Community编程与开发github.com

tavily

Tavily web search, content extraction, and research tools.

兼容平台~Claude Code~Codex CLI~Cursor
npx add-skill https://github.com/clawdbot/clawdbot/tree/main/extensions/tavily/skills/tavily

Tavily Tools

When to use which tool

NeedToolWhen
Quick web searchweb_searchBasic queries, no special options needed
Search with advanced optionstavily_searchNeed depth, topic, domain filters, time ranges, or AI answers
Extract content from URLstavily_extractHave specific URLs, need their content

web_search

Tavily powers this automatically when selected as the search provider. Use for straightforward queries where you don't need Tavily-specific options.

ParameterDescription
querySearch query string
countNumber of results (1-20)

tavily_search

Use when you need fine-grained control over search behavior.

ParameterDescription
querySearch query string (keep under 400 characters)
search_depthbasic (default, balanced) or advanced (highest relevance, slower)
topicgeneral (default), news (real-time updates), or finance
max_resultsNumber of results, 1-20 (default: 5)
include_answerInclude an AI-generated answer summary (default: false)
time_rangeFilter by recency: day, week, month, or year
include_domainsArray of domains to restrict results to
exclude_domainsArray of domains to exclude from results

Search depth

DepthSpeedRelevanceBest for
basicFasterHighGeneral-purpose queries (default)
advancedSlowerHighestPrecision, specific facts, detailed research

Tips

  • Keep queries under 400 characters — think search query, not prompt.
  • Break complex queries into sub-queries for better results.
  • Use include_domains to focus on trusted sources.
  • Use time_range for recent information (news, current events).
  • Use include_answer when you need a quick synthesized answer.

tavily_extract

Use when you have specific URLs and need their content. Handles JavaScript-rendered pages and returns clean markdown. Supports query-focused chunking for targeted extraction.

ParameterDescription
urlsArray of URLs to extract (1-20 per request)
queryRerank extracted chunks by relevance to this query
extract_depthbasic (default, fast) or advanced (for JS-heavy pages, tables)
chunks_per_sourceChunks per URL, 1-5 (requires query)
include_imagesInclude image URLs in results (default: false)

Extract depth

DepthWhen to use
basicSimple pages — try this first
advancedJS-rendered SPAs, dynamic content, tables, embedded content

Tips

  • Max 20 URLs per request — batch larger lists into multiple calls.
  • Use query + chunks_per_source to get only relevant content instead of full pages.
  • Try basic first, fall back to advanced if content is missing or incomplete.
  • If tavily_search results already contain the snippets you need, skip the extract step.

Choosing the right workflow

Follow this escalation pattern — start simple, escalate only when needed:

  1. web_search — Quick lookup, no special options needed.
  2. tavily_search — Need depth control, topic filtering, domain filters, time ranges, or AI answers.
  3. tavily_extract — Have specific URLs, need their full content or targeted chunks.

Combine search + extract when you need to find pages first, then get their full content.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

1password

Set up and use 1Password CLI for sign-in, desktop integration, and reading or injecting secrets.

acp-router

Route plain-language requests for Claude Code, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or explicit ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation. Codex chat binding defaults to the native Codex app-server plugin unless ACP is explicit or background spawn needs ACP.

agent-transcript

Add a redacted agent transcript section to GitHub PR or issue bodies during OpenClaw agent-created PR/issue workflows.

apple-notes

Create, view, edit, delete, search, move, or export Apple Notes via the memo CLI on macOS.

apple-reminders

List, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.

autoreview

Auto Review closeout. Codex review is the default when no engine is set and is the recommended reviewer.

bear-notes

Create, search, and manage Bear notes via grizzly CLI.

blacksmith-testbox

Run Blacksmith Testbox for CI-parity checks, secrets, hosted services, migrations, or builds local cannot reproduce.

blogwatcher

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

blucli

BluOS CLI (blu) for discovery, playback, grouping, and volume.

bluebubbles

Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.

browser-automation

Use when controlling web pages with the OpenClaw browser tool, especially multi-step flows, login checks, tab management, or recovery from stale refs/timeouts.

camsnap

Capture frames or clips from RTSP/ONVIF cameras.

canvas

Present HTML on connected OpenClaw node canvases, navigate/eval/snapshot, and debug canvas host URLs.

channel-message-flows

Use when previewing local channel message flow fixtures.

clawdtributor

Use for OpenClaw clawtributors PR/issue triage: Discrawl discovery, live-open rechecks, deep review, topic grouping, and compact @handle/LOC/type/blast/verification summaries.

clawhub

Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.

clawsweeper

Use for all ClawSweeper work: OpenClaw issue/PR sweep reports, commit-review reports, repair jobs, cloud fix PRs, @clawsweeper maintainer mention commands, trusted ClawSweeper-reviewed autofix/automerge, GitHub Actions monitoring, permissions, gates, and manual backfills.

clownfish-cloud-pr

Use when launching Clownfish in GitHub Actions to create or update one guarded GitHub implementation PR from issue/PR refs, a ClawSweeper report, a custom maintainer prompt, or to opt an existing Clownfish PR into ClawSweeper-reviewed cloud automerge.

codex-review

Codex code review closeout: local dirty changes, PR branch vs main, parallel tests.

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