LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill playwright --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/playwrightContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.
name: "playwright" description: "Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script."
Drive a real browser from the terminal using `playwright-cli`. Prefer the bundled wrapper script so the CLI works even when it is not globally installed. Treat this skill as CLI-first automation. Do not pivot to `@playwright/test` unless the user explicitly asks for test files.
Before proposing commands, check whether `npx` is available (the wrapper depends on it):
command -v npx >/dev/null 2>&1
If it is not available, pause and ask the user to install Node.js/npm (which provides `npx`). Provide these steps verbatim:
# Verify Node/npm are installed node --version npm --version # If missing, install Node.js/npm, then: npm install -g @playwright/cli@latest playwright-cli --help
Once `npx` is present, proceed with the wrapper script. A global install of `playwright-cli` is optional.
export CODEX_HOME="${CODEX_HOME:-$HOME/.codex}"
export PWCLI="$CODEX_HOME/skills/playwright/scripts/playwright_cli.sh"User-scoped skills install under `$CODEX_HOME/skills` (default: `~/.codex/skills`).
Use the wrapper script:
"$PWCLI" open https://playwright.dev --headed "$PWCLI" snapshot "$PWCLI" click e15 "$PWCLI" type "Playwright" "$PWCLI" press Enter "$PWCLI" screenshot
If the user prefers a global install, this is also valid:
npm install -g @playwright/cli@latest playwright-cli --help
1. Open the page. 2. Snapshot to get stable element refs. 3. Interact using refs from the latest snapshot. 4. Re-snapshot after navigation or significant DOM changes. 5. Capture artifacts (screenshot, pdf, traces) when useful.
Minimal loop:
"$PWCLI" open https://example.com "$PWCLI" snapshot "$PWCLI" click e3 "$PWCLI" snapshot
Snapshot again after:
Refs can go stale. When a command fails due to a missing ref, snapshot again.
"$PWCLI" open https://example.com/form "$PWCLI" snapshot "$PWCLI" fill e1 "user@example.com" "$PWCLI" fill e2 "password123" "$PWCLI" click e3 "$PWCLI" snapshot
"$PWCLI" open https://example.com --headed "$PWCLI" tracing-start # ...interactions... "$PWCLI" tracing-stop
"$PWCLI" tab-new https://example.com "$PWCLI" tab-list "$PWCLI" tab-select 0 "$PWCLI" snapshot
The wrapper script uses `npx --package @playwright/cli playwright-cli` so the CLI can run without a global install:
"$PWCLI" --help
Prefer the wrapper unless the repository already standardizes on a global install.
Open only what you need:
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
Repo: foryourhealth111-pixel/Vibe-Skills
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
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