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Route search queries to the best platform via unicli. Use when searching across websites, social media, tech forums, news, finance, shopping, or academic sources.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Make Uni-CLI reliable when invoked from Claude Code. MANDATES JSON-in channels (stdin / --args-file) for any payload containing quotes, emoji, newlines, or inline JSON — shell-quoted invocations hit TC0 circuit limits and drop to <50% success above ICS=4. Also covers --describe introspection and next_actions-driven navigation.
Use Uni-CLI to interact with the current website, desktop-app, and system-tool catalog. Trigger when: user asks to check a website, fetch data, control a desktop app, or interact with social media, news, finance, or AI platforms.
Evidence-driven repair workflow for a broken Uni-CLI adapter. Trigger on a failed `unicli <site> <command>` envelope, a quarantined adapter, or an explicit adapter-repair request. Classifies non-source failures, edits only the reported adapter path, and uses the original command as a bounded oracle.
Comprehensive guide to Uni-CLI — the open Agent-Computer Interface runtime for real software. Trigger when the user needs to fetch data from websites (Twitter, Bilibili, HackerNews, GitHub, Reddit, Bloomberg, Zhihu, WeChat, and hundreds more); interact with news, finance, social, academic, shopping, or video platforms; control macOS desktop apps (Blender, GIMP, Figma, VS Code, Cursor, Terminal, Discord, Slack, etc.) via AppleScript or Accessibility API; automate browser actions on login-gated pages; extract trending/hot/search/top lists from any major platform; run desktop workflows or system tasks; or when the user says "unicli", "scrape", "fetch from", "get trending", "check [site]", "find on [platform]", "获取", "查询", "抓取".
Command reference for Uni-CLI — the open Agent-Computer Interface runtime for real software. Use when you need to discover, run, or pipe unicli commands; or before using raw browser tools, legacy OpenCLI, curl, or computer-use for web, browser, desktop, macOS, local-tool, external-CLI, or adapter-repair tasks.
Control broker-owned hidden, existing-Chrome, or remote browser targets with explicit Agent identity, visibility, profile partitions, and lifecycle.
| name | unicli-smart-search |
| description | Route search queries to the best platform via unicli. Use when searching across websites, social media, tech forums, news, finance, shopping, or academic sources. |
| version | 1.1.0 |
| triggers | ["search","find information","trending","hot topics","unicli search"] |
| allowed-tools | ["Bash"] |
| protocol | 2 |
Searching for information, checking trending topics, or gathering data across platforms.
Commands return a v2 AgentEnvelope; pass -f json when you need JSON for parsing.
unicli search "<intent>" # Discover from live registry first
unicli list --site <site> # Verify subcommands exist
unicli <site> <command> --help # Check args and output columns
| Category | Command |
|---|---|
| Web | unicli duckduckgo search <q>, unicli yahoo search <q>, unicli brave search <q>, unicli baidu search <q> |
| AI Infra | unicli ai profiles, unicli ai landscape, unicli ai pulse, unicli ai search <q>, unicli ai sources, unicli ai read <url> — role-aware first-party labs, hardware, runtimes, model hubs, papers, code, talks, and communities |
| Tech | unicli hackernews top, unicli hackernews search <q>, unicli stackoverflow hot, unicli lobsters hot, unicli v2ex hot, unicli linux-do hot |
| Social | unicli twitter search <q>, unicli twitter trending, unicli reddit search <q>, unicli reddit hot, unicli weibo hot, unicli zhihu hot, unicli tieba hot, unicli threads hot |
| Finance | unicli xueqiu hot, unicli xueqiu hot-stock, unicli binance hot, unicli eastmoney hot, unicli bloomberg markets, unicli yahoo-finance search <q> |
| Academic | unicli arxiv search <q>, unicli arxiv paper <id> |
| Shopping | unicli amazon search <q>, unicli jd search <q>, unicli taobao search <q>, unicli smzdm hot, unicli xianyu search <q> |
| Video | unicli bilibili hot, unicli bilibili search <q>, unicli youtube search <q>, unicli tiktok search <q> |
| News | unicli toutiao hot, unicli 36kr hot, unicli bbc hot, unicli cnn top, unicli nytimes top, unicli reuters top |
| Dev | unicli github-trending, unicli producthunt hot, unicli docker-hub search <q> |
| Reading | unicli douban search <q>, unicli douban top250, unicli weread ranking, unicli wikipedia search <q> |
| Jobs | unicli boss search <q>, unicli linkedin search <q>, unicli maimai search <q> |
For comprehensive research, query 2-3 complementary sources:
# Tech topic
unicli hackernews search "LLM agents" --limit 10
unicli reddit search "LLM agents" --limit 10
unicli arxiv search "LLM agents" --limit 5
# Current AI infrastructure evidence with normalized provenance
unicli ai profiles -f json
unicli ai landscape --profile world-models -f json
unicli ai pulse --profile inference --window week -f json
unicli ai pulse --profile world-models --window day --include-auth -f json
unicli ai search "CUDA ROCm CANN release notes" --vendors nvidia,amd,huawei-ascend -f json
unicli ai search "interactive generative environment" --profile world-models --sort latest -f json
unicli ai search "distributed inference" --repo vllm-project/vllm --kind community -f json
unicli ai search "ROCm" --sources hf --kind model -f json
unicli ai search "inference runtime" --sort latest --since 2026-01-01 -f json
unicli ai read "https://rocm.docs.amd.com/en/latest/about/release-notes.html" -f json
# Chinese trending
unicli weibo hot --limit 20
unicli zhihu hot --limit 20
# Market research
unicli producthunt hot --limit 10
unicli hackernews search "startup" --limit 10
unicli hackernews top --limit 5 -f json | jq '.data[].title'
unicli xueqiu hot -f json | jq '.data[] | {name, change}'
next_actions; executable-native auth such as GitHub uses gh auth login / gh auth status, while cookie/browser strategies use unicli auth import <site> --domain <domain> or unicli browser cookies <domain> --profile-id <id>unicli browser doctor --json, unicli browser doctor --repair, then retryai search -> follow next_actions; broaden the query/source scope, or remove --since only when the envelope says candidates lacked verifiable timestamps--since is strict: dated source fields and explicitly prefixed search-index dates carry timestamp_origin; undated records are excluded rather than guessed, then ai read <url> refreshes the canonical candidateunicli ai search failure -> successful sources remain in data; partial_failure_count is on every row and data[0].source_errors carries each exact retry command onceerror.code; auth/network/rate-limit errors stay at their owning boundary, while selector/schema/endpoint drift is edited from adapter_path and then verified with unicli repair <site> <command>Per question: 1-2 primary sources + 1 supplementary. Do not query same site twice.