Scribe

Scans OpenClaw logs, config files, chat history, cursor history, behavior, desires, tastes, and drafts to take comprehensive daily and weekly notes with summaries.

Scribe | OpenClaw Skill

Comprehensive note-taking system that scans multiple OpenClaw data sources to generate daily and weekly notes with summaries.

Description

Scribe automatically scans and analyzes:

• OpenClaw logs - Errors, warnings, gateway events, subagent activity
• Config files - Model preferences, gateway settings, agent configurations
• Chat history - Cursor IDE chat messages from SQLite databases
• Cursor history - Workspace-specific conversation history
• Memory files - Daily notes and long-term memory (MEMORY.md)
• Behavior files - BEHAVIOR.md, DESIRES.md, TASTES.md, PREFERENCES.md
• Drafts - Blog posts, tweets, and other draft files

Generates structured markdown notes with summaries at the top of each file.

Installation

clawhub install scribe

Or clone into your skills directory:

git clone https://github.com/Org/scribe.git workspace/skills/scribe

Usage

Daily Notes

Generate a daily note covering the last 24 hours:

python3 workspace/skills/scribe/scripts/scribe.py --mode daily

Weekly Notes

Generate a weekly note covering the last 7 days:

python3 workspace/skills/scribe/scripts/scribe.py --mode weekly

Both Daily and Weekly

Generate both notes at once:

python3 workspace/skills/scribe/scripts/scribe.py --mode both

JSON Output

Get results in JSON format:

python3 workspace/skills/scribe/scripts/scribe.py --mode daily --json

Examples

Example 1: Daily Note Generation
Scenario: You want a daily summary of OpenClaw activity.
Action: Run python3 workspace/skills/scribe/scripts/scribe.py --mode daily.
Outcome: A markdown file workspace/Notes/daily/YYYY-MM-DD.md with a summary at the top, followed by detailed sections for logs, chat history, memory, drafts, behavior, and config.

Example 2: Weekly Summary
Scenario: You want a weekly overview of patterns and trends.
Action: Run python3 workspace/skills/scribe/scripts/scribe.py --mode weekly.
Outcome: A markdown file workspace/Notes/weekly/YYYY-MM-DD.md with weekly statistics, trends, and activity summaries.

Example 3: Cron Job Integration
Scenario: Automate daily note generation.
Action: Add a cron job that runs scribe.py --mode daily every day at midnight.
Outcome: Daily notes are automatically generated and saved to workspace/Notes/daily/.

Commands

python3 workspace/skills/scribe/scripts/scribe.py --mode daily    # Generate daily note
python3 workspace/skills/scribe/scripts/scribe.py --mode weekly   # Generate weekly note
python3 workspace/skills/scribe/scripts/scribe.py --mode both     # Generate both
python3 workspace/skills/scribe/scripts/scribe.py --mode daily --json  # JSON output
python3 workspace/skills/scribe/scripts/scribe.py --openclaw-home /path/to/openclaw  # Custom home directory

• --mode — Choose daily, weekly, or both (default: daily)
• --json — Output results in JSON format instead of markdown files
• --openclaw-home — Specify OpenClaw home directory (default: ~/.openclaw)

What this skill does

1. Scans logs - Analyzes all .log files in logs/ directory for errors, warnings, gateway events, and subagent spawns
2. Reads config - Extracts model preferences, gateway settings, and agent configurations from openclaw.json
3. Extracts chat history - Queries Cursor's SQLite databases (state.vscdb) for recent chat messages
4. Scans memory files - Reads daily notes (memory/YYYY-MM-DD.md) and long-term memory (MEMORY.md)
5. Finds drafts - Searches for draft files matching patterns like *draft*.txt, *draft*.md, blog/**/*.md, tweet*.txt
6. Reads behavior files - Looks for BEHAVIOR.md, DESIRES.md, TASTES.md, PREFERENCES.md
7. Generates notes - Creates structured markdown files with summaries at the top
8. Saves to Notes - Writes daily notes to workspace/Notes/daily/YYYY-MM-DD.md and weekly notes to workspace/Notes/weekly/YYYY-MM-DD.md

Output Format

Daily Note Structure

# Daily Summary - YYYY-MM-DD HH:MM:SS

- **Logs**: X errors, Y warnings
- **Gateway Events**: Z events
- **Subagent Activity**: N spawns
- **Chat Messages**: M messages
- **Daily Notes**: K files
- **Drafts**: L draft files
- **Config**: Loaded successfully

---

# Daily Note

## Logs
### Errors (X)
- [error details]

### Warnings (Y)
- [warning details]

## Chat History
Found M messages in the last 24 hours.
### User (X messages)
- [message previews]

## Memory Files
### Daily Notes (K)
- **YYYY-MM-DD**: [content preview]

## Drafts
### [draft path]
- Size: X bytes
- Modified: [timestamp]
- Preview: [content preview]

## Behavior & Preferences
### Behavior Files
- **BEHAVIOR.md**: [content preview]

## Configuration
### Model Preferences
- Default: [model]
- Aliases: X configured

Weekly Note Structure

# Weekly Summary - YYYY-MM-DD HH:MM:SS

[Summary statistics]

---

# Weekly Note - YYYY-MM-DD to YYYY-MM-DD

## Weekly Summary
- **Total Errors**: X
- **Total Warnings**: Y
- **Gateway Events**: Z
- **Subagent Spawns**: N

## Chat Activity (M messages)
- **User**: X messages
- **Assistant**: Y messages

## Memory Activity (K daily notes)
- **YYYY-MM-DD**: X bytes

## Drafts (L files)
- **[path]**: X bytes (modified: [timestamp])

## Trends & Patterns
- ⚠️ **Error Rate**: X errors this week
- 🤖 **Subagent Activity**: N spawns this week
- 💬 **Chat Activity**: M messages this week

Requirements

• Python 3.7+
• OpenClaw installation with ~/.openclaw directory structure
• Cursor IDE installed (for chat history scanning)
• SQLite3 available (usually pre-installed on macOS)
• Write access to workspace/Notes/ directory

Integration as a Cron Job

Example Cron Job Configuration:

{
  "payload": {
    "kind": "agentTurn",
    "message": "Run scribe.py --mode daily to generate daily notes.",
    "model": "openrouter/google/gemini-2.5-flash",
    "thinking": "low",
    "timeoutSeconds": 300
  },
  "schedule": {
    "kind": "cron",
    "cron": "0 0 * * *"
  },
  "delivery": {
    "mode": "announce"
  },
  "sessionTarget": "isolated",
  "name": "Daily Scribe Note"
}

Or run directly via shell script:

# Add to crontab (crontab -e)
# Run daily at midnight
0 0 * * * /Users/ghost/.openclaw/workspace/skills/scribe/scripts/scribe.py --mode daily >> /Users/ghost/.openclaw/logs/scribe.log 2>&1

Security & Privacy

• File access: Reads openclaw.json (config only, no secrets), logs/*.log, memory/*.md, and Cursor SQLite databases
• No data exfiltration: All data stays local; notes are saved to workspace/Notes/ directory
• Safe execution: Uses read-only access to config and logs; only writes to workspace/Notes/daily/ and workspace/Notes/weekly/ directories

Limitations

• Chat history extraction depends on Cursor's database schema (may need updates if Cursor changes storage format)
• Draft file detection uses pattern matching; may miss files with non-standard naming
• Behavior file detection looks for common filenames; custom locations may not be found
• Large log files may take time to process