklogHtml(SAMPLE_H2, { id: 64, discussion_id: 31, created_at: '' })
+    expect(parsed.title).toMatch(/2026-01-31/)
+    expect(parsed.work_items.length).toBeGreaterThanOrEqual(1)
+    expect(parsed.duration_sec).toBe(2 * 3600)
+    expect(parsed.created_at.startsWith('2026-01-31')).toBe(true)
+  })
+
+  it('extrai acções em formato discussão #33 (lista crua)', () => {
+    const parsed = parseWorklogHtml(SAMPLE_D33, { id: 200, discussion_id: 33, created_at: '2026-02-02T00:00:00Z' })
+    expect(parsed.actions.length).toBe(1)
+    expect(parsed.actions[0].tipo).toBe('MCP')
+  })
+})
+
+describe('upsertWorklogComment idempotência', () => {
+  let db: SessionsDb
+  beforeEach(() => {
+    const dir = mkdtempSync(join(tmpdir(), 'obs-wl-'))
+    db = openSessionsDb(join(dir, 'sessions.db'))
+  })
+
+  it('insert primeiro, update depois', () => {
+    const base: WorklogCommentRecord = {
+      id: 42,
+      discussion_id: 31,
+      created_at: '2026-04-15T10:30:00Z',
+      staff_id: 25,
+      title: 'Test',
+      task_ref: '#100',
+      duration_sec: 600,
+      work_items: ['a'],
+      files_modified: [],
+      problems: [],
+      patterns_text: [],
+      actions: [],
+      raw_html: '<h4>Test</h4>',
+      imported_at: '2026-04-23T00:00:00Z',
+    }
+    const r1 = db.upsertWorklogComment(base)
+    expect(r1.inserted).toBe(true)
+    expect(db.countWorklogComments()).toBe(1)
+    const r2 = db.upsertWorklogComment({ ...base, title: 'Updated' })
+    expect(r2.inserted).toBe(false)
+    expect(db.countWorklogComments()).toBe(1)
+    const list = db.listWorklogComments({ discussion_id: 31 })
+    expect(list[0].title).toBe('Updated')
+  })
+})
+
+describe('detectActionsNeverExecuted', () => {
+  let db: SessionsDb
+  beforeEach(() => {
+    const dir = mkdtempSync(join(tmpdir(), 'obs-act-'))
+    db = openSessionsDb(join(dir, 'sessions.db'))
+  })
+
+  it('sinaliza acções P1/P2 antigas sem execução', () => {
+    const old = new Date('2026-03-01T00:00:00Z').toISOString()
+    for (let i = 0; i < 4; i++) {
+      db.upsertWorklogComment({
+        id: 300 + i,
+        discussion_id: 33,
+        created_at: old,
+        staff_id: 25,
+        title: `Acção ${i}`,
+        task_ref: `#${1000 + i}`,
+        duration_sec: null,
+        work_items: [],
+        files_modified: [],
+        problems: [],
+        patterns_text: [],
+        actions: [{ tipo: 'MCP', descricao: `Corrigir bug X${i}`, prioridade: i % 2 ? 'P1' : 'P2' }],
+        raw_html: '',
+        imported_at: '2026-04-23T00:00:00Z',
+      })
+    }
+    const range = weekRange(new Date('2026-04-22T00:00:00Z'))
+    const patterns = detectActionsNeverExecuted({
+      db: db.rawDb(),
+      weekStartIso: range.start.toISOString(),
+      weekEndIso: range.end.toISOString(),
+    })
+    expect(patterns.length).toBe(1)
+    expect(patterns[0].pattern_key).toBe('actions_never_executed')
+    expect(patterns[0].affected_count).toBeGreaterThanOrEqual(3)
+  })
+
+  it('não sinaliza se acções recentes (<14 dias)', () => {
+    const recent = new Date().toISOString()
+    for (let i = 0; i < 5; i++) {
+      db.upsertWorklogComment({
+        id: 400 + i,
+        discussion_id: 33,
+        created_at: recent,
+        staff_id: 25,
+        title: null,
+        task_ref: null,
+        duration_sec: null,
+        work_items: [],
+        files_modified: [],
+        problems: [],
+        patterns_text: [],
+        actions: [{ tipo: 'MCP', descricao: 'x', prioridade: 'P1' }],
+        raw_html: '',
+        imported_at: recent,
+      })
+    }
+    const range = weekRange(new Date())
+    const patterns = detectActionsNeverExecuted({
+      db: db.rawDb(),
+      weekStartIso: range.start.toISOString(),
+      weekEndIso: range.end.toISOString(),
+    })
+    expect(patterns.length).toBe(0)
+  })
+})

