4-layer recall procedure (durable → semantic → PostgreSQL → daily notes) before claiming "no context". Invoke when user explicitly asks "do you remember", "what did we discuss about X", "search history". NOT a general assistant — only fires when recall is the explicit task. Drop the prior "use proactively" rule. Triggers: "do you remember", "what did we discuss", "when did", "find that conversation about".
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Rule: Never say "I don't have context" without searching all sources first.
memory_search(query="<topic>")
Searches MEMORY.md + memory/*.md + indexed session transcripts.
python3 tools/session_search.py "<query>" --limit 10 --days 30
Full-text search across SQLite FTS5 index, WhatsApp DB, and daily notes.
import os, psycopg2
conn = psycopg2.connect(os.environ['PA_DB_URL'])
cur = conn.cursor()
cur.execute("""
SELECT body, ts, chat_id, is_from_me
FROM messages
WHERE body ILIKE %s
AND ts > NOW() - INTERVAL '30 days'
ORDER BY ts DESC LIMIT 10
""", ('%keyword%',))
grep -rn "<keyword>" memory/daily/ | tail -20
grep -rn "<keyword>" memory/whatsapp/dms/*/context.md
memory/whatsapp/dms/まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Route and execute inter-PA coordination tasks in the OpenClaw multi-agent PA network. Triggers when: contacting another PA, passing a message between owners, broadcasting to a PA group, handling group lead/silence rules, or adding a new PA to the directory. NOT for: contact lookups (use contact-list skill), calendar invites (use meetings skill), or billing issues (use billing-monitor skill).
日本語の概要は準備中です。原文の説明を表示しています。
AI Personal Assistant network skill for multi-agent PA coordination. Use when: contacting another PA, coordinating with peer agents, scheduling meetings between owners, broadcasting messages to PA groups, or looking up contacts from the local PA directory. Reads contact data from data/pa-directory.json in the workspace.
日本語の概要は準備中です。原文の説明を表示しています。
AI Personal Assistant network skill. Use when: contacting another PA, coordinating with peer agents, scheduling meetings between owners, broadcasting messages, looking up contacts from the local PA directory, or performing any cross-PA task. Reads contact data from data/pa-directory.json in the workspace. Does NOT contain hardcoded contact data — each PA maintains their own directory file.
日本語の概要は準備中です。原文の説明を表示しています。
OpenClaw API gateway proxy for authenticated SaaS calls (100+ services in references/SERVICES.md). Use ONLY when making an HTTP request to a third-party service that requires the gateway's stored credentials. NOT for direct API calls with bearer tokens already in scope, NOT for monday.com (use monday-for-agents), NOT for WhatsApp (use heleni-whatsapp). Triggers: "call the X API", "fetch from <service>", "send to Slack via gateway", "use the gateway for".
日本語の概要は準備中です。原文の説明を表示しています。
Automatically creates new skills from complex problem-solving sessions. Triggers at the end of multi-step tasks that required novel approaches, debugging sessions, or workflow creation. Use when: a task took 3+ tool calls, involved a non-obvious solution, or established a pattern likely to recur. Also triggers on: "create a skill from this", "save this as a skill", "this should be a skill".
日本語の概要は準備中です。原文の説明を表示しています。
Monitor for API billing errors and alert the owner and admin immediately. Use when: an API billing error is detected, a peer PA reports a billing error, or during routine health checks. Handles detection, notification, and fallback model switching. Model-agnostic: works with any LLM provider (Anthropic, OpenAI, Google, etc.).
日本語の概要は準備中です。原文の説明を表示しています。