comulytic（comulytic 搜索）

Comulytic Skill

Query meetings, contacts, action items, and conversations from Comulytic.

When to Use

✅ USE this skill when:

• "Show my recent meetings"
• "What did we discuss with [person]?"
• "Any overdue action items?"
• "Search conversations about [topic]"
• "Get the transcript for [meeting]"
• "What's [contact]'s profile?"

When NOT to Use

❌ DON'T use this skill when:

• Scheduling new meetings → use calendar
• Sending messages → use messaging tools
• Editing contacts → use Comulytic app

Setup (one-time)

~/.openclaw/skills/comulytic/scripts/comulytic-login.py

User enters email + password, script auto-completes OAuth and saves the token.

Auth Token

Read the token before making any call. Check env var first, then file:

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"

If empty, tell the user to run the login command above, or set the COMULYTIC_MCP_TOKEN environment variable.

API Pattern

All calls use one endpoint with JSON-RPC 2.0. Always read the token first using the Auth Token pattern above:

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"TOOL","arguments":{ARGS}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Tools

meetings/search — Search meetings

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"

# Recent meetings
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"meetings/search","arguments":{"limit":10}}}' \
  | jq '.result.content[0].text' -r | jq '.'

# By keyword
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"meetings/search","arguments":{"query":"KEYWORD","limit":5}}}' \
  | jq '.result.content[0].text' -r | jq '.'

# By date range
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"meetings/search","arguments":{"date_from":"2025-03-01","date_to":"2025-03-31"}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: query, date_from/date_to (YYYY-MM-DD), contact_id, limit (max 50), cursor.

meetings/detail — Meeting detail or transcript

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"

# Summary
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"meetings/detail","arguments":{"meeting_id":"ID"}}}' \
  | jq '.result.content[0].text' -r | jq '.'

# Full transcript
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"meetings/detail","arguments":{"meeting_id":"ID","detail_level":"full"}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: meeting_id (required), detail_level (summary|detailed|full).

contacts/profile — Contact info

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"contacts/profile","arguments":{"contact_id":"ID","include_insights":true}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: contact_id (required), include_insights (boolean).

contacts/history — Meeting history with a contact

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"contacts/history","arguments":{"contact_id":"ID","limit":10}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: contact_id (required), date_from, limit (max 30).

conversations/search — Full-text search

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"conversations/search","arguments":{"query":"KEYWORD","limit":10}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: query (required), date_from/date_to, contact_id, limit (max 20).

actions/pending — Pending action items

COMULYTIC_MCP_TOKEN="${COMULYTIC_MCP_TOKEN:-$(python3 -c "import json; print(json.load(open('$HOME/.comulytic/mcp-token.json'))['access_token'])" 2>/dev/null)}"

# All pending
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"actions/pending","arguments":{"status":"pending","limit":20}}}' \
  | jq '.result.content[0].text' -r | jq '.'

# Overdue only
curl -s -X POST https://api.comulytic.ai/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMULYTIC_MCP_TOKEN" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"actions/pending","arguments":{"status":"overdue"}}}' \
  | jq '.result.content[0].text' -r | jq '.'

Args: status (pending|overdue|all), contact_id, priority, limit (max 50).

Workflow

1. meetings/search → find meetings → get meeting_id
2. meetings/detail with meeting_id → get summary or transcript
3. contacts/history with contact_id → all meetings with that person
4. conversations/search → find what was said about a topic

Error Handling

• If token read fails → tell user to run ~/.openclaw/skills/comulytic/scripts/comulytic-login.py
• If API returns 401 → token expired, run login again
• Empty results are normal (user has no matching data)
• Never guess meeting_id or contact_id — always get from search results