api/types/session.ts

@@ -0,0 +1,49 @@
+export type SessionOutcome = 'completed' | 'interrupted' | 'error' | 'unknown'
+
+export interface SessionMeta {
+  session_id: string
+  project_path: string
+  project_slug: string
+  jsonl_path: string
+  started_at: string
+  ended_at: string | null
+  duration_sec: number | null
+  event_count: number
+  user_messages: number
+  assistant_msgs: number
+  tool_calls: number
+  first_prompt: string | null
+  tools_used: string[]
+  skills_invoked: string[]
+  outcome: SessionOutcome
+  permission_mode: string | null
+  file_size: number
+  indexed_at: string
+}
+
+export type SessionEventType =
+  | 'user'
+  | 'assistant'
+  | 'system'
+  | 'attachment'
+  | 'permission-mode'
+  | 'file-history-snapshot'
+  | 'unknown'
+
+export interface SessionEvent {
+  index: number
+  type: SessionEventType
+  timestamp: string | null
+  raw: Record<string, unknown>
+  text: string | null
+  tool_name: string | null
+  tool_input: Record<string, unknown> | null
+  tool_result: unknown
+  skill_invoked: string | null
+  hook_name: string | null
+}
+
+export interface ParseResult {
+  meta: SessionMeta
+  events: SessionEvent[]
+}

package.json

@@ -17,6 +17,8 @@
   },
   "dependencies": {
     "@types/pg": "^8.20.0",
+    "better-sqlite3": "^12.9.0",
+    "chokidar": "^5.0.0",
     "clsx": "^2.1.1",
     "cors": "^2.8.5",
     "dotenv": "^16.6.1",
@@ -24,9 +26,10 @@
     "express-openid-connect": "^2.19.4",
     "express-rate-limit": "^8.2.1",
     "framer-motion": "^12.30.1",
-    "googleapis": "^144.0.0",
+    "googleapis": "^171.4.0",
     "lucide-react": "^0.563.0",
     "mysql2": "^3.11.5",
+    "node-html-parser": "^7.1.0",
     "oidc-client-ts": "^3.0.1",
     "pg": "^8.20.0",
     "react": "^19.2.0",
@@ -44,12 +47,14 @@
     "@testing-library/jest-dom": "^6.9.1",
     "@testing-library/react": "^16.3.2",
     "@testing-library/user-event": "^14.6.1",
+    "@types/better-sqlite3": "^7.6.13",
     "@types/cors": "^2.8.17",
     "@types/express": "^5.0.0",
     "@types/node": "^24.10.10",
     "@types/react": "^19.2.5",
     "@types/react-dom": "^19.2.3",
     "@types/ssh2": "^1.15.5",
+    "@types/supertest": "^7.2.0",
     "@vitejs/plugin-react": "^5.1.1",
     "@vitest/ui": "^4.0.18",
     "autoprefixer": "^10.4.24",
@@ -60,6 +65,7 @@
     "globals": "^16.5.0",
     "jsdom": "^28.0.0",
     "postcss": "^8.5.6",
+    "supertest": "^7.2.2",
     "tailwindcss": "^4.1.18",
     "tsx": "^4.19.2",
     "typescript": "~5.9.3",

src/components/Layout.tsx

@@ -10,6 +10,7 @@ import {
   Bot,
   Brain,
   ClipboardList,
+  Eye,
   Zap,
   ChevronLeft,
   ChevronRight,
@@ -35,6 +36,7 @@ const NAV_ITEMS: NavItem[] = [
   { to: '/paperclip', label: 'Paperclip', icon: Bot },
   { to: '/ai', label: 'IA / Claude', icon: Brain },
   { to: '/operations', label: 'Operações', icon: ClipboardList },
+  { to: '/sessions', label: 'Espelho', icon: Eye },
 ]
 
