Local-first Agentability Audit toolkit for testing whether web flows expose enough structured semantics, executable actions, state feedback, and evidence for trusted AI agents.

It is not a browser agent and it does not bypass sites that block automation. It is intended for owned websites, staging apps, internal tools, and agent-friendly flows where teams want consent-based AI-agent access.

Install

npm install -D agentability-audit playwright
npx playwright install chromium

CLI

npx agentability audit http://localhost:3000 --task page,search --fail-below 80

agentability-audit is the package name. agentability is the primary CLI binary.

For one-off package execution without a local install:

npx agentability-audit audit http://localhost:3000 --task page,search --fail-below 80

Write reports:

npx agentability audit http://localhost:3000 \
  --task page,search,auth_form,modal,filter,pagination \
  --backend auto \
  --viewport 1280x900 \
  --header "X-Agentability: audit" \
  --out reports/agentability.json \
  --html reports/agentability.html \
  --markdown reports/agentability.md \
  --sarif reports/agentability.sarif \
  --junit reports/agentability.junit.xml \
  --open

Write a complete artifact set with one flag:

npx agentability audit http://localhost:3000 --task page,search --artifact-dir reports/agentability

Explore rules and render reports:

npx agentability init
npx agentability rules
npx agentability explain actionability/duplicate-button-labels
npx agentability report reports/agentability.json --html reports/agentability.html
npx agentability diff reports/base.json reports/head.json
npx agentability validate-config

Use a config file:

// agentability.config.mjs
export default {
  tasks: ["page", "search", "auth_form", "modal", "filter", "pagination"],
  searchQuery: "Richmond ramen",
  observationBackend: "auto",
  failBelow: 80,
  storageState: "playwright/.auth/user.json",
  viewport: { width: 1280, height: 900 },
  deviceScaleFactor: 1,
  userAgent: "agentability-audit",
  locale: "en-US",
  timezoneId: "America/Vancouver",
  colorScheme: "light",
  reducedMotion: "no-preference",
  include: [],
  exclude: ["footer", "[aria-hidden='true']", "[data-agentability-ignore]"],
  retries: 1,
  output: {
    json: "reports/agentability.json",
    html: "reports/agentability.html",
    sarif: "reports/agentability.sarif",
    junit: "reports/agentability.junit.xml"
  },
  rules: {
    severity: {
      "state_feedback/task-probe-skipped": "info"
    },
    suppress: []
  }
};

Named targets are supported through config:

npx agentability audit --target search

Node API

import { auditUrl, hasBlockingIssues, writeAuditReports } from "agentability-audit";

const report = await auditUrl("http://localhost:3000", {
  tasks: ["page", "search"],
  searchQuery: "Richmond ramen",
  observationBackend: "auto",
  onEvent(event) {
    console.log(event.type, event.task ?? "", event.message ?? "");
  },
  rules: {
    severity: {
      "agent_safety/prompt-injection-like-text": "high"
    }
  }
});

console.log(report.scores.overall);
await writeAuditReports(report, { artifactDir: "reports/agentability" });
process.exitCode = hasBlockingIssues(report, 80) ? 1 : 0;

Use an existing Playwright page:

import { auditPage } from "agentability-audit";
import { test, expect } from "@playwright/test";

test("agentability", async ({ page }) => {
  await page.goto("http://localhost:3000");
  const report = await auditPage(page, { tasks: ["page"] });
  expect(report.scores.overall).toBeGreaterThanOrEqual(80);
});

Run multiple targets:

import { auditProject, defineConfig } from "agentability-audit";

const result = await auditProject(defineConfig({
  targets: [
    { name: "home", url: "http://localhost:3000", tasks: ["page"] },
    { name: "search", url: "http://localhost:3000/search", tasks: ["page", "search"] }
  ]
}));

console.log(result.summary.averageScore);

What The Scores Mean

semanticDiscoverability: agents can find labels, roles, headings, forms, and intent regions.
actionability: executable controls are exposed with unambiguous labels and target identity.
stateFeedback: task probes can observe URL, title, text, dialog, or region changes after actions.
recoverability: exposed elements have stable semantic IDs, locator fingerprints, and lineage.
agentSafety: risky content such as ads or instruction-like page text is structurally distinguishable.

