type: custom

customType: model-snapshot

provider: zai

modelApi: openai-completions


type: message

role: user

type: text

text:
[cron:65100159-2726-45b8-bddd-8efe414a6988 total-recall-preconscious] Run Total Recall Preconscious Selector to update the priority buffer. Execute: bash ~/.openclaw/shared/total-recall/scripts/preconscious-select.sh
Current time: Saturday, March 7th, 2026 — 2:02 AM (UTC)

Return your summary as plain text; it will be delivered automatically. If the task explicitly calls for messaging a specific external recipient, note who/where it should go instead of sending it yourself.


role: assistant

type: thinking

thinking:
This is a cron task asking me to run the Total Recall Preconscious Selector script. The user wants me to execute a bash script that updates the priority buffer.

Let me run the script as requested.

exec

type: toolCall

api: openai-completions

stopReason: toolUse


role: toolResult

toolName: exec

text: (no output)

status: completed


thinking: The script ran successfully with no output. Let me check what the script is supposed to do and verify it worked by reading the preconscious buffer it should have updated.


toolName: read

text:
# Preconscious Buffer
# Top priority items for immediate attention
# Updated: 2026-03-06 20:55

### [0.90] Active: Memory Systems Setup
- QMD: 1,277 files indexed, 3,667 vectors
- Mem0: HTTP service on port 8768
- MemLayer: 3,298 memories at fred:10888
- Total Recall: Initializing

### [0.85] Infrastructure Status
- All systems operational on fred
- Embedding model: embeddinggemma-300m @ localhost:9069
- Compaction buffer: 100k tokens

### [0.75] Active Projects
- Memory system consolidation across all agents
- Slack integration planning

---
*This buffer is injected into agent sessions*


thinking:
Hmm, the file shows it was last updated at 2026-03-06 20:55, which is over 5 hours ago. The script ran but may not have produced output or updated the file. Let me check if there's an issue with the script or if it needs to be run differently.

Let me check the script itself to understand what it should do.


text:
#!/bin/bash
# Preconscious Buffer Selector - Maintains top priority items for session injection
# Runs periodically to select and score recent insights

set -euo pipefail

RECALL_DIR="${OPENCLAW_WORKSPACE:-$HOME/.openclaw/shared/total-recall}"
MEMORY_DIR="$RECALL_DIR/memory"
OBSERVATIONS="$MEMORY_DIR/observations.md"
PRECONSCIOUS="$MEMORY_DIR/preconscious-buffer.md"
EVENT_BUS="$MEMORY_DIR/events/bus.jsonl"
LOGS_DIR="$RECALL_DIR/logs"

MAX_ITEMS=${PRECONSCIOUS_MAX_ITEMS:-10}
MODEL=${CLASSIFICATION_MODEL:-qwen3.5-35b-a3b}
API_URL=${LLM_BASE_URL:-http://localhost:9069/v1}
API_KEY=${LLM_API_KEY:-local}

mkdir -p "$MEMORY_DIR" "$LOGS_DIR"

# Collect recent high-priority items
RECENT_HIGH=""
if [[ -f "$OBSERVATIONS" ]]; then
    # Get last 100 lines, filter for HIGH priority
        RECENT_HIGH=$(grep -E "^\[HIGH\]" "$OBSERVATIONS" 2>/dev/null | tail -20) || true
fi

# Collect recent events from bus
RECENT_EVENTS=""
if [[ -f "$EVENT_BUS" ]]; then
    RECENT_EVENTS=$(tail -50 "$EVENT_BUS" 2>/dev/null)
fi

if [[ -z "$RECENT_HIGH" && -z "$RECENT_EVENTS" ]]; then
    echo "[$(date)] No items to process" >> "$LOGS_DIR/preconscious.log"
    exit 0
fi

# Score and select top items
SELECT_PROMPT="You are a priority selector. Given recent observations and events, select the TOP $MAX_ITEMS most important items.

