Ultimate Search
ckckck/UltimateSearchSkill
双引擎网络搜索:Grok AI 搜索(实时联网+AI分析)+ Tavily 搜索(结构化结果+网页抓取). An agent skill from ckckck/UltimateSearchSkill.
OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction…
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2 --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .claude/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .agents/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .cursor/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .gemini/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .github/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install robbyczgw-cla/web-search-plus-plugin web-search-plus-plugin-v2 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "web-search-plus-plugin-v2" agent skill from https://github.com/robbyczgw-cla/web-search-plus-plugin/tree/main into .opencode/skills/web-search-plus-plugin-v2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-search-plus-plugin-v2", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
web-search-plus-plugin-v2OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction…
Web Search Plus Plugin V2 is an agent skill from robbyczgw-cla/web-search-plus-plugin. OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction, explicit-only Octen/TinyFish, optional separately installed DonSeTch through the OpenClaw host runner, process-local health, routing preferences, and extraction benchmarks. Registers five optional web tools.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 74 other files (for example `.github/workflows/ci.yml`, `CHANGELOG.md` and `CONTRIBUTING.md`).
It sits in Productivity & Automation, covering Web search. It works with Tavily. The repository describes itself as: OpenClaw plugin for multi-provider web search and extraction: 13 search providers, 6 extract providers, intelligent routing, quality reports, and research mode. The licence is MIT.
Read from SKILL.md and the folder at commit 0256aab. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships script files (JavaScript and TypeScript, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
npmFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
tinyfish.aiFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Web Search Plus Plugin V2 loads about 1.9k tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 777 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
source; this package does not discover `.env` files.Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from robbyczgw-cla/web-search-plus-plugin at commit 0256aab, republished under its MIT licence (© robbyczgw-cla). 777 words, ~1,909 tokens.
.claude/skills/web-search-plus-plugin-v2/SKILL.md (or your agent's skills folder). This skill also uses 69 other files; get the full folder from GitHub.Use this OpenClaw plugin for current web search, multi-provider research, URL extraction, routing configuration, provider health, and bounded extraction benchmarks. web_answer_plus is not part of the source-only surface; use Search plus Extract.
The plugin registers all five tools with optional: true:
web_search_plusweb_extract_plusweb_routing_config_plusweb_search_health_plusweb_extract_benchmark_plusThey must be permitted by OpenClaw's tool policy. Add the exact tools the agent needs without replacing its existing profile:
{
"tools": {
"alsoAllow": [
"web_search_plus",
"web_extract_plus",
"web_routing_config_plus",
"web_search_health_plus",
"web_extract_benchmark_plus"
]
}
}For least privilege, remove any names the agent does not need. tools.alsoAllow is additive. tools.allow is the restrictive alternative and must also retain every non-plugin tool the agent needs. A configured plugins.allow is separate and must include web-search-plus-plugin-v2 so the plugin can load.
Start with one or more of You.com, Serper, and Linkup. Tavily is first in the default extraction order:
Tavily → Exa → Linkup → Parallel → Firecrawl → You.com → Keenable → Serper → DonSeTch.
DonSeTch appears last in the stable extraction priority but is skipped by automatic routing until an operator explicitly enables its auto_allow gate. Extraction targets reject private/internal destinations by default. Inline content uses deterministic URL/context limits, and full-text continuation references live only in the process-local LRU until eviction or host restart.
Use spans=true for deterministic, query-conditioned passages. A query-matching ATX Markdown heading retains its body and deeper subheadings through the next same-or-shallower heading. At most two heading sections are added, each capped at 1,200 Unicode codepoints. Offsets are NFC Unicode-codepoint half-open ranges; within_preview reports whether a span is present in the inline preview.
Hosted Search credentials/settings:
serperApiKey, braveApiKey, tavilyApiKey, exaApiKeyqueritApiKey, linkupApiKey, firecrawlApiKeyparallelApiKey, serpbaseApiKey, youApiKeysearxngInstanceUrl, keenableApiKeymonidApiKey for Octen via MonidtinyfishApiKeyLocal provider:
donsetchBin — absolute path to a separately installed DonSeTch executableImportant controls:
parallelMode: turbo, fast (default), basic, or advanced; Parallel uses its stable v1 Search endpoint and is auto-allowed when configuredoctenTimeoutSeconds, tinyfishTimeoutSecondsdonsetchTimeoutSeconds, donsetchMaxContentChars, donsetchTierkeenableAllowPublic, searxngAllowPrivate, extractAllowPrivateUrlsextractCharLimit, extractMaxUrls, extractMaxContextChars, extractDeadlineSecondsextractCacheMaxEntries, extractCacheMaxCharslocaleCountry, localeLanguageparallelMaxCharsPerResult, parallelMaxCharsTotalqualityBlockedDomains, qualityAllowedDomains, qualityDiversityRerankOpenClaw plugin config is the only credential source; this package does not discover .env files.
/search. Unified day|week|month|year freshness becomes absolute UTC publication-date bounds. Deep, deep-reasoning, answer, and synthesis output are not exposed.fast as the default mode and participates in normal automatic routing when configured.Install the independent AGPL-3.0-only DonSeTch 4.2.9 package separately:
npm install -g donsetch@4.2.9
command -v donsetch
donsetch --version
donsetch doctorSet donsetchBin to the absolute executable path. Web Search Plus passes the bounded [donsetchBin, "mcp"] invocation to OpenClaw's trusted api.runtime.system.runCommandWithTimeout host runner; the plugin does not bundle DonSeTch or own a shell/process implementation. One stdio MCP session serves one Web Search Plus request, including every URL in a multi-URL extraction. Credentials unrelated to DonSeTch are removed from the child environment, outputs and diagnostics are bounded/sanitized, and browser success remains dependent on the host's Chrome/Chromium/display setup.
