dogfood
Skill0 starsChanged 10 days agoMITView on GitHub
Exploratory QA of web apps: find bugs, evidence, reports.
82 other projects use a version of this, 38 of them edited.
Adopted by
Most recently taken up by
- getlien/lientheir own version, first seen Nov 15, 2026
- IgorGanapolsky/mac-yolo-safeguardstheir own version, first seen Nov 15, 2026
- axiom-desu/ZCodiumtheir own version, first seen Nov 15, 2026
- xeroc/skillsedited, first seen Nov 8, 2026
- ADWilkinson/astacktheir own version, first seen Nov 8, 2026
- ashleysbrain/skillsedited, first seen Nov 8, 2026
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Other versions82 projects use a version of this.
Word for word · 1
- NousResearch/hermes-agent★ 262k100% same
Edited · 38
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- wundercorp/loki★ 2860% same
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28 more not listed
Wrote their own version · 43
- vercel-labs/agent-browser★ 51ksame name
- coder/coder★ 17ksame name
- zai-org/ZCode★ 8.6ksame name
- callstackincubator/agent-device★ 5.3ksame name
- callstack/agent-device★ 5.3ksame name
- salesforce/cloudsplaining★ 2.3ksame name
- coder/cmux★ 2.1ksame name
- coder/mux★ 2.1ksame name
- phodal/routa★ 1.8ksame name
- gronxb/codex-relay★ 733same name
33 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
8 rules. 0 are common, 3 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 81 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 34
Follow this 5-phase systematic workflow:
- Distinctive: line 38
Create the output directory structure:
- Very specific: line 82
Visually assess the page: call capture_screenshot() and inspect the attached image for layout issues, broken elements, or accessibility …
- Very specific: line 87
Test keyboard navigation: cdp('Input.dispatchKeyEvent', type='keyDown', key='Tab', code='Tab', windowsVirtualKeyCode=9) followed by the …
- Distinctive: line 90
Test form validation with invalid inputs
- Very specific: line 146
All browser actions are browser_exec calls.
- Very specific: line 165
Take a
capture_screenshot(): when you need to reason about element positions or when DOM extraction is ambiguous. - Very specific: line 171
When reporting screenshots to the user, include MEDIA:<screenshot_path> so they can see the evidence inline.
“Common” is measured: kept by at least 6 in 10 of the 81 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Dogfood: Systematic Web Application QA Testing
Overview
This skill guides you through systematic exploratory QA testing of web applications with browser_exec. You will navigate the application, interact with elements, capture evidence of issues, and produce a structured bug report.
Prerequisites
- The
browsertoolset must be enabled (browser_exec).browser_execruns Python with pre-imported helpers (new_tab,goto_url,wait_for_load,page_info,js,fill_input,click_at_xy,capture_screenshot,cdp); browser state persists across calls, Python variables do not. - A target URL and testing scope from the user
Inputs
The user provides:
- Target URL — the entry point for testing
- Scope — what areas/features to focus on (or "full site" for comprehensive testing)
- Output directory (optional) — where to save screenshots and the report (default:
./dogfood-output)
Workflow
Follow this 5-phase systematic workflow:
Phase 1: Plan
- Create the output directory structure:
{output_dir}/ ├── screenshots/ # Evidence screenshots └── report.md # Final report (generated in Phase 5) - Identify the testing scope based on user input.
- Build a rough sitemap by planning which pages and features to test:
- Landing/home page
- Navigation links (header, footer, sidebar)
- Key user flows (sign up, login, search, checkout, etc.)
