Uni-CLI

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.

Route search queries to the best platform via unicli. Use when searching across websites, social media, tech forums, news, finance, shopping, or academic sources.

Control broker-owned hidden, existing-Chrome, or remote browser targets with explicit Agent identity, visibility, profile partitions, and lifecycle.

Compatibility guide for `unicli operate`. Prefer `unicli browser`, which now exposes the same operator surface plus broker/session diagnostics.

Always-on writing rules for concise, normal, bilingual documentation and user-facing text.

Reverse-engineer a macOS GUI automation app's background-click path and produce a Swift reproduction. Use only when the user provides a target .app and explicitly asks for IDA-backed background-click reverse engineering. Requires IDA Pro with IDA MCP attached.

Create new Uni-CLI adapters by exploring websites and APIs. Use when adding support for a new site, desktop app, or service that unicli doesn't cover yet.

Quick single-command adapter generation for unicli. Use when you need to create a one-off command for a specific URL and goal — 4 steps done.