Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-11 00:44 UTC

iansokolskyi / stemtrace

A lightweight Celery task flow visualizer

Python · TypeScriptMIT★ 12 stars⑂ 3 forkssince Dec 2025View on GitHub ↗
KindCommand-line toolLibraryNetwork servicehow this is determined

iansokolskyi/stemtrace holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (92/100) and lowest on Community & Adoption (47/100). It was last updated today. A single contributor accounts for most of its recent work.

80
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.

80
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 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

Ian SokolskyiPersonal account
8 followers7 public repossince Apr 2019

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
PyPIstemtrace0.3.102,838160 days agocelerymonitoringqueuetaskvisualizationworkflow

Metrics by category

Vitality

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

79Good · 21% of overall

Development activity

72Good
How it's scored
36/36Push recency — last push 0 days ago
8.3/36Commit cadence — 12/52 weeks with commits
18/18Commit volume — 374 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year374
human_commit_share1
days_since_last_push0
active_weeks_last_year12

Release discipline

90Excellent
How it's scored
27/27Ships releases — 15 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~31 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count15
latest_release_tagv0.3.10
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases31

Community & Adoption

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

47Weak · 17% of overall

Popularity & adoption

19Critical
How it's scored
16.9/60Stars — 12 stars
2.5/25Forks — 3 forks
0/15Watchers — 0 watchers
Inputs used
forks3
stars12
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges7
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicescodecov.io, github.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

58Moderate
How it's scored
46/80Monthly downloads — 2,838 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesstemtrace
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,838
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?

53Moderate · 23% of overall

Maintainer resilience (bus factor)

13Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.1/22.5Commit distribution — top contributor authored 99% 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_share0.994

Issue & PR responsiveness

74Good
How it's scored
42/42Issue resolution — 100% of issues closed
19.2/30PR acceptance — 53/83 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/1 approved changesets -- score normalized to 0
Inputs used
merged_prs53
open_issues0
closed_issues6
prs_merged_7d5
prs_decided_7d5
prs_merged_30d5
prs_decided_30d5
issue_closed_ratio1
closed_unmerged_prs30
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

44Weak
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
6.9/25Owner reach — 8 followers of iansokolskyi
18.6/25Track record — 7 public repos, account ~7 yr old
Inputs used
followers8
owner_typeUser
is_verified—
owner_loginiansokolskyi
public_repos7
account_age_days2,723
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 0 days ago
20/20Version history — 16 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesstemtrace
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 3 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 — 1 out of 1 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

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://github.com/iansokolskyi/stemtrace#readme
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_sitehttps://github.com/iansokolskyi/stemtrace#readme
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

69Good · 16% of overall

Security posture

61Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 1 out of 1 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 0/1 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
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 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.1

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages361
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 361 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. 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.

65Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 86 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.86
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

87Excellent
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 — src/stemtrace/py.typed, src/stemtrace/server/ui/frontend/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, uv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configssrc/stemtrace/py.typed, src/stemtrace/server/ui/frontend/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

80Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (src/stemtrace/py.typed, src/stemtrace/server/ui/frontend/tsconfig.json)
53.4/55Manageable file sizes — 4/136 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes84,009
source_files_sampled136
oversized_source_files4

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

12GitHub stars
3contributors
374commits, last 12 months
0days since last push
15releases
1bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:stemtrace@0.3.10; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks

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.

222333322026-022026-022026-02
OpenSSF Scorecard 6.1 / 10
6.1aggregate

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 · 2026-10-11 00:44 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests1 out of 1 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 0/1 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
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
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 9
RegistryPackageVersion constraintManifest
PyPIcelery>=5.0.0pyproject.toml
PyPIpydantic>=2.0.0pyproject.toml
PyPItyping_extensions>=4.0.0pyproject.toml
PyPIredis>=4.1.0pyproject.toml
PyPIfastapi>=0.112.1pyproject.toml
PyPIstarlette>=0.38.6pyproject.toml
PyPItyper>=0.9.0pyproject.toml
PyPIuvicorn>=0.20.0pyproject.toml
PyPIhttpx>=0.24.0pyproject.toml
All dependencies 361

