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/flow-next-drive

Drive any UI surface like a real user - a web app, a Chromium-backed desktop app (Electron / WebView2, reached over CDP), or a genuinely native app (macOS AppKit/SwiftUI, or a non-CDP webview) reached via the Cua Driver / Computer Use. Detects the surface, picks the best

shell
$ npx -y skills add gmickel/flow-next --skill flow-next-drive --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/flow-next-drive
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Drive any UI surface like a real user - a web app, a Chromium-backed desktop app (Electron / WebView2, reached over CDP), or a genuinely native app (macOS AppKit/SwiftUI, or a non-CDP webview) reached via the Cua Driver / Computer Use. Detects the surface, picks the best

SKILL.md

flow-next-drive.SKILL.md
name: flow-next-drive
description: Drive any UI surface like a real user - a web app, a Chromium-backed desktop app (Electron / WebView2, reached over CDP), or a genuinely native app (macOS AppKit/SwiftUI, or a non-CDP webview) reached via the Cua Driver / Computer Use. Detects the surface, picks the best available driver, degrades gracefully. Use to navigate sites, verify deployed UI, test web or desktop apps, capture baseline screenshots, drive a sign-in flow, scrape data, fill forms, run an e2e check, or inspect current page state. Triggers on "check the page", "verify UI", "test the site", "test this app", "drive the app", "automate this desktop app", "read docs at", "look up API", "visit URL", "browse", "screenshot", "scrape", "e2e test", "login flow", "capture baseline", "see how it looks", "inspect current", "before redesign", "Electron app", "native app".

flow-next-drive — surface-aware UI automation

Drive any UI surface the way a real user would. Whatever driver the environment has, the work is the same shape: **observe / navigate → snapshot → act on fresh refs → capture evidence → release**. This skill is a *router*: it detects the surface, picks the highest available driver on a ladder, degrades gracefully when a richer driver is absent, and hands off to a per-rung reference for the command detail.

It orchestrates drivers — it does not reimplement them. The default rung (Vercel's `agent-browser` CLI) is the only driver assumed present; every other rung is detected and optional. A pass must succeed with whatever the environment actually has — most cloud VMs, Linux, and CI have no Computer Use, so it is never a hard dependency and never on a headless/no-display path.

> Driver ladder + universal-flow structure adapted from Ray Fernando's `running-bug-review-board` skill (Apache-2.0) — see CHANGELOG.

Step 1 — Detect the surface, then branch

Classify the target into one of three buckets and take the matching path. The universal flow (Step 2) is shared; only the actuation and the per-surface reference differ.

| # | Surface | What it is | Path | |---|---------|------------|------| | A | **Web app** | A URL in a browser (localhost dev server, staging, production) | **Web ladder** (Step 3) | | B | **Chromium-backed desktop app** | Electron / Windows WebView2 — Chromium under the hood, exposes a CDP debug port | **Web ladder** (Step 3), attaching over CDP to the app's remote-debugging port | | C | **True-native / non-CDP surface** | macOS AppKit/SwiftUI, Catalyst, or a webview exposing no CDP (macOS WKWebView, which Tauri uses on macOS) | **Native rung** (Step 4) — **Cua Driver** → **Computer Use** (attended); **Cua Sandbox** (headless/CI) |

How to decide:

  • A bare URL, or a dev/staging/prod web app → **A**.
  • A desktop app you can launch with `--remote-debugging-port=<n>` (or one already exposing one) → **B**. Electron and Windows WebView2 are Chromium; the web ladder drives them by CDP-attach. Do **not** route these to Computer Use.
  • A desktop app with no CDP port — genuinely native (AppKit/SwiftUI), or a macOS WKWebView / Tauri-on-macOS app — → **C**. Per-platform caveat: **Windows WebView2 is CDP-drivable (→ B); macOS WKWebView generally is not (→ C)** — verify per platform.

When unsure whether a desktop app exposes CDP, probe for B first (try to launch/attach with a debug port). If no port is reachable, fall to C.

Step 2 — The universal flow (all surfaces)

observe / list what's open
navigate to the target (URL, or focus the app window)
snapshot              → fresh element refs (after a DOM change; for ONE known target prefer semantic find)
act                   → click / fill / type / press / scroll toward the next step
verify                → expected text/state appeared AND console clean + no failed API/network requests
capture               → screenshot + console/errors at the moment of interest (and on failure)
release               → close the tab / end the session when fully done

**`verify` is not DOM-only.** A UI that *renders* correctly while the API returned 500 or the console threw an uncaught exception is **NOT a pass** — that's exactly the silent breakage a real user hits and `/flow-next:qa` must not green-light (its `qa_verdict` rests on this evidence). On every verify, also check the console is clean and no API/network request failed — the tooling is already on the default rung (`agent-browser console`, `agent-browser network requests --filter api`; the DevTools-MCP rung has richer inspection). A failed request or console error with a green-looking DOM is a finding, not noise.

**Snapshot cost:** a full interactive `snapshot -i` before *every* act is the dominant token cost of a long flow. Re-snapshot after a DOM change, but for a single known target prefer a semantic locator (`find role|text|label … <action>` — no snapshot needed), and use `snapshot -c` / `-d <depth>` when you only need to verify one region.

Refs (`@e1`, `@e2`, …) go **stale** after any navigation, click, or form submit. Re-snapshot after a DOM change. "Element X has pointer-events: none" or "ref not found" almost always means a stale snapshot, not a real bug — re-snapshot before concluding.

Step 3 — Web ladder (surfaces A and B)

Probe availability top-down and use the **highest rung that passes**; fail soft to the next; the terminal rung is manual. Never hard-depend on any rung above the default.

| Rung | Driver | Use when | Reference | |------|--------|----------|-----------| | 1 (default) | **agent-browser** CLI | Always assumed present. CDP-based, headless-safe, no extra install. Drives web apps; drives Electron / WebView2 over CDP (`--cdp <port>` / `--auto-connect`). | `references/agent-browser.md` | | 2 | **chrome-devtools-mcp** | You want built-in auto-wait (fewer stale-ref failures), DevTools-grade network/console inspection, Lighthouse, or to **attach to your real signed-in Chrome** (`--browser-url` / `--autoConnect`) so bot defenses don't challe

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Repeatable agentic engineering. The workflow layer that turns AI coding agents into a disciplined factory: durable specs, fresh-context workers, adversarial cross-model reviews, receipts. Everything in your repo, zero dependencies. Claude Code · Codex · Cursor · Droid.

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