Use provider="donsetch" explicitly first. Only after verifying the target host should an operator call web_routing_config_plus(action="set_auto_allow", provider="donsetch", enabled=true).
Default search priority: You.com → Serper → Exa → Firecrawl → Tavily → Linkup → Brave → Parallel → SerpBase → Querit → SearXNG → Keenable.
SerpBase, Querit, DonSeTch, Octen, and TinyFish are guarded by auto_allow=false; Brave and Parallel are in the normal automatic pool. Search and extraction priorities are independent. The self_hosted profile derives SearXNG/Keenable automatic pools while preserving explicit configured-provider calls.
Use quality_report=true for routing, authority, diversity, fallback, and result-quality diagnostics. Provider health and shadow-quality state are process-local and disappear on restart.
web_search_plus(mode="research") launches up to three providers concurrently and harvests completions as they arrive. Public results, attempts, and errors remain in deterministic submission order.
The default quality quorum can stop waiting once at least two providers contribute min(count, 5) unique candidates across min(result_target, 3) domains. Pending providers remain visible as preempted_after_quorum; metadata.research_quorum reports the decision. Explicit research_providers are explicit choices rather than automatic-routing candidates, while disabled/unconfigured providers remain ineligible.
Canonical-URL clusters preserve deterministic observation ids and attributed snippet fragments instead of discarding duplicate-provider evidence. Each Research result adds provider-neutral source_type and explainable fetch_priority hints; these are routing/fetch cues, not truth claims. research_time_budget still gates launch, completion waits, and extraction.
Prefer web_search_plus for current information and finding sources. Use mode="research" when a question benefits from cross-provider evidence and extracted source summaries. Use web_extract_plus when URLs are already known. Use the routing/health/benchmark tools only when the host has explicitly allowed them and their diagnostics are needed.
© robbyczgw-cla, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 69 other files in the repository root of robbyczgw-cla/web-search-plus-plugin.
Open the folder on GitHubat commit 0256aab
Web Search Plus Plugin V2 next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Web Search Plus Plugin V2 this skillrobbyczgw-cla/web-search-plus-plugin | 101 | — | ~1.9k | Automated safety check: Notes | MIT | |
| Ultimate Searchckckck/UltimateSearchSkill | 289 | — | ~944 | Automated safety check: Notes | MIT | |
| Web SearchEXboys/skilllite | 170 | 2 repos | ~1k | Automated safety check: Pass | MIT | |
| Mysearchskernelx/MySearch-Proxy | 159 | — | ~3k | Automated safety check: Notes | None | |
| Tavilyopenclaw/openclaw | 392k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Tavily Hikari Best PracticesIvanLi-CN/tavily-hikari | 362 | — | ~287 | Automated safety check: Pass | MIT |
ckckck/UltimateSearchSkill
双引擎网络搜索:Grok AI 搜索(实时联网+AI分析)+ Tavily 搜索(结构化结果+网页抓取). An agent skill from ckckck/UltimateSearchSkill.
EXboys/skilllite
Web search and content extraction with Tavily and Exa via inference.sh CLI.
skernelx/MySearch-Proxy
Install, verify, debug, and use MySearch MCP/Skill. An agent skill from skernelx/MySearch-Proxy.
openclaw/openclaw
Tavily web search, content extraction, and research tools. An agent skill from openclaw/openclaw.
IvanLi-CN/tavily-hikari
Guide agents to use Tavily Hikari safely through tvly-hikari.
IvanLi-CN/tavily-hikari
Run Tavily CLI workflows through a configured Tavily Hikari deployment.
Works with
Categories
OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction…. Web Search Plus Plugin V2 is an agent skill from robbyczgw-cla/web-search-plus-plugin. OpenClaw plugin for source-only Routing v2 multi-provider search, completion-order Research with quality quorum and attributed provenance, heading-aware extraction spans, Tavily-first extraction, explicit-only Octen/TinyFish, optional separately installed DonSeTch through the OpenClaw host runner, process-local health, routing preferences, and extraction benchmarks.
Web Search Plus Plugin V2 fits situations like: tasks that involve Web search.
Run `npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a claude-code`. Or copy the skill folder (the robbyczgw-cla/web-search-plus-plugin repository) into .claude/skills/web-search-plus-plugin-v2 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a codex`. Or copy the skill folder (the robbyczgw-cla/web-search-plus-plugin repository) into .agents/skills/web-search-plus-plugin-v2 in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add robbyczgw-cla/web-search-plus-plugin --skill web-search-plus-plugin-v2 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-search-plus-plugin-v2, .gemini/skills/web-search-plus-plugin-v2, .github/skills/web-search-plus-plugin-v2 and .opencode/skills/web-search-plus-plugin-v2 in your project.
Going by SKILL.md and its folder, Web Search Plus Plugin V2 needs JavaScript and TypeScript for the scripts in its folder and the command-line tools its instructions call (npm). Our summary lists: Node.js.
SKILL.md names 1 domain. As links in the text: tinyfish.ai. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Web Search Plus Plugin V2 is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Web Search Plus Plugin V2: Ultimate Search (ckckck/UltimateSearchSkill, 289 stars), Web Search (EXboys/skilllite, 170 stars), Mysearch (skernelx/MySearch-Proxy, 159 stars) and Tavily (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
robbyczgw-cla (a GitHub user) maintains it in robbyczgw-cla/web-search-plus-plugin, which has 101 GitHub stars. The repository was last updated on September 23, 2026.
Source: robbyczgw-cla/web-search-plus-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.