 function useIsMobile() {

src/components/sessions/EventBlock.tsx

@@ -0,0 +1,87 @@
+import { useState } from 'react'
+import type { SessionEvent } from '../../../api/types/session'
+
+function truncate(s: string, n: number): string {
+  return s.length > n ? s.slice(0, n) + '…' : s
+}
+
+interface Props {
+  event: SessionEvent
+  defaultCollapsed: boolean
+}
+
+export function EventBlock({ event, defaultCollapsed }: Props) {
+  const [collapsed, setCollapsed] = useState(defaultCollapsed)
+
+  const base = 'rounded border px-3 py-2 my-1 text-sm'
+  switch (event.type) {
+    case 'user':
+      if (event.tool_result !== null && event.tool_result !== undefined) {
+        return (
+          <div id={`evt-${event.index}`} className={`${base} bg-slate-900/40 border-slate-700`}>
+            <button onClick={() => setCollapsed(!collapsed)} className="text-xs text-slate-500 uppercase">
+              tool_result {collapsed ? '▸' : '▾'}
+            </button>
+            {!collapsed && (
+              <pre className="mt-2 text-xs overflow-x-auto whitespace-pre-wrap text-slate-300">
+                {typeof event.tool_result === 'string' ? event.tool_result : JSON.stringify(event.tool_result, null, 2)}
+              </pre>
+            )}
+          </div>
+        )
+      }
+      return (
+        <div id={`evt-${event.index}`} className={`${base} bg-blue-500/10 border-blue-500/30`}>
+          <div className="text-xs text-blue-300 uppercase mb-1">user</div>
+          <div className="whitespace-pre-wrap text-slate-100">{event.text ?? '—'}</div>
+        </div>
+      )
+    case 'assistant':
+      if (event.tool_name) {
+        return (
+          <div id={`evt-${event.index}`} className={`${base} bg-amber-500/10 border-amber-500/30`}>
+            <button onClick={() => setCollapsed(!collapsed)} className="text-xs text-amber-300 uppercase">
+              tool_use: {event.tool_name} {collapsed ? '▸' : '▾'}
+            </button>
+            {!collapsed && event.tool_input && (
+              <pre className="mt-2 text-xs overflow-x-auto whitespace-pre-wrap text-slate-300">
+                {JSON.stringify(event.tool_input, null, 2)}
+              </pre>
+            )}
+          </div>
+        )
+      }
+      return (
+        <div id={`evt-${event.index}`} className={`${base} bg-slate-800/40 border-slate-700`}>
+          <div className="text-xs text-slate-500 uppercase mb-1">assistant</div>
+          <div className="whitespace-pre-wrap text-slate-200">{truncate(event.text ?? '—', collapsed ? 300 : Number.MAX_SAFE_INTEGER)}</div>
+          {(event.text?.length ?? 0) > 300 && (
+            <button onClick={() => setCollapsed(!collapsed)} className="text-xs text-slate-500 mt-1">
+              {collapsed ? 'Expandir' : 'Colapsar'}
+            </button>
+          )}
+        </div>
+      )
+    case 'system':
+      return (
+        <div id={`evt-${event.index}`} className={`${base} bg-slate-900/30 border-slate-800 text-xs text-slate-500`}>
+          <button onClick={() => setCollapsed(!collapsed)} className="uppercase">
+            system {event.skill_invoked ? `· skill: ${event.skill_invoked}` : ''} {event.hook_name ? `· hook: ${event.hook_name}` : ''} {collapsed ? '▸' : '▾'}
+          </button>
+          {!collapsed && <div className="mt-2 whitespace-pre-wrap">{event.text ?? JSON.stringify(event.raw)}</div>}
+        </div>
+      )
+    case 'attachment':
+      return (
+        <div id={`evt-${event.index}`} className={`${base} bg-purple-500/10 border-purple-500/30 text-xs text-purple-300`}>
+          📎 attachment
+        </div>
+      )
+    default:
+      return (
+        <div id={`evt-${event.index}`} className={`${base} bg-slate-900/20 border-slate-800 text-xs text-slate-500`}>
+          {event.type}
+        </div>
+      )
+  }
+}