What This Catches

Missing input labels, button names, link names, headings, and primary content regions.
Duplicate action labels and duplicate locator fingerprints.
Missing action target identity, low-confidence inferred actions, and modal dialogs without dismiss actions.
Skipped or failed task probes for search, auth/form-like pages, modals, filters, pagination, downloads, and table-like pages.
Sponsored content that is not structurally separated.
Prompt-injection-like visible page text that asks agents to ignore instructions.

What This Does Not Catch Yet

Full parity with every browser assistant snapshot format. The package now captures CDP Accessibility tree and Playwright ARIA/AI snapshot evidence when available, then falls back to DOM semantic extraction.
Deep visual layout, canvas semantics, and image-only content.
Full checkout or destructive-action execution without user-provided safe fixtures.
Attempts to bypass sites that intentionally block automation.

Privacy

The package runs locally and does not upload page data. Reports may include visible page text and labels. Use redact patterns to remove sensitive values from output:

await auditUrl("http://localhost:3000", {
  redact: [/customer-\d+/g, "secret-project-name"]
});

Current Scope

The current execution backend is Playwright-controlled Chromium. Observation can use auto, cdp_ax_tree, playwright_aria, or dom_semantic. Reports record the requested backend, selected backend, fallback chain, and a compact observation evidence summary. Structured state is still normalized into semantic elements, action graph, intent regions, state IDs, and task replay evidence.

Read Your First Report

Start with scores.overall; use --fail-below 80 as a CI gate.
Review issues in severity order. Each issue has a stable ruleId, category, evidence, and recommendation.
Check observations to confirm whether the run used native CDP Accessibility, Playwright ARIA/AI snapshot, or DOM semantic fallback.
Check replay.steps for task evidence: state IDs before/after, DOM delta summary, network summary, console summary, and duration.
Use the HTML report for product review and SARIF/JUnit for CI systems.

CI Examples

GitHub Actions:

- run: npx playwright install --with-deps chromium
- run: npm run preview -- --host 127.0.0.1 --port 4173 &
- run: npx wait-on http://127.0.0.1:4173
- run: npx agentability audit http://127.0.0.1:4173 --task page,search --fail-below 80 --artifact-dir reports/agentability

Vercel or Netlify preview:

npx agentability audit "$DEPLOY_PRIME_URL" --task page,form,modal --fail-below 80 --artifact-dir reports/agentability

Generic npm script:

{
  "scripts": {
    "agentability": "agentability audit http://localhost:3000 --task page,search --fail-below 80 --artifact-dir reports/agentability"
  }
}

Local Preview Examples

Next.js:

npm run build
npm run start &
npx agentability audit http://localhost:3000 --task page,form

Vite:

npm run build
npm run preview -- --host 127.0.0.1 --port 4173 &
npx agentability audit http://127.0.0.1:4173 --task page,search

Troubleshooting

Playwright browser missing: run npx playwright install chromium.
Blocked public sites: audit owned, staging, internal, or consent-based agent-friendly apps. This package does not bypass bot protection.
Authenticated pages: use storageState, configured cookies, or an authenticated preview environment.
Timeouts: increase --timeout, check your local preview server, and use --header if the preview needs a routing hint.
Noisy footer/ads/decorative areas: use exclude selectors or data-agentability-ignore.
Sensitive reports: configure redact patterns and avoid uploading authenticated artifacts publicly.

Release And Scoring Notes

Reports include metadata.reportVersion and metadata.scoreModelVersion. Treat rule additions, severity changes, and score weighting changes as changelog-worthy release notes. See docs/release-checklist.md in the repository for publish checks.