codex-deep-search

Deep web search using Codex CLI for complex queries that need multi-source synthesis. Use when web_search (Brave) returns insufficient results, when the user asks for in-depth research, comprehensive analysis, or says "deep search", "详细搜索", "帮我查一下", or when a topic needs following multiple links and cross-referencing sources.

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Install skill "codex-deep-search" with this command: npx skills add jiangwzh/codex-deep-search

Codex Deep Search

Use Codex CLI's web search capability for research tasks needing more depth than Brave API snippets.

When to Prefer Over web_search

  • Complex/niche topics needing multi-source synthesis
  • User explicitly asks for thorough/deep research
  • Brave results are too shallow or missing context

Usage

Dispatch Mode (recommended — background + callback)

nohup bash /home/ubuntu/clawd/skills/codex-deep-search/scripts/search.sh \
  --prompt "Your research query" \
  --task-name "notebooklm-research" \
  --telegram-group "-5006066016" \
  --timeout 120 > /tmp/codex-search.log 2>&1 &

After dispatch: tell user search is running, results will arrive via Telegram. Do NOT poll.

Synchronous Mode (short queries only)

bash /home/ubuntu/clawd/skills/codex-deep-search/scripts/search.sh \
  --prompt "Quick factual query" \
  --output "/tmp/search-result.md" \
  --timeout 60

Then read the output file and summarize.

Parameters

FlagRequiredDefaultDescription
--promptYesResearch query
--outputNodata/codex-search-results/<task>.mdOutput file path
--task-nameNosearch-<timestamp>Task identifier
--telegram-groupNoTelegram chat ID for callback
--modelNogpt-5.3-codexModel override
--timeoutNo120Seconds before auto-stop

Result Files

FileContent
data/codex-search-results/<task>.mdSearch report (incremental)
data/codex-search-results/latest-meta.jsonTask metadata + status
data/codex-search-results/task-output.txtRaw Codex output

Key Design

  • Incremental writes — results saved after each search round, survives OOM/timeout
  • Low reasoning effort — reduces memory, prevents OOM SIGKILL
  • Timeout protection — auto-stops runaway searches
  • Dispatch pattern — background execution with Telegram callback, no polling

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