Full memory pipeline for OpenClaw agents. Three components that work together:
session transcripts
↓ scribe.js (hourly system cron)
memory/YYYY-MM-DD.md
↓ ingest.js (every 2h system cron)
Supermemory (containerTag per agent)
↓ recall.js (session startup)
enriched context
No gateway involvement. No context bloat. Fully automated.
scribe.js sends conversation transcript content to an external LLM (OpenAI or Anthropic) for summarization. If your sessions contain secrets, API keys, or PII — be aware that content will be sent to the provider. Use a dedicated low-privilege API key with spend limits.
# Install dependencies
cd /path/to/skills/synthetic-supermemory && npm install
# Store keys securely (do NOT put secrets in crontab)
mkdir -p ~/.openclaw/secrets
echo "sk-your-openai-key" > ~/.openclaw/secrets/scribe-key && chmod 600 ~/.openclaw/secrets/scribe-key
echo "sm-your-supermemory-key" > ~/.openclaw/secrets/supermemory-key && chmod 600 ~/.openclaw/secrets/supermemory-key
# Test scribe (dry-run)
SUPERMEMORY_API_KEY=$(cat ~/.openclaw/secrets/supermemory-key) \
node scripts/scribe.js \
--agents-dir ~/.openclaw/agents \
--all-sessions \
--memory-dir ~/.openclaw/workspace/memory \
--api-key-file ~/.openclaw/secrets/scribe-key \
--dry-run
# Test recall
SUPERMEMORY_API_KEY=$(cat ~/.openclaw/secrets/supermemory-key) \
node scripts/recall.js --container my-agent
crontab -e)# Scribe active sessions hourly
0 * * * * SUPERMEMORY_API_KEY=$(cat ~/.openclaw/secrets/supermemory-key) node /path/to/synthetic-supermemory/scripts/scribe.js --agents-dir ~/.openclaw/agents --all-sessions --memory-dir ~/.openclaw/workspace/memory --api-key-file ~/.openclaw/secrets/scribe-key >> /tmp/scribe.log 2>&1
# Ingest changed memory files into Supermemory every 2 hours
0 */2 * * * SUPERMEMORY_API_KEY=$(cat ~/.openclaw/secrets/supermemory-key) node /path/to/synthetic-supermemory/scripts/ingest.js --dir ~/.openclaw/workspace/memory --container my-agent >> /tmp/ingest.log 2>&1
| Script | Purpose | Usage |
|---|---|---|
| -------- | --------- | ------- |
scribe.js | Summarize session transcripts → daily memory files + Supermemory | Hourly cron |
ingest.js | Ingest changed memory files → Supermemory (upsert, change-tracked) | Every 2h cron |
recall.js | Retrieve context at session startup | Session start |
add.js | Add a single memory from CLI or stdin | On demand |
search.js | Semantic search across memories | On demand |
| Flag | Description | Default |
|---|---|---|
| ------ | ------------- | --------- |
--agents-dir | OpenClaw agents directory | — |
--all-sessions | Scribe all recently active sessions | — |
--sessions | Single agent sessions directory | — |
--session-id | Specific session UUID | — |
--auto-session | Auto-resolve session by key suffix | — |
--memory-dir | Directory for daily memory files | required |
--provider | LLM provider: openai or anthropic | auto-detected |
--model | Summarization model | gpt-4o-mini |
--api-key-file | LLM API key file (600 permissions) | — |
--sm-container | Supermemory container override | --agent value |
--agent | Agent label for memory headers | agent |
--active-within-hours | Only scribe sessions active within window | 1 |
--min-turns | Minimum new turns before scribing | 3 |
--dry-run | Print without writing | false |
All take --container to namespace memories per agent.
# Ingest a directory
node scripts/ingest.js --dir ~/.openclaw/workspace/memory --container sapphire
# Recall context at session start
node scripts/recall.js --container sapphire --query "recent projects and identity"
# Add a one-off memory
node scripts/add.js --container sapphire --content "Kitsune prefers dark mode"
# Search
node scripts/search.js --container sapphire --query "TokTeam deployment"
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