Rules:
- Prefer actionable items over passive facts
- Prefer recent over old
- Prefer HIGH priority
- Group related items
- Score each item 0.0-1.0

Format for each item:
### [SCORE] Title
- Details
- Source: where it came from

Recent HIGH priority observations:
$RECENT_HIGH

Recent events:
$RECENT_EVENTS

Output top $MAX_ITEMS items:"

SELECTED=$(curl -s "$API_URL/chat/completions" \
    -H "Content-Type: application/json" \
    -H "Authorization: Bearer $API_KEY" \
    -d "{
        \"model\": \"$MODEL\",
        \"messages\": [{\"role\": \"user\", \"content\": $(echo "$SELECT_PROMPT" | jq -Rs .)}],
        \"max_tokens\": 1500,
        \"temperature\": 0.2
    }" | jq -r '.choices[0].message.content' 2>/dev/null)

if [[ -n "$SELECTED" ]]; then
    # Write preconscious buffer
    cat > "$PRECONSCIOUS" << EOF
# Preconscious Buffer
# Auto-generated: $(date)
# Top $MAX_ITEMS priority items for immediate attention

$SELECTED

---
*This buffer is injected into agent sessions on startup/heartbeat*
EOF
    echo "[$(date)] Updated preconscious buffer" >> "$LOGS_DIR/preconscious.log"
else
    echo "[$(date)] No items selected" >> "$LOGS_DIR/preconscious.log"
fi


thinking:
I see the script. It:
1. Collects recent HIGH priority observations from observations.md
2. Collects recent events from events/bus.jsonl
3. If both are empty, it logs "No items to process" and exits
4. Otherwise it uses an LLM to score and select top items

Since the script ran with no output, it likely found no items to process. Let me check the observations file and event bus to confirm.

command: tail -20 ~/.openclaw/shared/total-recall/logs/preconscious.log 2>/dev/null || echo "No log file"


text:
# Observations Log
# Auto-generated by Total Recall Observer
# Format: [PRIORITY] TYPE: observation

## 2026-03-06 20:55 Session Start

[MEDIUM] EVENT: Total Recall system initialized
[FACT] SYSTEM: Memory architecture includes QMD, Mem0, MemLayer, Total Recall
[PREFERENCE] USER: Chad prefers dark mode in all applications
[PREFERENCE] USER: Direct communication, no filler
[FACT] INFRASTRUCTURE: Fred server runs OpenClaw on port 18789
[FACT] INFRASTRUCTURE: Local embeddings on port 9069 (embeddinggemma-300m)
[RULE] MEMORY: All agents use grepai for code search, QMD for memory search


text:
[Fri Mar  6 21:31:51 UTC 2026] No items to process
[Fri Mar  6 21:45:21 UTC 2026] No items to process
[Fri Mar  6 22:00:22 UTC 2026] No items to process
[Fri Mar  6 22:15:20 UTC 2026] No items to process
[Fri Mar  6 22:30:18 UTC 2026] No items to process
[Fri Mar  6 22:45:27 UTC 2026] No items to process
[Fri Mar  6 23:00:28 UTC 2026] No items to process
[Fri Mar  6 23:15:25 UTC 2026] No items to process
[Fri Mar  6 23:30:15 UTC 2026] No items to process
[Fri Mar  6 23:46:01 UTC 2026] No items to process
[Sat Mar  7 00:00:26 UTC 2026] No items to process
[Sat Mar  7 00:15:28 UTC 2026] No items to process
[Sat Mar  7 00:30:30 UTC 2026] No items to process
[Sat Mar  7 00:45:24 UTC 2026] No items to process
[Sat Mar  7 01:02:24 UTC 2026] No items to process
[Sat Mar  7 01:17:04 UTC 2026] No items to process
[Sat Mar  7 01:31:04 UTC 2026] No items to process
[Sat Mar  7 01:45:40 UTC 2026] No items to process
[Sat Mar  7 02:02:30 UTC 2026] No items to process


thinking:
I see - the script is running correctly but there are no HIGH priority items to process. The observations file only has MEDIUM, FACT, PREFERENCE, and RULE items - no [HIGH] items. And looking at the script logic, it only looks for lines starting with "[HIGH]" in observations.

Also, I should check if the events bus exists. But based on the log, it's clear the script is working as designed - it just has no qualifying items to process.

Let me provide a summary for the cron result.

text:
**Total Recall Preconscious Selector — Complete**

- **Script:** `preconscious-select.sh` executed successfully
- **Result:** No items to process (no `[HIGH]` priority observations or recent events)
- **Buffer:** Unchanged from 2026-03-06 20:55

**Current Preconscious Buffer Contents:**
- Memory Systems Setup (0.90) — QMD, Mem0, MemLayer operational
- Infrastructure Status (0.85) — All systems healthy on fred
- Active Projects (0.75) — Memory consolidation, Slack integration planning

The observation collector only has MEDIUM/FACT items; no HIGH-priority observations have been logged since initialization.

stopReason: stop