Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-13 02:35 UTC

MarketSquare / robotframework-browser

Robot Framework Browser library powered by Playwright.

Python · RobotFramework · TypeScriptApache-2.0★ 655 stars⑂ 147 forkssince Jun 2020View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#playwright#robotframework#testing

MarketSquare/robotframework-browser holds a health index of 93 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Security (61/100). It was last updated today. A single contributor accounts for most of its recent work.

93
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

93
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 79 is calibrated to 93 on the published index scale (record calibration 2026-08-02).

Ownership

marketsquareOrganization
162 followers78 public repossince Nov 2019

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIrobotframework-browser20.4.0566,88018924 days agorobotframeworkplaywrighttestingautomationwebbrowser
PyPIrobotframework-browser-batteries20.4.023,7832124 days agorobotframeworkplaywrighttestingautomationwebbrowser

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

96Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 908 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year908
human_commit_share0.56
days_since_last_push0
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 34 days ago
27/27Release cadence — a release every ~13.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagnightly
releases_from_tagsno
days_since_latest_release34
mean_days_between_releases13.9

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

82Excellent · 17% of overall

Popularity & adoption

70Good
How it's scored
45.7/60Stars — 655 stars
18/25Forks — 147 forks
6.4/15Watchers — 15 watchers
Inputs used
forks147
stars655
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

96Exceptional
How it's scored
77/80Monthly downloads — 590,663 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesrobotframework-browser, robotframework-browser-batteries
dependents—
ecosystemspypi
total_downloads—
monthly_downloads590,663
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

68Good · 23% of overall

Maintainer resilience (bus factor)

44Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
11/22.5Commit distribution — top contributor authored 51% of commits
13.5/13.5Contributor breadth — 50 contributors
10/10OpenSSF Scorecard: Contributors — project has 10 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled50
top_contributor_share0.51

Issue & PR responsiveness

67Good
How it's scored
39.7/42Issue resolution — 95% of issues closed
27.3/30PR acceptance — 3,796/4,176 decided PRs merged
0/13Newcomer PR acceptance — 0/3 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/14 approved changesets -- score normalized to 0
Inputs used
merged_prs3,796
open_issues57
closed_issues1,003
prs_merged_7d5
prs_decided_7d5
prs_merged_30d20
prs_decided_30d24
issue_closed_ratio0.946
closed_unmerged_prs380
first_time_authors_30d2
first_time_prs_merged_30d0
first_time_prs_decided_30d3

Ownership & stewardship

71Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
15.9/25Owner reach — 162 followers of MarketSquare
25/25Track record — 78 public repos, account ~6 yr old
Inputs used
followers162
owner_typeOrganization
is_verifiedno
owner_loginMarketSquare
public_repos78
account_age_days2,506

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on pypi
35/35Publish recency — latest publish 24 days ago
20/20Version history — 189 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesrobotframework-browser, robotframework-browser-batteries
ecosystemspypi
any_deprecatedno
min_days_since_publish24

Engineering Quality

Are baseline engineering and documentation practices in place?

89Excellent · 19% of overall

Engineering practices

82Excellent
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs, pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 26 out of 27 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://marketsquare.github.io/robotframework-browser/Browser.html
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicsplaywright, robotframework, testing
has_wikiyes
homepage—
docs_sitehttps://marketsquare.github.io/robotframework-browser/Browser.html
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

61Moderate · 16% of overall

Security posture

51Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 26 out of 27 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 10 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages15
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:robotframework-browser@20.4.0 runtime dependency closure — what installing the published package pulls in — 15 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

66Good · 4% of overall

Agent context & guidance

37Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
37.1/40Legible commit history — 39 of 56 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.696
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

70Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.mjs, pyproject.toml ([tool.ruff])
11/11Static type checking — Browser/mypy.ini, browser_batteries/BrowserBatteries/py.typed, node/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
8/10Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 40 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configsBrowser/mypy.ini, browser_batteries/BrowserBatteries/py.typed, node/tsconfig.json
agent_commit_share0.04
toolchain_manifests—
dependency_bot_commit_share0.4

