Uni-CLI

Give agents every interface
Install once. Search, run, inspect, repair.

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Uni-CLI turns intent into a selected operation and a structured receipt across web, browser, desktop, local, and MCP surfaces.

npm install -g @zenalexa/unicli
unicli search "list the top Hacker News stories"
unicli hackernews top --limit 3 -f json

Route By Task

The catalog handles discovery and operation contracts. Execution then selects the strongest operator with the smallest effective scope. One provider runs; a failed path keeps its original cause and repair command.

Task boundary	Execution operator	Why
Public data or stable service contract	Structured API	Typed fields, explicit auth, stable provenance
Files, system state, local tools	Local runtime	Direct process and OS boundaries without browser state
Authenticated or private web contract	Browser protocol	Explicit profile, cookie session, or network contract
Page-only web flow	Semantic browser	DOM and CDP semantics with an explicit target and session
Native desktop application	Accessibility	Structured AX, UIA, or AT-SPI control trees
Pixel-only or unstructured interface	Visual computer use	Coordinate and visual observation when no stronger interface exists

unicli search "export my saved posts"     # discover and rank
unicli list --site reddit                  # inspect one surface
unicli browser doctor --json               # inspect browser delivery state
unicli repair reddit saved                 # verify a supported drift path

The Operation Contract

The public model stays compact:

intent → candidate operations → explicit selection → policy → substrate → receipt