src/components/sessions/FilterBar.tsx

@@ -0,0 +1,102 @@
+import { useEffect, useState } from 'react'
+
+export interface Filters {
+  days: number
+  project: string
+  tool: string
+  skill: string
+  q: string
+}
+
+interface Props {
+  initial: Filters
+  projects: string[]
+  tools: string[]
+  skills: string[]
+  onChange: (f: Filters) => void
+}
+
+export function FilterBar({ initial, projects, tools, skills, onChange }: Props) {
+  const [f, setF] = useState<Filters>(initial)
+  const [qLocal, setQLocal] = useState<string>(initial.q)
+
+  useEffect(() => {
+    const t = setTimeout(() => {
+      if (qLocal !== f.q) {
+        const next = { ...f, q: qLocal }
+        setF(next)
+        onChange(next)
+      }
+    }, 300)
+    return () => clearTimeout(t)
+  }, [qLocal])
+
+  function update(partial: Partial<Filters>) {
+    const next = { ...f, ...partial }
+    setF(next)
+    onChange(next)
+  }
+
+  return (
+    <div className="flex flex-wrap gap-3 p-4 bg-white/5 rounded-lg backdrop-blur border border-white/10">
+      <select
+        value={f.days}
+        onChange={(e) => update({ days: Number(e.target.value) })}
+        className="bg-slate-900 border border-white/10 rounded px-3 py-2 text-sm"
+      >
+        <option value={1}>24h</option>
+        <option value={7}>7 dias</option>
+        <option value={30}>30 dias</option>
+        <option value={90}>90 dias</option>
+        <option value={3650}>Tudo</option>
+      </select>
+
+      <select
+        value={f.project}
+        onChange={(e) => update({ project: e.target.value })}
+        className="bg-slate-900 border border-white/10 rounded px-3 py-2 text-sm"
+      >
+        <option value="">Todos os projectos</option>
+        {projects.map((p) => (
+          <option key={p} value={p}>
+            {p}
+          </option>
+        ))}
+      </select>
+
+      <select
+        value={f.tool}
+        onChange={(e) => update({ tool: e.target.value })}
+        className="bg-slate-900 border border-white/10 rounded px-3 py-2 text-sm"
+      >
+        <option value="">Qualquer tool</option>
+        {tools.map((t) => (
+          <option key={t} value={t}>
+            {t}
+          </option>
+        ))}
+      </select>
+
+      <select
+        value={f.skill}
+        onChange={(e) => update({ skill: e.target.value })}
+        className="bg-slate-900 border border-white/10 rounded px-3 py-2 text-sm"
+      >
+        <option value="">Qualquer skill</option>
+        {skills.map((s) => (
+          <option key={s} value={s}>
+            {s}
+          </option>
+        ))}
+      </select>
+
+      <input
+        type="search"
+        placeholder="Pesquisar no prompt inicial…"
+        value={qLocal}
+        onChange={(e) => setQLocal(e.target.value)}
+        className="flex-1 min-w-[200px] bg-slate-900 border border-white/10 rounded px-3 py-2 text-sm"
+      />
+    </div>
+  )
+}