- Forms and interactive elements
- Edge cases (empty states, error pages, 404s)
Phase 2: Explore
Batch each step's actions into one browser_exec call. For each page or feature in your plan:
- Navigate with a console hook installed. Register the hook on the tab before navigating so errors thrown during page load are captured too:
Re-register the hook at the start of any later call that navigates. Silent JS errors are high-value findings.# Open page with console-error capture HOOK = """window.__qa_errors = []; const _e = console.error; console.error = (...a) => { window.__qa_errors.push(a.map(String).join(' ')); _e(...a); }; addEventListener('error', e => window.__qa_errors.push('uncaught: ' + e.message)); addEventListener('unhandledrejection', e => window.__qa_errors.push('rejection: ' + String(e.reason)));""" new_tab('about:blank') # first call only: the hook binds to the current tab cdp('Page.addScriptToEvaluateOnNewDocument', source=HOOK) goto_url("https://example.com/page") wait_for_load() print(page_info()) print(js('window.__qa_errors || []')) - Read the page structure — list visible interactive elements with their viewport centres (use
cdp('Accessibility.getFullAXTree')and filter in Python when you need roles/names):# List interactive elements print(js("""(() => [...document.querySelectorAll('a,button,input,select,textarea,[role=button]')] .filter(e => e.offsetParent).slice(0, 80).map((e, i) => { const r = e.getBoundingClientRect(); return {i, tag: e.tagName, text: (e.innerText || e.value || e.getAttribute('aria-label') || '').trim().slice(0, 60), id: e.id, name: e.name, x: Math.round(r.x + r.width / 2), y: Math.round(r.y + r.height / 2)}; }))()""")) - Visually assess the page: call
capture_screenshot()and inspect the attached image for layout issues, broken elements, or accessibility concerns. If your model cannot view images, pass the printed path tovision_analyze. - Test interactive elements systematically:
- Click buttons and links:
js("document.querySelector('#submit').click()"), orclick_at_xy(x, y)with a centre from step 2 - Fill forms:
fill_input('input[name=email]', 'test input') - Test keyboard navigation:
cdp('Input.dispatchKeyEvent', type='keyDown', key='Tab', code='Tab', windowsVirtualKeyCode=9)followed by the matchingkeyUp, thenjs('document.activeElement.outerHTML.slice(0, 200)')to see where focus landed; same pattern withkey='Enter',code='Enter',windowsVirtualKeyCode=13 - Scroll through content:
js('window.scrollBy(0, 800)') - Go back:
js('history.back()'), thenwait_for_load() - Test form validation with invalid inputs
- Test empty submissions
- Click buttons and links:
- After each interaction, in the same call, check for:
- Console errors:
print(js('window.__qa_errors || []')) - Visual changes:
capture_screenshot()and compare with the previous one - Expected vs actual behavior (
page_info(), orjs()reading the relevant element)
- Console errors:
Phase 3: Collect Evidence
For every issue found:
- Take a screenshot showing the issue:
capture_screenshot()prints the saved path. Copy it to{output_dir}/screenshots/under a descriptive name (e.g.issue-03-broken-login.png) — you will reference it in the report. - Record the details:
- URL where the issue occurs
- Steps to reproduce
- Expected behavior
- Actual behavior
- Console errors (if any)
- Screenshot path
- Classify the issue using the issue taxonomy (see
references/issue-taxonomy.md):- Severity: Critical / High / Medium / Low
- Category: Functional / Visual / Accessibility / Console / UX / Content
Phase 4: Categorize
- Review all collected issues.
- De-duplicate — merge issues that are the same bug manifesting in different places.
- Assign final severity and category to each issue.
- Sort by severity (Critical first, then High, Medium, Low).
- Count issues by severity and category for the executive summary.
Phase 5: Report
Generate the final report using the template at templates/dogfood-report-template.md.
The report must include:
- Executive summary with total issue count, breakdown by severity, and testing scope
- Per-issue sections with:
- Issue number and title
- Severity and category badges
- URL where observed
- Description of the issue
- Steps to reproduce
- Expected vs actual behavior
- Screenshot references (use
MEDIA:<screenshot_path>for inline images) - Console errors if relevant
- Summary table of all issues
- Testing notes — what was tested, what was not, any blockers
Save the report to {output_dir}/report.md.
Tools Reference
All browser actions are browser_exec calls; these are the helpers and idioms used above.
| Action | browser_exec idiom | ||
| Go to a URL | new_tab(url) once (or new_tab('about:blank') before registering the hook), then goto_url(url); follow with wait_for_load() | ||
| Page state | page_info() | ||
| DOM / accessibility tree | js(...) extraction, or cdp('Accessibility.getFullAXTree') filtered in Python | ||
| Click | js("document.querySelector(sel).click()") or click_at_xy(x, y) | ||
| Type into an input | fill_input(selector, text) | ||
| Scroll | js('window.scrollBy(0, 800)') | ||
| Go back | js('history.back()') | ||
| Press a key | cdp('Input.dispatchKeyEvent', type='keyDown', key=..., code=..., windowsVirtualKeyCode=...) + keyUp | ||
| Screenshot | capture_screenshot() (image attached to the result; text-only models use vision_analyze on the path) | ||
| JS console errors | hook via cdp('Page.addScriptToEvaluateOnNewDocument', source=HOOK), read with `js('window.__qa_errors | []')` |
Tips
- Always read
window.__qa_errorsafter navigating and after significant interactions. Silent JS errors are among the most valuable findings. - Batch each sub-procedure into one
browser_execcall (navigate, wait, extract, act, check errors) — fewer round-trips, and the hook stays in place. - Take a
capture_screenshot()when you need to reason about element positions or when DOM extraction is ambiguous;click_at_xytakes the centres from the element listing. - Test with both valid and invalid inputs — form validation bugs are common.
- Scroll through long pages — content below the fold may have rendering issues.
- Test navigation flows — click through multi-step processes end-to-end.
- Check responsive behavior by noting any layout issues visible in screenshots.
- Don't forget edge cases: empty states, very long text, special characters, rapid clicking.
- When reporting screenshots to the user, include
MEDIA:<screenshot_path>so they can see the evidence inline.
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