Agent skill

Unicli Smart Search

Route search queries to the best platform via unicli. An agent skill from olo-dot-io/Uni-CLI.

Apache-2.0Auto-check: notesProductivity & Automation

Install Unicli Smart Search

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/unicli-smart-search .claude/skills/unicli-smart-search && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .claude/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

$skill-installer

$skill-installer install https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/unicli-smart-search .agents/skills/unicli-smart-search && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .agents/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/unicli-smart-search .cursor/skills/unicli-smart-search && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .cursor/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

gemini skills install

$ gemini skills install https://github.com/olo-dot-io/Uni-CLI.git --path skills/unicli-smart-search

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/unicli-smart-search .gemini/skills/unicli-smart-search && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .gemini/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search

Installs 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).

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/unicli-smart-search .github/skills/unicli-smart-search && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .github/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

skills CLI

$ npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install olo-dot-io/Uni-CLI unicli-smart-search --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/olo-dot-io/Uni-CLI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/unicli-smart-search .opencode/skills/unicli-smart-search && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "unicli-smart-search" agent skill from https://github.com/olo-dot-io/Uni-CLI/tree/main/skills/unicli-smart-search into .opencode/skills/unicli-smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unicli-smart-search", 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.

Facts

Skill name: unicli-smart-search
GitHub stars: 274
Token cost: ~1.9k tokens
SKILL.md length: 471 words
Files: 1
Skills in repo: 11
Repo updated: Oct 4, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Route search queries to the best platform via unicli. An agent skill from olo-dot-io/Uni-CLI.

Searching across websites
SKILL.md covers When to Use, Pre-Check, Search Routing and Multi-Source Pattern, plus 4 more sections
Calls jq and gh; reaches rocm.docs.amd.com
Academic sources

What it does

Unicli Smart Search is an agent skill from olo-dot-io/Uni-CLI. Route search queries to the best platform via unicli. Use when searching across websites, social media, tech forums, news, finance, shopping, or academic sources.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Productivity & Automation. It works with Model Context Protocol. The repository describes itself as: One command for every interface—search, run, and inspect real software across APIs, browsers, desktops, local tools, and MCP. The licence is Apache-2.0.

When your agent uses it

Searching across websites
Academic sources

Example prompts

“/unicli-smart-search”

Requirements

Docker
Pre-approved tools (allowed-tools): Bash

What it can do on your machine

Read from SKILL.md and the folder at commit 9316f93. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
- Bash
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- jq
- gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
- rocm.docs.amd.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Unicli Smart Search loads about 1.9k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 471 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~46
When it runs · the whole SKILL.md, loaded when a task matches: ~1.9k

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.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
```
allowed-tools: Bash
```

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.

SKILL.md

The full file from olo-dot-io/Uni-CLI at commit 9316f93, republished under its Apache-2.0 licence (© olo-dot-io). 471 words, ~1,880 tokens.

Download SKILL.mdSave it as .claude/skills/unicli-smart-search/SKILL.md (or your agent's skills folder).

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.
allowed-tools: Bash
version: 1.1.0
triggers: search, find information, trending, hot topics, unicli search
protocol: 2

When to Use

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.

Pre-Check

bash

unicli search "<intent>"              # Discover from live registry first
unicli list --site <site>             # Verify subcommands exist
unicli describe <site> <command>      # Check args, auth, invocation, and recovery
unicli list --personalized            # Discover signed-in user data operations

Search Routing

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>`, covering 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 daily`, `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>`

Multi-Source Pattern

For comprehensive research, query 2-3 complementary sources.

bash

# 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

Personalized Search

Restrict discovery to signed-in user data when the request names the user's feed, saved library, network, account, or activity.

bash

unicli search "my recommendations on Zhihu" --personalized
unicli search "my saved Instagram posts" --personalized
unicli list --site xiaohongshu --personalized
unicli describe xiaohongshu saved

Run the returned auth_setup command when auth is required, then retry the exact usage command from the result.

