Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-18 09:08 UTC

livingstaccato / octowright

PythonCustom license★ 1 star⑂ 0 forkssince May 2026View on GitHub ↗
KindCommand-line toolMCP serverLibraryNetwork servicehow this is determined

livingstaccato/octowright holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Engineering Quality (88/100) and lowest on Community & Adoption (30/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

77
overall / 100
Good

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.

77
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 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

TimPersonal account
19 followers47 public repossince Jun 2012@neurotic-org @provide-io

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIoctowright0.24.02,699484 days agoagentbrowser-automationclaudemcpmodel-context-protocolplaywrighttesting

Metrics by category

Vitality

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

86Excellent · 21% of overall

Development activity

77Good
How it's scored
36/36Push recency — last push 4 days ago
13.2/36Commit cadence — 19/52 weeks with commits
18/18Commit volume — 1,360 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,360
human_commit_share1
days_since_last_push4
active_weeks_last_year19

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 39 releases published
36/36Release recency — latest release 4 days ago
27/27Release cadence — a release every ~1.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count39
latest_release_tagv0.24.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases1.5
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

30At Risk · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 1 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

44Weak
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseno
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

57Moderate
How it's scored
45.8/80Monthly downloads — 2,699 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesoctowright
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,699
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?

57Moderate · 23% of overall

Maintainer resilience (bus factor)

16Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

73Good
How it's scored
35/42Issue resolution — 83% of issues closed
28.5/30PR acceptance — 229/241 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0
Inputs used
merged_prs229
open_issues2
closed_issues10
prs_merged_7d19
prs_decided_7d19
prs_merged_30d49
prs_decided_30d60
issue_closed_ratio0.833
closed_unmerged_prs12
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

54Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
9.4/25Owner reach — 19 followers of livingstaccato
24.2/25Track record — 47 public repos, account ~14 yr old
Inputs used
followers19
owner_typeUser
is_verified—
owner_loginlivingstaccato
public_repos47
account_age_days5,207
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 4 days ago
20/20Version history — 48 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesoctowright
ecosystemspypi
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

88Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — biome.json, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

80Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://foundry.provide.io/octowright/
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_sitehttps://foundry.provide.io/octowright/
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

64Moderate · 16% of overall

Security posture

55Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/8 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
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 — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. 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_packages57
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:octowright@0.24.0 runtime dependency closure — what installing the published package pulls in — 57 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.

80Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, src/octowright/browser_pool/AGENTS.md, src/octowright/browser_pool/CLAUDE.md, src/octowright/cli/AGENTS.md, src/octowright/cli/CLAUDE.md, src/octowright/macros/AGENTS.md, src/octowright/macros/CLAUDE.md, src/octowright/session/AGENTS.md, src/octowright/session/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 94 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.94
agent_instruction_filesAGENTS.md, CLAUDE.md, src/octowright/browser_pool/AGENTS.md, src/octowright/browser_pool/CLAUDE.md, src/octowright/cli/AGENTS.md, src/octowright/cli/CLAUDE.md, src/octowright/macros/AGENTS.md, src/octowright/macros/CLAUDE.md, src/octowright/session/AGENTS.md, src/octowright/session/CLAUDE.md, tests/AGENTS.md, tests/CLAUDE.md
agent_instruction_max_bytes60,105

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — biome.json, pyproject.toml ([tool.ruff])
11/11Static type checking — ci/js-typecheck/tsconfig.json, packages/octowright-frontend/tsconfig.json, packages/octowright-terminal/assets-src/tsconfig.json, packages/octowright-terminal/src/octowright_terminal/py.typed
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsci/js-typecheck/tsconfig.json, packages/octowright-frontend/tsconfig.json, packages/octowright-terminal/assets-src/tsconfig.json, packages/octowright-terminal/src/octowright_terminal/py.typed
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (ci/js-typecheck/tsconfig.json, packages/octowright-frontend/tsconfig.json, packages/octowright-terminal/assets-src/tsconfig.json, packages/octowright-terminal/src/octowright_terminal/py.typed)
54.8/55Manageable file sizes — 3/928 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes328,904
source_files_sampled928
oversized_source_files3

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — demos, examples
Inputs used
example_dirsdemos, examples
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

1GitHub stars
1contributors
1,360commits, last 12 months
4days since last push
39releases
1bus factor
2open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-09-18 09:08 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
10CI-Tests4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/8 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
1Vulnerabilities9 existing vulnerabilities detected
Direct dependencies 15
RegistryPackageVersion constraintManifest
PyPIdefusedxml>=0.7.1pyproject.toml
PyPIhttpx2>=2.5.0pyproject.toml
PyPImcp>=2.0.0pyproject.toml
PyPIplaywright>=1.47.0pyproject.toml
PyPIanyio>=4.4.0pyproject.toml
PyPIprovide-telemetry>=0.4.8pyproject.toml
PyPIclick>=8.1pyproject.toml
PyPIcryptography>=50.0.0pyproject.toml
PyPIcryptography>=46.0.3,<46.0.4pyproject.toml
PyPIpyyaml>=6pyproject.toml
PyPIstarlette>=1.3.1pyproject.toml
PyPIuvicorn>=0.30pyproject.toml
PyPIpython-multipart>=0.0.31pyproject.toml
PyPImsgpack>=1.2.1pyproject.toml
PyPIpydantic-settings>=2.14.2pyproject.toml
All dependencies 353

