chore: auto-commit uncommitted changes

memory/claude-usage.json

@@ -1,9 +1,9 @@
 {
-  "last_updated": "2026-03-26T22:03:02.678173Z",
+  "last_updated": "2026-03-27T04:00:01.337857Z",
   "source": "api",
-  "session_percent": 0,
+  "session_percent": 4,
-  "session_resets": "2026-03-27T03:00:00.631184+00:00",
+  "session_resets": "2026-03-27T08:00:00.292526+00:00",
-  "weekly_percent": 72,
+  "weekly_percent": 0,
-  "weekly_resets": "2026-03-27T03:00:00.631203+00:00",
+  "weekly_resets": "2026-04-03T03:00:00.292545+00:00",
-  "sonnet_percent": 88
+  "sonnet_percent": 0
 }

memory/updates/2026-03-26.json

@@ -1,55 +1,42 @@
 {
+  "timestamp": "2026-03-26T21:00:00-04:00",
   "date": "2026-03-26",
-  "timestamp": "2026-03-26T09:00:00-04:00",
+  "maintenance_run": "cron:8b5f7b06-8c38-4641-aeb5-5b38597191f1",
-  "openclaw": {
+  "results": {
-    "before": "OpenClaw 2026.3.24 (cff6dc9)",
+    "working_context": {
-    "latest": "2026.3.24",
+      "status": "success",
-    "updated": false
+      "file": "memory/working-context.md",
+      "note": "Updated with Rozemarijn study session progress, exam April 2"
+    },
+    "daily_memory": {
+      "status": "success",
+      "file": "memory/2026-03-26.md",
+      "note": "Already exists with evening briefing and study session content"
+    },
+    "os_updates": {
+      "status": "skipped",
+      "reason": "elevated permissions not available in cron context",
+      "command": "sudo apt update && sudo apt upgrade -y"
+    },
+    "claude_code_update": {
+      "status": "needs_attention",
+      "available": "2.1.81 → 2.1.85",
+      "result": "npm update ran but update not applied (likely needs sudo)",
+      "command": "npm update -g @anthropic-ai/claude-code"
+    },
+    "openclaw_update": {
+      "status": "up_to_date",
+      "version": "2026.3.24 (cff6dc9)"
+    },
+    "session_cleanup": {
+      "status": "success",
+      "orphaned_jsonl_moved": 18,
+      "cron_run_keys_removed": 111,
+      "orphans_dir": "~/.openclaw/agents/main/sessions/orphans/"
+    }
   },
-  "claude_code": {
+  "pending_manual": [
-    "before": "2.1.84",
+    "Run OS updates with sudo: sudo apt update && sudo apt upgrade -y",
-    "latest": "2.1.84",
+    "Update Claude Code with sudo: sudo npm update -g @anthropic-ai/claude-code"
-    "updated": false
+  ]
-  },
+}
-  "os": {
-    "available": 5,
-    "packages": [
-      {
-        "name": "bind9-dnsutils",
-        "from": "1:9.18.39-0ubuntu0.24.04.2",
-        "to": "1:9.18.39-0ubuntu0.24.04.3"
-      },
-      {
-        "name": "bind9-host",
-        "from": "1:9.18.39-0ubuntu0.24.04.2",
-        "to": "1:9.18.39-0ubuntu0.24.04.3"
-      },
-      {
-        "name": "bind9-libs",
-        "from": "1:9.18.39-0ubuntu0.24.04.2",
-        "to": "1:9.18.39-0ubuntu0.24.04.3"
-      },
-      {
-        "name": "nodejs",
-        "from": "22.22.1-1nodesource1",
-        "to": "22.22.2-1nodesource1"
-      },
-      {
-        "name": "ubuntu-drivers-common",
-        "from": "1:0.9.7.6ubuntu3.5",
-        "to": "1:0.9.7.6ubuntu3.6"
-      }
-    ],
-    "updated": true,
-    "reboot_required": false
-  },
-  "mission_control": {
-    "before": "v2.0.1",
-    "latest": "v2.0.1",
-    "updated": false
-  },
-  "caddy_pi": {
-    "result": "\"No user sessions are running outdated binaries.\n\nNo VM guests are running outdated hypervisor (qemu) binaries on this host.\nupgraded:4\ncaddyfile:unchanged\nreboot:no\""
-  },
-  "gateway_restarted": false
-}

memory/working-context.md

@@ -1,71 +1,75 @@
-# Working Context — 2026-03-25
+# Working Context — 2026-03-26
 
