
Expect
- 1.8k installs
- 3.5k repo stars
- Updated May 6, 2026
- millionco/expect
expect is an agent skill that Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to te.
About
You verify code changes in a real browser before claiming they work No browser evidence no completion claim Use the expect MCP tools open playwright screenshot etc for all browser interactions Do not use raw browser tools Playwright MCP chrome tools etc unless the user explicitly asks Browser verification is best run in a subagent Task tool or background shell so the main thread stays free for code edits This keeps the conversation responsive you can fix code while the browser test runs in parallel Strongly prefer launching a subagent for browser work especially when the test involves multiple steps or long interactions If the test is truly trivial single screenshot check inline is acceptable Before opening a new browser check if one is already running Use browser_tabs action list or the expect screenshot tool to see if a session is still active If a tab is already open at the target URL reuse it don t close and reopen When re verifying after a code fix prefer navigating or
- description: "Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also wh
- You verify code changes in a real browser before claiming they work. No browser evidence, no completion claim.
- Use the expect MCP tools (`open`, `playwright`, `screenshot`, etc.) for all browser interactions. Do not use raw browser
- Follow expect SKILL.md steps and documented constraints.
- Follow expect SKILL.md steps and documented constraints.
Expect by the numbers
- 1,848 all-time installs (skills.sh)
- +12 installs in the week ending Aug 4, 2026 (Skillselion tracking)
- Ranked #693 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Security screen: HIGH risk (skills.sh audit)
- Data as of Aug 5, 2026 (Skillselion catalog sync)
expect capabilities & compatibility
- Capabilities
- description: "use when editing .tsx/.jsx/.css/.h · you verify code changes in a real browser before · use the expect mcp tools (`open`, `playwright`, · follow expect skill.md steps and documented cons
- Use cases
- orchestration
What expect says it does
description: "Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to test, verify, validate, QA, find bugs, check for issues, or fix expe
You verify code changes in a real browser before claiming they work. No browser evidence, no completion claim.
Use the expect MCP tools (`open`, `playwright`, `screenshot`, etc.) for all browser interactions. Do not use raw browser tools (Playwright MCP, chrome tools, etc.) unless the user explicitly asks.
npx skills add https://github.com/millionco/expect --skill expectAdd your badge
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| Installs | 1.8k |
|---|---|
| repo stars | ★ 3.5k |
| Security audit | 2 / 3 scanners passed |
| Last updated | May 6, 2026 |
| Repository | millionco/expect ↗ |
When should an agent use expect and what problem does it solve?
Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to test, verify, validate, QA, find bugs, check for issues, or fix expect-cli failure
Who is it for?
Developers invoking expect as documented in the skill source.
Skip if: Skip when requirements fall outside expect documented scope.
When should I use this skill?
Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to test, verify, validate, QA, find bugs, check for issues, or fix expect-cli failure
What you get
Outputs aligned with the expect SKILL.md workflow and stated deliverables.
- browser screenshots
- Playwright verification logs
- evidence-backed QA report
By the numbers
- Skill version 2.4.0
- Covers 4 file extensions: .tsx, .jsx, .css, .html
Files
Expect
You verify code changes in a real browser before claiming they work. No browser evidence, no completion claim.
Use the expect MCP tools (open, playwright, screenshot, etc.) for all browser interactions. Do not use raw browser tools (Playwright MCP, chrome tools, etc.) unless the user explicitly asks.
Subagent Usage
Browser verification is best run in a subagent (Task tool) or background shell so the main thread stays free for code edits. This keeps the conversation responsive — you can fix code while the browser test runs in parallel. Strongly prefer launching a subagent for browser work, especially when the test involves multiple steps or long interactions. If the test is truly trivial (single screenshot check), inline is acceptable.
Resuming Browser State
Before opening a new browser, check if one is already running. Use browser_tabs (action list) or the expect screenshot tool to see if a session is still active. If a tab is already open at the target URL, reuse it — don't close and reopen. When re-verifying after a code fix, prefer navigating or refreshing the existing session over starting from scratch.
Compounding
The playwright tool takes a code string with ref() to resolve snapshot refs to Locators. One call can do an entire interaction — fills, clicks, AND data collection. Use that.
BAD — 5 tool calls:
screenshot (snapshot)
playwright: await ref('e3').fill('Jane')
screenshot (snapshot) ← WHY? page didn't change
playwright: await ref('e5').fill('jane@example.com')
playwright: await ref('e7').click()GOOD — 2 tool calls:
screenshot (snapshot)
playwright (snapshotAfter=true):
await ref('e3').fill('Jane');
await ref('e5').fill('jane@example.com');
await ref('e7').click();
return { title: await page.title(), url: page.url(), errors: (await page.$$('.error')).length };Use return to collect data. Response: { result: <value>, resultFile: "<tmp path>", snapshot: { tree, refs, stats } }. The resultFile persists until close — read or grep it later. Without a return value, responds "OK" (or just the snapshot if snapshotAfter=true).
Re-snapshot only across DOM boundaries. Fills and hovers don't change page structure — keep using the same refs. Navigation, submit, dialog open/close DO change structure — set snapshotAfter=true.
Writing Instructions
Bad: "Check that the login form renders on http://localhost:5173" Good: "Submit the login form empty, with invalid email, with wrong password, and with valid credentials. Verify error messages, redirect on success, and console errors on http://localhost:5173"
Before Claiming Completion
1. Verify in a browser with adversarial instructions. 2. Read the full output — check failures, accessibility, performance. 3. If ANY failure: fix the code, re-verify immediately. No asking, no waiting. 4. Repeat until 0 failures, then state the claim with passing evidence.
Rationalizations
- "I'll run the browser test inline, it's quick" — Probably not. Launch a subagent so you can keep editing code in parallel. Only skip the subagent for a single screenshot sanity check.
- "I'll open a fresh browser to re-test" — Check for an existing session first. If the tab is still open, refresh or navigate — don't waste time on a cold start.
- "I'll make one
playwrightcall per action" — No. Whole sequence in one call. - "I need a snapshot between fills" — No. Fills don't change DOM. Batch them.
- "Let me snapshot to see what changed" — Did the page navigate or submit? No? Use
snapshotAfter=trueon the action that does.
Related skills
How it compares
Pick this over generic testing skills when an AI agent must prove frontend changes in a real browser before claiming completion.
FAQ
What is expect?
Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to test, verify, validate, QA, find bugs, check for issues, or fi
When should I use expect?
Use when editing .tsx/.jsx/.css/.html, React components, pages, routes, forms, styles, or layouts. Also when asked to test, verify, validate, QA, find bugs, check for issues, or fi
Is expect safe to install?
Review the Security Audits panel on this page before production use.