Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-22 23:08 UTC

ajslater / codex

Codex is a web based comic archive browser and reader

Python · VueGPL-3.0★ 319 stars⑂ 17 forkssince Aug 2020View on GitHub ↗
KindCommand-line toolNetwork serviceWeb interfacehow this is determined

ajslater/codex holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (97/100) and lowest on Community & Adoption (56/100). It was last updated today. A single contributor accounts for most of its recent work.

86
overall / 100
Excellent

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.

86
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 72 is calibrated to 86 on the published index scale (record calibration 2026-08-02).

Ownership

AJ SlaterPersonal account
41 followers32 public repossince May 2010

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
PyPIcodex2.2.88,9471305 days agocb7cbrcbtcbzcomicpdf

Metrics by category

Vitality

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

97Exceptional · 21% of overall

Development activity

95Exceptional
How it's scored
36/36Push recency — last push 0 days ago
31.2/36Commit cadence — 45/52 weeks with commits
18/18Commit volume — 946 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year946
human_commit_share1
days_since_last_push0
active_weeks_last_year45

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~4.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv2.2.8
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases4.8
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?

56Moderate · 17% of overall

Popularity & adoption

54Moderate
How it's scored
40.6/60Stars — 319 stars
10/25Forks — 17 forks
3.9/15Watchers — 6 watchers
Inputs used
forks17
stars319
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (GPL-3.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

66Good
How it's scored
52.7/80Monthly downloads — 8,947 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagescodex
dependents—
ecosystemspypi
total_downloads—
monthly_downloads8,947
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)

13Critical
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
4.1/13.5Contributor breadth — 3 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share1

Issue & PR responsiveness

78Good
How it's scored
40.7/42Issue resolution — 97% of issues closed
27.3/30PR acceptance — 537/590 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0
Inputs used
merged_prs537
open_issues7
closed_issues221
prs_merged_7d7
prs_decided_7d8
prs_merged_30d13
prs_decided_30d14
issue_closed_ratio0.969
closed_unmerged_prs53
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

56Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
11.7/25Owner reach — 41 followers of ajslater
23.1/25Track record — 32 public repos, account ~16 yr old
Inputs used
followers41
owner_typeUser
is_verified—
owner_loginajslater
public_repos32
account_age_days5,955
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 5 days ago
20/20Version history — 130 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescodex
ecosystemspypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, package.json ("prettier"), pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://codex-comic-reader.readthedocs.io
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_sitehttps://codex-comic-reader.readthedocs.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

59Moderate · 16% of overall

Security posture

49Weak
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 — 14 out of 14 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 0/17 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 17 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 — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.9
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_packages130
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:codex@2.2.8 runtime dependency closure — what installing the published package pulls in — 130 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.

78Good · 4% of overall

Agent context & guidance

71Good
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
25.6/40Legible commit history — 48 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.48
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes5,850

Verify loop (build / test / typecheck)

82Excellent
How it's scored
18/18One-command bootstrap — Makefile, frontend/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, package.json ("prettier"), pyproject.toml ([tool.ruff])
11/11Static type checking — frontend/jsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 47 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, frontend/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsfrontend/jsconfig.json
agent_commit_share0.47
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (frontend/jsconfig.json)
55/55Manageable file sizes — 0/716 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes49,731
source_files_sampled716
oversized_source_files0

Key facts

319GitHub stars
3contributors
946commits, last 12 months
0days since last push
100releases
1bus factor
7open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'codex' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download figures for codex carried forward from the previous scan (stats endpoint unavailable this scan)

More detail

Star and fork history 0 ★ / 17 ⇿
0Stars
17Forks
92Releases

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.

0481216201712020-082023-082026-07
Major 1Minor 7Patch 84

Each point covers 6 days.

OpenSSF Scorecard 4.9 / 10
4.9aggregate

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 · 2026-08-22 23:07 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-Tests14 out of 14 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 0/17 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 17 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
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 42
RegistryPackageVersion constraintManifest
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All dependencies 295

Full resolved dependency set from the GitHub dependency graph: 42 direct and 253 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPImsgpack1.2.1indirect
PyPImultivolumefile0.2.3indirect
PyPIneovim0.3.1indirect
PyPInodejs-wheel-binaries24.16.0indirect
PyPInplusone1.0.0indirect
PyPInumpy2.5.2indirect
PyPIoauthlib3.3.1indirect
PyPIorderly-set5.5.0indirect
PyPIoxipng-pybind10.1.1.post4indirect
PyPIpackaging26.3indirect
PyPIpathspec1.1.1indirect
PyPIpicopt6.8.1indirect
PyPIpiexif1.1.3indirect
PyPIpikepdf10.11.0indirect
PyPIpillow-jxl-plugin1.3.8indirect
PyPIplatformdirs4.11.3indirect
PyPIpluggy1.6.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpy7zr1.1.3indirect
PyPIpybcj1.0.8indirect
PyPIpycountry26.2.16indirect
PyPIpycparser3.0indirect
PyPIpycryptodomex3.23.0indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpymupdf1.28.2indirect
PyPIpynvim0.6.0indirect
PyPIpypi-cleanup0.1.10indirect
PyPIpyppmd1.3.1indirect
PyPIpyrate-limiter4.4.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-django4.14.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpytz2026.3.post1indirect
PyPIpywavelets1.9.0indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0.3indirect
PyPIpyyaml-env-tag1.1indirect
PyPIquestionary2.1.1indirect
PyPIradon6.0.1indirect
PyPIrapidfuzz3.14.5indirect
PyPIrarfile4.5indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIrequests-cache1.3.3indirect
PyPIrequests-ratelimiter0.10.0indirect
PyPIresvg-py0.4.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc39871.3.8indirect
PyPIrich15.0.0indirect
PyPIrich-argparse1.8.0indirect
PyPIrnc2rng2.7.0indirect
PyPIrpds-py2026.6.3indirect
PyPIrply0.7.8indirect
PyPIruamel-yaml0.19.1indirect
PyPIruff0.16.3indirect
PyPIscipy1.18.0indirect
PyPIsecretstorage3.5.0indirect
PyPIsemver3.0.4indirect
PyPIshellingham1.5.4indirect
PyPIsimplejson4.1.1indirect
PyPIsimyan3.1.0indirect
PyPIsix1.17.0indirect
PyPIsqlparse0.6.0indirect
PyPItexttable1.7.0indirect
PyPItoml-cli0.8.2indirect
PyPItomlkit0.15.1indirect
PyPItreestamps5.0.1indirect
PyPIty0.0.72indirect
PyPItyper0.27.1indirect
PyPItypes-psycopg22.9.21.20260724indirect
PyPItypes-python-dateutil2.9.0.20260807indirect
PyPItypeshed-client2.13.0indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIuri-template1.3.0indirect
PyPIuritemplate4.2.0indirect
PyPIurl-normalize3.0.0indirect
PyPIurllib32.7.0indirect
PyPIurnparse0.2.2indirect
PyPIvulture2.16indirect
PyPIwatchdog6.0.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebcolors25.10.0indirect
PyPIwin32-setctime1.2.0indirect
PyPIxmlschema4.3.2indirect
PyPIxmltodict1.0.4indirect
PyPIzipremove0.10.0indirect
Dependency advisories 0

Installing pypi:codex@2.2.8 pulls in 130 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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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.