 *Generated by nightly maintenance cron*
 
 ## Current Status
-- **Date:** Wednesday, March 25, 2026
+- **Date:** Thursday, March 26, 2026
 - **Time:** 9:00 PM ET (nightly maintenance window)
-- **Active Session:** Full day — morning briefing (9:45 AM), afternoon/evening session with significant MC pipeline work
+- **Active Session:** Full day — Rozemarijn (Roos) study session + evening briefing
 
 ## Active Projects
 
-### 1. Mission Control (MC) — Agent Pipeline Major Improvements
+### 1. Rozemarijn (Roos) — Real Estate Research Exam Prep
-- **Engineer prompt updated** (`buildTaskPrompt()`): Added "Before You Start" section — read files first, understand before coding. `BLOCKED: <reason>` response for impossible/unclear tasks (prevents hallucinated code).
+**Exam:** Thursday, April 2, 2026 — 2 hours, University of Groningen
-- **BLOCKED detection**: Engineer tasks that return `BLOCKED:` move to `blocked` status, not `review`.
-- **QA prompt updated** (`buildReviewPrompt()`): Actually verifies files, checks BLOCKED responses, gives specific rejection feedback.
-- **AQA (Automated QA)**: New `runAqaReviews()` function — runs `go test ./...` on Clavitor tasks before Aegis review. Pass → `quality_review`, Fail → bounce to engineer with test output.
-- **Projects linked to codebases**: Added `metadata` JSON with `repo_path`, `test_cmd`, `lang` for inou and clavitor.
 
-### 2. Clavitor — Credential Issuance Infrastructure
+**Today's Progress (10:20 AM – 5:38 PM):**
-- **Test status**: 3 pre-existing failing tests (config/env issues, not code bugs):
+- ✅ **Lecture 7 COMPLETED** — Functional forms, endogeneity, IV/2SLS, Durbin-Wu-Hausman test, Chow test, interactions
-  - `TestTierIsolationDB` — expects 201, gets 401 (Invalid L1 key)
+- 🔄 **Lecture 8 IN PROGRESS** — Slide 17 of 24 (4 tests overview: F-test, Chow, White's, RESET)
-  - `TestCollectPayload` — version should not be empty
-  - `TestPostTelemetry` — expected Bearer secret-token, got ""
-- Related to C-055 (module rename). Engineer needs to fix these before AQA can pass.
-- AQA now runs automatically on engineer-completed Clavitor tasks.
 
-### 3. Linda — Agent for Jacques (Johan's Son)
+**Key concepts covered today:**
-- Created `/home/johan/linda/` workspace with `SOUL.md` + `USER.md`
+- TRUE model vs restricted/unrestricted models
-- Jacques: MSc International Finance, Tilburg NL, considering AI consulting for SMBs
+- Chow test full calculation (wage differentials example, F=1.30, reject H₀)
-- Linda persona: warm, direct, bilingual NL/EN, finance+AI consulting focus
+- CLRM assumptions A1–A5 (consistency vs efficiency tradeoffs)
-- Added to `openclaw.json` (model: Sonnet 4.6)
+- Weak instrument test (F-statistic > 10 rule)
-- **PENDING**: Discord bot token needed — Johan to create at discord.com/developers
+- Always-show-formulas preference established
 
