{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:34:57.786Z","software":{"slug":"lightpanda-io/browser","name":"browser","source":"https://github.com/lightpanda-io/browser","tagline":"Lightpanda: the headless browser designed for AI and automation","summary":"Provisional external discovery candidate. Lightpanda: the headless browser designed for AI and automation","topics":["browser","browser-automation","cdp","headless","lightpanda","playwright","puppeteer","zig"]},"decision":{"fitScore":65,"verdict":"WATCH","analysisState":"ANALYZED","whatItDoes":"Lightpanda: the headless browser designed for AI and automation","whyFound":"CLOUDM0N matched this repository through its capability signals: browser, browser-automation, cdp, headless, lightpanda.","bestFor":"Agents and teams that specifically need the capability provided by browser.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":55,"commitSha":"27831c20bf50bfd3220a89643e85e192df737ca2","scannedAt":"2026-08-30T01:40:22.362Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"27831c20bf50bfd3220a89643e85e192df737ca2","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["browser","browser-automation","cdp","headless","lightpanda","playwright","puppeteer","zig"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"nanobrowser/nanobrowser","name":"nanobrowser","fitScore":65,"verdict":"WATCH","security":{"status":"REVIEW","score":90},"focus":"Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API key. Alternative to OpenAI Operator."},{"slug":"acunningham-ship-it/veilbrowser","name":"veilbrowser","fitScore":42,"verdict":"SKIP","security":{"status":"REVIEW","score":70},"focus":"Stealth browser for AI agents — real Chrome over raw CDP, no Playwright/Puppeteer. TypeScript + MCP-native. Passes sannysoft 57/57, bypasses Cloudflare."},{"slug":"feder-cr/Jobs_Applier_AI_Agent_AIHawk","name":"Jobs_Applier_AI_Agent_AIHawk","fitScore":98,"verdict":"MUST TRY","security":{"status":"PASS","score":100},"focus":"Open source AI job application bot in Python: browser automation and web scraping to read job postings, then auto-apply with a tailored resume and cover letter for each posting."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}