Show full SKILL.md (169 more words)Show less

Output Handling

bash

unicli hackernews top --limit 5 -f json | jq '.data[].title'
unicli xueqiu hot -f json | jq '.data[] | {name, change}'

Fallback

Exit 77 -> execute the envelope's exact 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>
Exit 69 -> unicli browser doctor --json, unicli browser doctor --repair, then retry
Exit 66 from ai search -> follow next_actions; broaden the query/source scope, or remove --since only when the envelope says candidates lacked verifiable timestamps
With --since, dated source fields and explicitly prefixed search-index dates carry timestamp_origin. Undated records are excluded. ai read <url> refreshes the canonical candidate
Partial unicli 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 once
Adapter failure -> classify error.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>
Site down -> switch to alternative from routing table

Budget

Use 1-2 primary sources and 1 supplementary source per question. Query each site once.

Files

Just SKILL.md in skills/unicli-smart-search of olo-dot-io/Uni-CLI.

Open the folder on GitHubat commit 9316f93

Compare with similar skills

Unicli Smart Search 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.

Unicli Smart Search compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Unicli Smart Search this skillolo-dot-io/Uni-CLI	274	—	~1.9k	Automated safety check: Notes	Apache-2.0	6 days ago
N8n Docs Assistantn8n-io/n8n	207k	—	~550	Automated safety check: Pass	Custom licence	today
Planningn8n-io/n8n	207k	—	~2.5k	Automated safety check: Pass	Custom licence	today
AgentRQ Workspace Agentagentrq/agentrq	1.1k	—	~1.9k	Automated safety check: Pass	AGPL-3.0	today
Suggest Automationsn8n-io/n8n	207k	—	~2k	Automated safety check: Pass	Custom licence	today
Webctlcosinusalpha/webctl	419	—	~1.7k	Automated safety check: Pass	None	4 mo ago

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Questions about Unicli Smart Search

What does Unicli Smart Search do?

Route search queries to the best platform via unicli. An agent skill from olo-dot-io/Uni-CLI. Unicli Smart Search is an agent skill from olo-dot-io/Uni-CLI. Route search queries to the best platform via unicli.

When should I use Unicli Smart Search?

Unicli Smart Search fits situations like: searching across websites; academic sources.

How do I install Unicli Smart Search in Claude Code?

Run `npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a claude-code`. Or copy the skill folder (skills/unicli-smart-search in olo-dot-io/Uni-CLI) into .claude/skills/unicli-smart-search in your project. Claude Code loads it when a task matches its description.

How do I install Unicli Smart Search in Codex?

Run `npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a codex`. Or copy the skill folder (skills/unicli-smart-search in olo-dot-io/Uni-CLI) into .agents/skills/unicli-smart-search in your project. Codex loads it when a task matches its description.

Can I use Unicli Smart Search in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add olo-dot-io/Uni-CLI --skill unicli-smart-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/unicli-smart-search, .gemini/skills/unicli-smart-search, .github/skills/unicli-smart-search and .opencode/skills/unicli-smart-search in your project.

What does Unicli Smart Search need to run?

Going by SKILL.md and its folder, Unicli Smart Search needs the command-line tools its instructions call (jq and gh). Our summary lists: Docker. Its frontmatter pre-approves these tools: Bash.

Does Unicli Smart Search access the network?

SKILL.md names 1 domain. In commands or code: rocm.docs.amd.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Unicli Smart Search safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Unicli Smart Search use?

Unicli Smart Search is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Unicli Smart Search use?

About 1.9k tokens (SKILL.md is roughly 7.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Unicli Smart Search?

Skills that share tags, products or a category with Unicli Smart Search: N8n Docs Assistant (n8n-io/n8n, 207k stars), Planning (n8n-io/n8n, 207k stars), AgentRQ Workspace Agent (agentrq/agentrq, 1.1k stars) and Suggest Automations (n8n-io/n8n, 207k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Unicli Smart Search?

olo-dot-io (a GitHub organization) maintains it in olo-dot-io/Uni-CLI, which has 274 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 4, 2026.

Source: olo-dot-io/Uni-CLI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Unicli Smart Search

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

When to Use

Pre-Check

Search Routing

Multi-Source Pattern

Personalized Search

Output Handling

Fallback

Budget

Files

Compare with similar skills

Similar skills

More from olo-dot-io/Uni-CLI

Related

Questions about Unicli Smart Search