Claude Marketplaces
SkillsMCP serversMarketplacesPluginsDigestAdvertise
Submit

LLMond Highlights

This week in Claude is LLMond Highlights now. A weekly email, free.

Skills by category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP servers by category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control
Claude Marketplaces

An independent directory of skills, plugins and MCP servers for Claude Code. Not affiliated with Anthropic.

Browse

  • Skills
  • MCP servers
  • Marketplaces
  • Plugins
  • Weekly digest
  • Skill index
  • MCP index
  • Marketplace index
  • Plugin index

Site

  • About
  • Submit
  • Advertise
  • Feedback
  • Privacy
  • llms.txt
  • Plugins reference

Maker

  • Snug
  • Agent Caffeine
  • knobs
  • Wax
  • Vectoys
  • mertduzgun.com
by Mert Düzgün
Skills
joeseesun avatar

Qiaomu Smart Search

joeseesun/opencli-skill

This is a smart search router that wraps opencli commands to pick the right search source based on what you're looking for. Instead of hardcoding commands, it reads live help output to avoid documentation drift. The core routing is simple: if you name a site, it uses that site. Otherwise it picks one AI source (grok, doubao, or gemini) first, then adds one or two specialized sources only if needed. It enforces hard limits to prevent search spam, like one call per AI source per question and max two calls for other sites. Every query ends with a search summary showing which sites were hit, what terms were used, and how many times. Good for when you want Claude to search across Chinese and English sources without burning through rate limits or making redundant calls.

skills.sh installs
514
GitHub stars
962
last updated
Jul 14, 2026
View on GitHubSave

Install

$ npx -y skills add joeseesun/opencli-skill --skill qiaomu-smart-search --agent claude-code

Installs into .claude/skills of the current project.

Files

智能搜索路由器

根据话题和场景,将查询路由到最佳的 opencli 搜索源。此 skill 的核心目标不是记忆命令,而是先定位数据源,再让 Agent 通过 opencli 自己读取实时帮助,避免文档漂移。

强制预检

每次使用前,必须先做下面两步:

  • 运行 opencli list -f yaml
  • 用 live registry 确认候选站点是否存在,并检查 strategy、browser、domain

选定站点后,必须再做下面两步:

  • 运行 opencli <site> -h 查看该站点有哪些子命令
  • 若已锁定某个子命令,再运行 opencli <site> <command> -h 查看参数、输出列、策略

不要在 skill 文档里硬编码参数或假设命令签名;以 opencli ... -h 的实时输出为准。

主路由规则

只使用这一条规则,不再维护多套优先级:

  1. 当用户明确指定网站、平台或数据源时,直接使用对应网站。
  2. 当用户没有指定网站时,优先只选择一个 AI 源:grok、doubao、gemini 三选一。
  3. 当 AI 返回内容不足、缺少原始数据、需要权威佐证或需要垂直结果时,再补充 1-2 个专用源。

单题预算与频率限制

把“单个用户问题”理解为同一意图链路下的一次问题求解;同一轮追问、澄清、补充条件,若核心问题未变,仍算同一题。

先建立一份站点调用台账。每次真正执行搜索命令后,立刻更新:

  • site
  • query
  • count
  • status

计数规则:

  • opencli list -f yaml、opencli <site> -h、opencli <site> <command> -h 属于预检与帮助,不计入搜索次数
  • 一次真正的 opencli <site> ... 搜索/查询执行,计为该站点 1 次调用
  • 同站点因为报错、超时、验证码、反爬、登录态异常而失败,也算 1 次调用,不要无限重试

频率上限:

  • AI 站点硬限制:同一题内,每个 AI 站点最多调用 1 次
  • 默认策略仍然是只选 1 个 AI 站点,不要把多个 AI 站点串成常规流程
  • 只有当用户明确要求比较多个 AI 站点时,才可以额外调用其他 AI 站点;但每个被点名的 AI 站点仍然最多 1 次
  • 非 AI 站点默认最多调用 2 次
  • 非 AI 站点第 2 次调用必须有明确理由,例如第一次结果过宽,需要加时间、地区、类别、排序或关键词限定
  • 非 AI 站点不要进行第 3 次调用;若信息仍不足,停止扩搜并明确说明缺口

触发限频后的处理:

SKILL.md on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/joeseesun/opencli-skill
First seen
Jun 3, 2026

More from joeseesun/opencli-skill

All 7
  • Qiaomu Opencli Explorer508
  • Qiaomu Opencli Autofix500
  • Opencli3.3K
  • Qiaomu Opencli Browser542
  • Qiaomu Opencli Oneshot529
  • Qiaomu Opencli Usage517

Recommended

1juliusbrussee avatarcavemanjuliusbrussee/cavemanUltra-compressed communication mode. Cuts output tokens 65% (measured) by speaking like caveman while keeping full technical accuracy. Supports intensity levels618.3Kskills.sh installs
2mattpocock avatargrill-memattpocock/skillsA relentless interview to sharpen a plan or design.1.5Mskills.sh installs
3shadcn avatarimproveshadcn/improveSurvey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on s40Kskills.sh installs
4obra avatarsystematic-debuggingobra/superpowersUse when encountering any bug, test failure, or unexpected behavior, before proposing fixes326.7Kskills.sh installs
5forrestchang avatarkarpathy-guidelinesforrestchang/andrej-karpathy-skillsBehavioral guidelines to reduce common LLM coding mistakes through explicit assumptions, simplicity, and verifiable success criteria.17.9Kskills.sh installs
6vercel-labs avatarfind-skillsvercel-labs/skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express int4.3Mskills.sh installs