Perplexity Pro — Web-grounded research with citations

Use this skill for any task that needs current web data with citations, multi-step reasoning, or comprehensive research reports.

When to use this skill

Trigger on any of these patterns:

  • User asks for “current” / “latest” / “today’s” / “recent” data on anything
  • User asks “research X” or “find sources on Y”
  • Question requires real-time facts (rates, prices, market conditions, news, vendor changes)
  • User asks for a “comprehensive” / “detailed” / “deep dive” report → use deep_research mode
  • Hard analytical question with multiple steps → use reason mode
  • Quick lookup → use ask mode (free, no quota cost)

Four modes

ModeCostLatencyWhen
askFree (no Pro query)~3-6sQuick fact lookup
search1 Pro query~6-15sStandard search w/ model choice + sources
reason1 Pro query~10-25sHard analytical, multi-step
deep_research1 Pro query~30-90sMulti-source agentic, comprehensive report

Smoke test

cd /home/opsadmin/.openclaw/tools/perplexity-cookie-session
set -a && source /home/opsadmin/.openclaw/master.env && set +a
./venv/bin/python3 test_session.py

Invokes / Invoked by

Invokes: SKILL, SKILL Invoked by: _summary, _summary, _summary