Full resolved dependency set from the GitHub dependency graph: 15 direct and 338 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPImcp2.0.0direct
PyPImsgpack1.2.1direct
PyPIplaywright1.62.0direct
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PyPIast-serialize0.8.0indirect
PyPIasyncssh2.23.1indirect
PyPIattrs26.1.0indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbandit1.9.4indirect
PyPIboolean-py5.0indirect
PyPIbuild1.5.0indirect
PyPIcachecontrol0.14.4indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.1indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.5.1indirect
PyPIcodespell2.4.3indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.15.4indirect
PyPIcyclonedx-python-lib11.12.0indirect
PyPIdetect-secrets1.5.0indirect
PyPIdistlib0.4.3indirect
PyPIdocutils0.23indirect
PyPIexecnet2.1.2indirect
PyPIfilelock3.32.3indirect
PyPIgoogleapis-common-protos1.75.1indirect
PyPIgreenlet3.5.5indirect
PyPIh110.16.0indirect
PyPIhatchling—indirect
PyPIhttpcore22.12.0indirect
PyPIhttptools0.8.0indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIhypothesis6.165.10indirect
PyPIid1.6.1indirect
PyPIidentify2.6.19indirect
PyPIidna3.19indirect
PyPIimportlib-metadata9.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.6.0indirect
PyPIjeepney0.9.0indirect
PyPIjinja23.1.6indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIkeyring25.7.0indirect
PyPIlibcst1.9.0indirect
PyPIlibrt0.15.0indirect
PyPIlicense-expression30.4.4indirect
PyPIlinkify-it-py2.1.0indirect
PyPImando0.7.1indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImcp-types2.0.0indirect
PyPImdit-py-plugins0.6.1indirect
PyPImdurl0.1.2indirect
PyPImemray1.20.0indirect
PyPImore-itertools11.1.0indirect
PyPImutmut3.7.0indirect
PyPImypy2.3.1indirect
PyPImypy-extensions1.1.0indirect
PyPInh30.3.6indirect
PyPInodeenv1.10.0indirect
PyPIoctowright—indirect
PyPIoctowright-terminal0.1.1indirect
PyPIopentelemetry-api1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirect
PyPIopentelemetry-instrumentation0.65b0indirect
PyPIopentelemetry-instrumentation-logging0.65b0indirect
PyPIopentelemetry-proto1.44.0indirect
PyPIopentelemetry-sdk1.44.0indirect
PyPIopentelemetry-semantic-conventions0.65b0indirect
PyPIoutcome1.3.0.post0indirect
PyPIpackageurl-python0.17.6indirect
PyPIpackaging26.3indirect
PyPIpathspec1.1.1indirect
PyPIpip26.2.1indirect
PyPIpip-api0.0.34indirect
PyPIpip-audit2.10.1indirect
PyPIpip-licenses5.5.5indirect
PyPIpip-requirements-parser32.0.1indirect
PyPIplatformdirs4.11.3indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.6.2indirect
PyPIprettytable3.18.0indirect
PyPIprotobuf7.35.1indirect
PyPIprovide-uterm—indirect
PyPIprovide-uterm0.5.1indirect
PyPIprovide-uterm-client0.5.0indirect
PyPIprovide-uterm-platform—indirect
PyPIprovide-uterm-platform0.5.0indirect
PyPIprovide-uterm-server—indirect
PyPIprovide-uterm-server0.5.0indirect
PyPIpy-serializable2.1.0indirect
PyPIpy-spy0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpyee13.0.1indirect
PyPIpygments2.21.0indirect
PyPIpyjwt2.13.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-anyio0.0.0indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-randomly4.1.0indirect
PyPIpytest-rerunfailures16.6indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-debian1.1.1indirect
PyPIpython-discovery1.5.2indirect
PyPIpython-dotenv1.2.3indirect
PyPIpython-magic0.4.27indirect
PyPIpywin32312indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml-ft8.0.0indirect
PyPIradon6.0.1indirect
PyPIreadme-renderer45.0indirect
PyPIreferencing0.37.0indirect
PyPIrequests2.34.2indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIreuse6.2.0indirect
PyPIrfc39862.0.0indirect
PyPIrich15.0.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff0.16.3indirect
PyPIsecretstorage3.5.0indirect
PyPIsetproctitle1.3.7indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsse-starlette3.4.8indirect
PyPIstevedore5.9.0indirect
PyPIstructlog26.1.0indirect
PyPItextual8.2.8indirect
PyPItomli2.4.1indirect
PyPItomli-w1.2.0indirect
PyPItomlkit0.15.1indirect
PyPItrio0.34.0indirect
PyPItruststore0.10.4indirect
PyPItwine7.0.0indirect
PyPIty0.0.72indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.4indirect
PyPIuc-micro-py2.0.0indirect
PyPIurllib32.7.0indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.7.4indirect
PyPIvulture2.16indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebsockets17.0.1indirect
PyPIwrapt2.3.0indirect
PyPIxenon0.9.3indirect
PyPIzipp4.1.0indirect
Dependency advisories 0

Installing pypi:octowright@0.24.0 pulls in 57 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.

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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.