src/components/sessions/SessionRow.tsx

@@ -0,0 +1,57 @@
+import { useNavigate } from 'react-router-dom'
+import type { SessionMeta } from '../../../api/types/session'
+
+function formatDuration(sec: number | null): string {
+  if (!sec) return '—'
+  if (sec < 60) return `${sec}s`
+  if (sec < 3600) return `${Math.round(sec / 60)}min`
+  return `${Math.floor(sec / 3600)}h${Math.round((sec % 3600) / 60)}m`
+}
+
+function outcomeIcon(o: SessionMeta['outcome']): string {
+  switch (o) {
+    case 'completed':
+      return '✓'
+    case 'error':
+      return '✗'
+    case 'interrupted':
+      return '⚠'
+    default:
+      return '?'
+  }
+}
+
+interface Props {
+  session: SessionMeta
+}
+
+export function SessionRow({ session }: Props) {
+  const navigate = useNavigate()
+  const when = new Date(session.started_at).toLocaleString('pt-PT', { dateStyle: 'short', timeStyle: 'short' })
+  return (
+    <tr
+      className="border-b border-white/5 hover:bg-white/5 cursor-pointer"
+      onClick={() => navigate(`/sessions/${session.session_id}`)}
+    >
+      <td className="px-3 py-2 text-sm text-slate-300">{when}</td>
+      <td className="px-3 py-2 text-sm text-slate-400">{session.project_slug}</td>
+      <td className="px-3 py-2 text-sm text-slate-200">
+        {session.first_prompt?.slice(0, 80) ?? '—'}
+        {(session.first_prompt?.length ?? 0) > 80 ? '…' : ''}
+      </td>
+      <td className="px-3 py-2 text-sm text-slate-400">{formatDuration(session.duration_sec)}</td>
+      <td className="px-3 py-2 text-sm text-right text-slate-400">{session.event_count}</td>
+      <td className="px-3 py-2 text-sm text-right text-slate-400">{session.tool_calls}</td>
+      <td className="px-3 py-2 text-xs">
+        <div className="flex flex-wrap gap-1">
+          {session.skills_invoked.slice(0, 2).map((s) => (
+            <span key={s} className="px-2 py-0.5 bg-indigo-500/20 text-indigo-300 rounded">
+              {s}
+            </span>
+          ))}
+        </div>
+      </td>
+      <td className="px-3 py-2 text-center">{outcomeIcon(session.outcome)}</td>
+    </tr>
+  )
+}

src/lib/api/sessions.ts

@@ -0,0 +1,36 @@
+import type { SessionMeta, SessionEvent } from '../../../api/types/session'
+
+export interface ListParams {
+  days?: number
+  project?: string
+  tool?: string
+  skill?: string
+  q?: string
+  limit?: number
+  offset?: number
+}
+
+export interface ListResponse {
+  total: number
+  items: SessionMeta[]
+}
+
+const API_BASE = import.meta.env.VITE_API_BASE ?? ''
+
+function buildQuery(params: Record<string, unknown>): string {
+  const entries = Object.entries(params).filter(([, v]) => v !== undefined && v !== '' && v !== null)
+  if (entries.length === 0) return ''
+  return '?' + new URLSearchParams(entries as [string, string][]).toString()
+}
+
+export async function listSessions(params: ListParams): Promise<ListResponse> {
+  const res = await fetch(`${API_BASE}/api/sessions${buildQuery(params as Record<string, unknown>)}`)
+  if (!res.ok) throw new Error(`listSessions failed: ${res.status}`)
+  return res.json()
+}
+
+export async function getSession(id: string): Promise<{ meta: SessionMeta; events: SessionEvent[] }> {
+  const res = await fetch(`${API_BASE}/api/sessions/${encodeURIComponent(id)}`)
+  if (!res.ok) throw new Error(`getSession failed: ${res.status}`)
+  return res.json()
+}

src/main.tsx

@@ -11,6 +11,8 @@ import N8nMonitor from './pages/N8nMonitor.tsx'
 import Paperclip from './pages/Paperclip.tsx'
 import AiOverview from './pages/AiOverview.tsx'
 import Operations from './pages/Operations.tsx'
+import Sessions from './pages/Sessions.tsx'
+import SessionDetail from './pages/SessionDetail.tsx'
 import Layout from './components/Layout.tsx'
 import { oidcConfig } from './auth/config.ts'
 import { AuthWrapper } from './auth/AuthWrapper.tsx'
@@ -30,6 +32,8 @@ createRoot(document.getElementById('root')!).render(
               <Route path="/paperclip" element={<Paperclip />} />
               <Route path="/ai" element={<AiOverview />} />
               <Route path="/operations" element={<Operations />} />
+              <Route path="/sessions" element={<Sessions />} />
+              <Route path="/sessions/:id" element={<SessionDetail />} />
               <Route path="/callback" element={<App />} />
             </Route>
           </Routes>