Full resolved dependency set from the GitHub dependency graph: 9 direct and 352 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIcelery5.6.3direct
PyPIfastapi0.142.2direct
PyPIhttpx0.28.1direct
PyPIpydantic2.13.5direct
PyPIredis8.1.0direct
PyPIstarlette1.7.0direct
PyPItyper0.27.3direct
PyPItyping-extensions4.16.0direct
PyPIuvicorn0.40.0direct
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npmnanoid3.3.20indirect
npmnode-releases2.0.57indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.7indirect
npmplaywright1.57.0indirect
npmplaywright-core1.57.0indirect
npmpostcss8.5.29indirect
npmprettier3.9.9indirect
npmreact19.2.3indirect
npmreact-day-picker9.13.0indirect
npmreact-dom19.2.3indirect
npmreact-refresh0.18.0indirect
npmreaddirp5.1.1indirect
npmrequire-directory2.1.1indirect
npmresolve-pkg-maps1.0.0indirect
npmrollup4.64.0indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmseroval1.6.8indirect
npmseroval-plugins1.6.8indirect
npmsolid-js1.9.15indirect
npmsource-map-js1.2.2indirect
npmstring-width4.2.3indirect
npmstrip-ansi6.0.1indirect
npmtailwindcss4.3.3indirect
npmtapable2.3.3indirect
npmtiny-invariant1.3.3indirect
npmtinyglobby0.2.17indirect
npmtsx4.21.0indirect
npmtypescript5.9.3indirect
npmundici-types6.21.0indirect
npmunplugin3.4.0indirect
npmupdate-browserslist-db1.3.3indirect
npmuse-sync-external-store1.6.0indirect
npmvite7.3.6indirect
npmwebpack-virtual-modules0.6.2indirect
npmwrap-ansi7.0.0indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmzod4.6.5indirect
npmzustand4.5.7indirect
PyPIamqp5.3.1indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.14.2indirect
PyPIast-serialize0.12.1indirect
PyPIasync-timeout5.0.1indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIbackports-tarfile1.2.0indirect
PyPIbilliard4.2.4indirect
PyPIbracex2.6indirect
PyPIbuild1.6.1indirect
PyPIbump-my-version1.5.1indirect
PyPIcertifi2025.11.12indirect
PyPIcffi2.0.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.4indirect
PyPIclick8.2.1indirect
PyPIclick-didyoumean0.3.1indirect
PyPIclick-plugins1.1.1.2indirect
PyPIclick-repl0.3.0indirect
PyPIcolorama0.4.6indirect
PyPIcoverage7.13.0indirect
PyPIcryptography50.0.2indirect
PyPIdistlib0.4.0indirect
PyPIdocutils0.22.4indirect
PyPIexceptiongroup1.3.1indirect
PyPIfilelock3.32.7indirect
PyPIgrimp3.17indirect
PyPIh110.16.0indirect
PyPIhatchling1.28.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpcore22.13.1indirect
PyPIhttptools0.7.1indirect
PyPIhttpx22.13.1indirect
PyPIhttpx2-jsfetch1.0indirect
PyPIid1.5.0indirect
PyPIidentify2.6.15indirect
PyPIidna3.20indirect
PyPIimport-linter2.15indirect
PyPIimportlib-metadata8.7.1indirect
PyPIiniconfig2.3.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context6.1.2indirect
PyPIjaraco-functools4.4.0indirect
PyPIjeepney0.9.0indirect
PyPIkeyring25.7.0indirect
PyPIkombu5.6.1indirect
PyPIlibrt0.16.0indirect
PyPImarkdown-it-py4.0.0indirect
PyPImdurl0.1.2indirect
PyPImore-itertools10.8.0indirect
PyPImypy2.4.0indirect
PyPImypy-extensions1.1.0indirect
PyPInh30.3.2indirect
PyPInodeenv1.10.0indirect
PyPIopentelemetry-api1.45.1indirect
PyPIpackaging26.3indirect
PyPIpathspec1.1.1indirect
PyPIplatformdirs4.5.1indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit4.6.2indirect
PyPIprompt-toolkit3.0.52indirect
PyPIpycparser2.23indirect
PyPIpydantic-core2.46.5indirect
PyPIpydantic-settings2.15.0indirect
PyPIpygments2.21.0indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.6.1indirect
PyPIpython-dotenv1.2.3indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0.3indirect
PyPIquestionary2.1.1indirect
PyPIreadme-renderer44.0indirect
PyPIrequests2.34.2indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrfc39862.0.0indirect
PyPIrich15.0.0indirect
PyPIrich-click1.9.5indirect
PyPIruff0.16.10indirect
PyPIsecretstorage3.5.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIstemtrace0.3.10indirect
PyPItomli2.3.0indirect
PyPItomlkit0.13.3indirect
PyPItrove-classifiers2025.12.1.14indirect
PyPItruststore0.10.4indirect
PyPItwine7.0.0indirect
PyPItypes-cffi1.17.0.20250915indirect
PyPItypes-pyopenssl24.1.0.20240722indirect
PyPItypes-redis4.6.0.20241004indirect
PyPItypes-setuptools80.9.0.20251223indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2025.3indirect
PyPItzlocal5.3.1indirect
PyPIurllib32.8.0indirect
PyPIuvloop0.22.1indirect
PyPIvine5.1.0indirect
PyPIvirtualenv21.14.5indirect
PyPIwatchfiles1.1.1indirect
PyPIwcmatch10.1indirect
PyPIwcwidth0.2.14indirect
PyPIwebsockets16.1.1indirect
PyPIzipp3.23.0indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 361 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

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