-### 4. Rozemarijn — Study Bot for Roos (Johan's Daughter)
+**Still to cover (Lecture 8):**
-- Roos (born June 11 1998) — last exam of master's program: **Real Estate Research**
+- Slide 18: F-test statistic formula
-- Uploaded summary .xlsx: statistics, OLS, hedonic pricing, discrete choice models, Stata, R
+- Slides 19-20: White's test for heteroskedasticity
-- Requested: overhoor-bot (quiz) with Stata focus (her weak point)
+- Slides 21-24: Cross-sectional workflow + formative exercises
-- Status: Waiting for practice exams before starting sessions
-- **Note**: Family — treat with care
 
-## Infrastructure Fixes
+**Roos' notation preferences (STRICT — always follow μ not ε):**
+1. E(μₜ) = 0
+2. var(μₜ) = σ² < ∞
+3. cov(μᵢ, μⱼ) = 0
+4. cov(μₜ, xₜ) = 0
+5. μₜ ~ N(0, σ²)
 
-### Zurich SSH Connect Time (Major Win)
+**Social commitments noted:** Paradiso performance Friday evening, concert Saturday evening
-- **Root cause**: `UseDNS yes` on Zurich's sshd_config — reverse DNS lookup timing out
+
-- **Fix applied**: `UseDNS no` + `GSSAPIAuthentication no`, `ControlMaster auto`, `ControlPersist 600`
+### 2. Mission Control (MC) — Agent Pipeline
-- **Result**: 27s → 0.3s connect time
+**Status:** Stable, monitoring engineer task outcomes with AQA pipeline
+- AQA (Automated QA) runs `go test ./...` on Clavitor tasks before Aegis review
+- BLOCKED detection moves tasks to blocked status (not review)
+- Project metadata with repo_path, test_cmd, lang for inou/clavitor
+
+### 3. Clavitor — Credential Issuance Infrastructure
+**Status:** 3 pre-existing failing tests (C-055 module rename related)
+- TestTierIsolationDB, TestCollectPayload, TestPostTelemetry
+- Engineer needs to fix before AQA can pass
+
+### 4. Linda — Agent for Jacques
+**Status:** PENDING — Discord bot token still needed from Johan
+- Workspace ready at /home/johan/linda/
+- Added to openclaw.json (Sonnet 4.6)
 
 ## Open Threads / Pending Decisions
 
-1. **Linda bot token** — Johan to create Discord bot app
+1. **Roos study continuation** — Resume Lecture 8 tomorrow (formative exercises critical)
-2. **Clavitor test fixes** — Engineer needs to fix 3 failing tests (C-055 related)
+2. **Linda bot token** — Johan to create Discord bot app when convenient
-3. **MC agent workspace** — Engineer workspace was `/home/johan/clawd` (wrong), should use own workspace. Stateless dispatch is fine for now.
+3. **Clavitor test fixes** — Waiting on engineer to resolve 3 failing tests
-4. **Roos practice exams** — Waiting for her to provide before building quiz bot
+4. **CLRM drilling** — Roos needs A1, A2, A3, A5 memorized before exam
 
 ## Today's Significant Events
-- Morning briefing generated (9:45 AM)
+- All-day study session with Roos (Lecture 7 complete, Lecture 8 partial)
-- Afternoon/evening session: Major MC pipeline improvements (AQA, BLOCKED detection, project metadata)
+- Evening briefing generated and posted (market selloff, Claude Code v2, Trump/Iran)
-- Zurich SSH latency fixed (27s → 0.3s)
+- Nightly maintenance running (this cron job)
-- Linda agent created for Jacques
-- Rozemarijn (Roos) study bot request received
-- OpenClaw updated: 2026.3.23-2 → 2026.3.24
-- Claude Code updated via npm
 
 ## Notes for Tomorrow
 - Main session gets fresh start after 9PM gateway restart
 - Sophia care continues — night shift 10:30 PM – 5:00 AM
-- Monitor engineer task outcomes with new AQA pipeline
+- Resume Rozemarijn study session (finish Lecture 8, formative exercises)
-- Linda token pending from Johan
+- Consider CLRM flashcards/drilling for Roos
 
 ---
-*Context compiled from memory/2026-03-25.md and MEMORY.md*
+*Context compiled from memory/2026-03-26.md*