src/pages/SessionDetail.tsx

@@ -0,0 +1,83 @@
+import { useEffect, useState } from 'react'
+import { useParams, Link } from 'react-router-dom'
+import { getSession } from '../lib/api/sessions'
+import { EventBlock } from '../components/sessions/EventBlock'
+import type { SessionMeta, SessionEvent } from '../../api/types/session'
+
+type FilterMode = 'all' | 'no-system' | 'tools-only' | 'prompts-only'
+
+export default function SessionDetail() {
+  const { id } = useParams<{ id: string }>()
+  const [meta, setMeta] = useState<SessionMeta | null>(null)
+  const [events, setEvents] = useState<SessionEvent[]>([])
+  const [mode, setMode] = useState<FilterMode>('all')
+  const [loading, setLoading] = useState(true)
+  const [error, setError] = useState<string | null>(null)
+
+  useEffect(() => {
+    if (!id) return
+    setLoading(true)
+    getSession(id)
+      .then((r) => {
+        setMeta(r.meta)
+        setEvents(r.events)
+      })
+      .catch((e: Error) => setError(e.message))
+      .finally(() => setLoading(false))
+  }, [id])
+
+  const visible = events.filter((e) => {
+    if (mode === 'no-system') return e.type !== 'system'
+    if (mode === 'tools-only') return e.tool_name !== null || e.tool_result !== null
+    if (mode === 'prompts-only') return e.type === 'user' && e.tool_result === null
+    return true
+  })
+
+  if (loading) return <div className="p-6 text-slate-400">A carregar…</div>
+  if (error) return <div className="p-6 text-red-300">{error}</div>
+  if (!meta) return <div className="p-6 text-slate-400">Sessão não encontrada.</div>
+
+  return (
+    <div className="p-6 space-y-4">
+      <Link to="/sessions" className="text-sm text-slate-400 hover:underline">
+        ← Voltar à lista
+      </Link>
+
+      <header className="space-y-1">
+        <h1 className="text-xl font-semibold text-white">{meta.first_prompt?.slice(0, 120) ?? meta.session_id}</h1>
+        <div className="text-sm text-slate-400 flex flex-wrap gap-4">
+          <span>{new Date(meta.started_at).toLocaleString('pt-PT')}</span>
+          <span>Projecto: {meta.project_slug}</span>
+          <span>Duração: {meta.duration_sec ?? 0}s</span>
+          <span>Eventos: {meta.event_count}</span>
+          <span>Tool calls: {meta.tool_calls}</span>
+          <span>Skills: {meta.skills_invoked.join(', ') || '—'}</span>
+          <span>Resultado: {meta.outcome}</span>
+        </div>
+        <div className="text-xs text-slate-500">JSONL: {meta.jsonl_path}</div>
+      </header>
+
+      <div className="flex gap-2 text-sm">
+        {(['all', 'no-system', 'tools-only', 'prompts-only'] as FilterMode[]).map((m) => (
+          <button
+            key={m}
+            onClick={() => setMode(m)}
+            className={`px-3 py-1 rounded ${mode === m ? 'bg-indigo-500/30 text-indigo-200' : 'bg-white/5 text-slate-400'}`}
+          >
+            {m === 'all' ? 'Tudo' : m === 'no-system' ? 'Esconder system' : m === 'tools-only' ? 'Só tools' : 'Só prompts'}
+          </button>
+        ))}
+      </div>
+
+      <div className="text-xs text-slate-500">
+        A mostrar {visible.length} de {events.length} eventos.
+      </div>
+
+      <div>
+        {visible.map((e) => (
+          <EventBlock key={e.index} event={e} defaultCollapsed={e.type === 'system' || (e.tool_result !== null && e.tool_result !== undefined)} />
+        ))}
+      </div>
+    </div>
+  )
+}