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (Browser/mypy.ini, browser_batteries/BrowserBatteries/py.typed, node/tsconfig.json)
53.6/55Manageable file sizes — 5/190 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes161,160
source_files_sampled190
oversized_source_files5

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — protobuf/playwright.proto
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_filesprotobuf/playwright.proto
interfaces_expected_of—
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

655GitHub stars
50contributors
908commits, last 12 months
0days since last push
100releases
1bus factor
57open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'robotframework-playwright' from its registry

More detail

Star and fork history 0 ★ / 147 ⇿
0Stars
147Forks
100Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

025507510012515014352020-062023-072026-09
Major 8Minor 51Patch 37

Each point covers 6 days.

OpenSSF Scorecard 5.1 / 10
5.1aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-13 02:34 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests26 out of 27 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
10Contributorsproject has 10 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 21
RegistryPackageVersion constraintManifest
PyPIrobotframework-browser==20.4.0browser_batteries/pyproject.toml
npm@bufbuild/protobuf^2.14.1package.json
npm@grpc/grpc-js^1.14.4package.json
npm@medv/finder^4.0.2package.json
npmmonocart-coverage-reports^2.13.0package.json
npmpino^10.3.1package.json
npmplaywright^1.63.0package.json
npmstrip-comments^2.0.1package.json
npmuuid^14.0.2package.json
PyPIgrpcio== 1.83.1pyproject.toml
PyPIgrpcio-tools== 1.83.1pyproject.toml
PyPIprotobuf== 7.35.1pyproject.toml
PyPIrobotframework>= 7.1.1, < 9.0.0pyproject.toml
PyPIrobotframework-pythonlibcore== 4.6.0pyproject.toml
PyPIrobotframework-assertion-engine== 5.0.1pyproject.toml
PyPIwrapt>= 2.2.2pyproject.toml
PyPIoverrides>= 7.7.0pyproject.toml
PyPIclick>= 8.4.2pyproject.toml
PyPIseedir>= 0.5.1pyproject.toml
PyPIpsutil>= 7.2.2pyproject.toml
PyPIPyYAML>= 6.0.3pyproject.toml
All dependencies 724

Full resolved dependency set from the GitHub dependency graph: 21 direct and 703 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIclick—direct
PyPIgrpcio1.83.1direct
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PyPIoverrides—direct
PyPIprotobuf7.35.1direct
PyPIpsutil—direct
PyPIpyyaml—direct
PyPIrobotframework—direct
PyPIrobotframework-assertion-engine5.0.1direct
PyPIrobotframework-browser20.4.0direct
PyPIrobotframework-pythonlibcore4.6.0direct
PyPIseedir—direct
PyPIwrapt—direct
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npmyn3.1.1indirect
npmyocto-queue0.1.0indirect
PyPIapprovaltests19.1.1indirect
PyPIbeautifulsoup4—indirect
PyPIbuild—indirect
PyPIcoverage—indirect
PyPIinvoke—indirect
PyPImypy—indirect
PyPImypy-protobuf—indirect
PyPIpillow12.3.0indirect
PyPIpytest—indirect
PyPIpytest-cov—indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-watch—indirect
PyPIpython-dateutil—indirect
PyPIrellu—indirect
PyPIrequests—indirect
PyPIrobotframework-archivelibrary—indirect
PyPIrobotframework-crypto—indirect
PyPIrobotframework-ghareports—indirect
PyPIrobotframework-pabot—indirect
PyPIrobotframework-robocop—indirect
PyPIrobotstatuschecker—indirect
PyPIruff—indirect
PyPIsetuptools—indirect
PyPItomli—indirect
PyPItypes-pyyaml—indirect
PyPIuv—indirect
PyPIwheel—indirect
Dependency advisories 0

Installing pypi:robotframework-browser@20.4.0 pulls in 15 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.