A mature, well-documented framework with smooth onboarding for setup and navigation, but contribution friction and thin developer-facing guides hold it back.
Readiness lenses
The same repo, two ways: how ready it is for an AI coding agent, and for a human newcomer. Switch lenses to see each one's score and checks.
How ready the repo is for an AI coding agent to read, build, and operate it.
79 / 1008 of 17 checks passed across 6 categories.
First Impression
92Crystal-clear value proposition, logos, links, and the one-liner quickstart in the README.
Reasoning available in the full report.Getting Running
86Deterministic build and run commands with env template, but no pinned versions or explicit Node/pnpm lockfile guidance.
Reasoning available in the full report.Finding Your Way
75A monorepo with reasonable structure, but minimal in-repo architecture docs and unclear module organization from the file tree alone.
Reasoning available in the full report.Path to Contribute
64Exists but is loose: a note in the README, issue templates, and PR template, but no formal CONTRIBUTING guide.
Reasoning available in the full report.Signs of Life
88Very active: recent commits, 248 open issues, multiple release workflows, and a strong contributor base.
Reasoning available in the full report.Open Door
93MIT licensed, Discord community link in the README, responsive maintainers named in the contributing note.
Reasoning available in the full report.
Machine Orientation
1 check passed2 problems found
3 more checks in the full report.
Reproducible Setup
1 check passed2 problems found
3 more checks in the full report.
Code Navigability
1 check passed1 problem found
Verification Surface
3 checks passed0 problems found
4 more checks in the full report.
Agent Safety
1 check passed2 problems found
4 more checks in the full report.
Context Economy
1 check passed2 problems found
1 more check in the full report.
How ready the repo is for a human newcomer to understand, set up, and contribute.
11 of 18 checks passed across 6 categories.
First Impression
3 checks passed0 problems found
Getting Running
1 check passed2 problems found
3 more checks in the full report.
Finding Your Way
1 check passed2 problems found
Path to Contribute
2 checks passed1 problem found
3 more checks in the full report.
Signs of Life
2 checks passed1 problem found
Open Door
2 checks passed1 problem found
1 more check in the full report.
Where the grip slips
6 more issues found — each with a concrete fix.
Unlock the full report
See all 7 issues with concrete fixes and the reasoning behind every score. One-off, tied to your account so it works on every device — sign in with GitHub to buy. The score and badge stay free.
Show your score
[](https://latch.fyi/browserbase/stagehand)Share this analysis
https://latch.fyi/browserbase/stagehandFixed some issues? Re-analyze to measure your progress →
Copy the whole report
Grab the entire verdict in one go — a Markdown block for a README or an issue, plain text, or a prompt you can paste straight into an LLM.