src/pages/Sessions.tsx

@@ -0,0 +1,131 @@
+import { useEffect, useMemo, useState } from 'react'
+import { listSessions, type ListResponse } from '../lib/api/sessions'
+import { SessionRow } from '../components/sessions/SessionRow'
+import { FilterBar, type Filters } from '../components/sessions/FilterBar'
+
+const PAGE_SIZE = 50
+
+export default function Sessions() {
+  const [filters, setFilters] = useState<Filters>({ days: 7, project: '', tool: '', skill: '', q: '' })
+  const [data, setData] = useState<ListResponse | null>(null)
+  const [offset, setOffset] = useState(0)
+  const [loading, setLoading] = useState(false)
+  const [error, setError] = useState<string | null>(null)
+
+  useEffect(() => {
+    let cancelled = false
+    setLoading(true)
+    setError(null)
+    listSessions({
+      days: filters.days,
+      project: filters.project || undefined,
+      tool: filters.tool || undefined,
+      skill: filters.skill || undefined,
+      q: filters.q || undefined,
+      limit: PAGE_SIZE,
+      offset,
+    })
+      .then((r) => {
+        if (!cancelled) setData(r)
+      })
+      .catch((e: Error) => {
+        if (!cancelled) setError(e.message)
+      })
+      .finally(() => {
+        if (!cancelled) setLoading(false)
+      })
+    return () => {
+      cancelled = true
+    }
+  }, [filters, offset])
+
+  const { projects, tools, skills } = useMemo(() => {
+    const p = new Set<string>()
+    const t = new Set<string>()
+    const s = new Set<string>()
+    data?.items.forEach((it) => {
+      p.add(it.project_slug)
+      it.tools_used.forEach((x) => t.add(x))
+      it.skills_invoked.forEach((x) => s.add(x))
+    })
+    return { projects: [...p].sort(), tools: [...t].sort(), skills: [...s].sort() }
+  }, [data])
+
+  return (
+    <div className="p-6 space-y-4">
+      <header>
+        <h1 className="text-2xl font-semibold text-white">Espelho — Sessões Claude</h1>
+        <p className="text-sm text-slate-400">Replay de sessões para observar comportamento real.</p>
+      </header>
+
+      <FilterBar
+        initial={filters}
+        projects={projects}
+        tools={tools}
+        skills={skills}
+        onChange={(f) => {
+          setFilters(f)
+          setOffset(0)
+        }}
+      />
+
+      {error && <div className="p-3 bg-red-500/10 border border-red-500/30 rounded text-red-300 text-sm">{error}</div>}
+
+      <div className="overflow-x-auto rounded-lg border border-white/10">
+        <table className="w-full">
+          <thead className="bg-white/5 text-xs uppercase text-slate-400">
+            <tr>
+              <th className="px-3 py-2 text-left">Início</th>
+              <th className="px-3 py-2 text-left">Projecto</th>
+              <th className="px-3 py-2 text-left">Prompt</th>
+              <th className="px-3 py-2 text-left">Duração</th>
+              <th className="px-3 py-2 text-right">Eventos</th>
+              <th className="px-3 py-2 text-right">Tools</th>
+              <th className="px-3 py-2 text-left">Skills</th>
+              <th className="px-3 py-2 text-center">OK</th>
+            </tr>
+          </thead>
+          <tbody>
+            {loading && (
+              <tr>
+                <td colSpan={8} className="px-3 py-8 text-center text-slate-500">
+                  A carregar…
+                </td>
+              </tr>
+            )}
+            {!loading && data?.items.length === 0 && (
+              <tr>
+                <td colSpan={8} className="px-3 py-8 text-center text-slate-500">
+                  Sem sessões para estes filtros.
+                </td>
+              </tr>
+            )}
+            {data?.items.map((s) => <SessionRow key={s.session_id} session={s} />)}
+          </tbody>
+        </table>
+      </div>
+
+      <div className="flex items-center justify-between text-sm text-slate-400">
+        <span>
+          {data ? `${offset + 1}–${Math.min(offset + PAGE_SIZE, data.total)} de ${data.total}` : ''}
+        </span>
+        <div className="flex gap-2">
+          <button
+            disabled={offset === 0}
+            onClick={() => setOffset(Math.max(0, offset - PAGE_SIZE))}
+            className="px-3 py-1 bg-white/5 rounded disabled:opacity-30"
+          >
+            Anterior
+          </button>
+          <button
+            disabled={!data || offset + PAGE_SIZE >= data.total}
+            onClick={() => setOffset(offset + PAGE_SIZE)}
+            className="px-3 py-1 bg-white/5 rounded disabled:opacity-30"
+          >
+            Seguinte
+          </button>
+        </div>
+      </div>
+    </div>
+  )
+}

systemd/observabilidade-indexer.service

@@ -0,0 +1,20 @@
+[Unit]
+Description=Observabilidade (Espelho) — indexer incremental de sessões Claude
+After=default.target
+
+[Service]
+Type=simple
+WorkingDirectory=/media/ealmeida/Dados/Dev/DashDescomplicar
+ExecStart=/home/ealmeida/.nvm/versions/node/v22.22.2/bin/npx tsx api/scripts/sessions-indexer.ts --watch
+Restart=on-failure
+RestartSec=5
+KillMode=mixed
+KillSignal=SIGTERM
+TimeoutStopSec=10s
+StandardOutput=append:/home/ealmeida/.claude-work/observabilidade-indexer.log
+StandardError=append:/home/ealmeida/.claude-work/observabilidade-indexer.log
+Environment="OBSERVABILIDADE_DB=/home/ealmeida/.claude-work/sessions.db"
+Environment="PATH=/home/ealmeida/.nvm/versions/node/v22.22.2/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
+
+[Install]
+WantedBy=default.target

systemd/observabilidade-patterns.env.example

@@ -0,0 +1,2 @@
+MCP_GATEWAY_TOKEN=coloca-token-aqui
+MCP_GATEWAY_URL=https://gateway.descomplicar.pt/v1/desk-crm/mcp

systemd/observabilidade-patterns.service

@@ -0,0 +1,13 @@
+[Unit]
+Description=Observabilidade — detector semanal de padrões
+After=default.target
+
+[Service]
+Type=oneshot
+WorkingDirectory=/media/ealmeida/Dados/Dev/DashDescomplicar
+ExecStart=/home/ealmeida/.nvm/versions/node/v22.22.2/bin/npx tsx api/scripts/sessions-patterns.ts --publish
+Environment="OBSERVABILIDADE_DB=/home/ealmeida/.claude-work/sessions.db"
+Environment="PATH=/home/ealmeida/.nvm/versions/node/v22.22.2/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
+EnvironmentFile=/home/ealmeida/.claude-work/observabilidade-patterns.env
+StandardOutput=append:/home/ealmeida/.claude-work/observabilidade-patterns.log
+StandardError=append:/home/ealmeida/.claude-work/observabilidade-patterns.log

systemd/observabilidade-patterns.timer

@@ -0,0 +1,9 @@
+[Unit]
+Description=Observabilidade — detector semanal
+
+[Timer]
+OnCalendar=Sun 23:00
+Persistent=true
+
+[Install]
+WantedBy=default.target

systemd/observabilidade-worklog-import.service

@@ -0,0 +1,13 @@
+[Unit]
+Description=Observabilidade — import diário de worklogs Desk (#31/#32/#33)
+After=default.target
+
+[Service]
+Type=oneshot
+WorkingDirectory=/media/ealmeida/Dados/Dev/DashDescomplicar
+ExecStart=/home/ealmeida/.nvm/versions/node/v22.22.2/bin/npx tsx api/scripts/sessions-worklog-import.ts --discussion all --since-days 7
+Environment="OBSERVABILIDADE_DB=/home/ealmeida/.claude-work/sessions.db"
+Environment="PATH=/home/ealmeida/.nvm/versions/node/v22.22.2/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
+EnvironmentFile=/home/ealmeida/.claude-work/observabilidade-patterns.env
+StandardOutput=append:/home/ealmeida/.claude-work/observabilidade-worklog-import.log
+StandardError=append:/home/ealmeida/.claude-work/observabilidade-worklog-import.log

systemd/observabilidade-worklog-import.timer

@@ -0,0 +1,10 @@
+[Unit]
+Description=Observabilidade — import diário de worklogs Desk
+
+[Timer]
+OnCalendar=daily
+OnCalendar=*-*-* 03:00:00
+Persistent=true
+
+[Install]
+WantedBy=default.target