Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 17:05 UTC

soxoj / maigret

🕵️‍♂️ Collect a dossier on a person by username from 3000+ sites

Python · HTMLMIT★ 37,641 stars⑂ 2,944 forkssince Jun 2020View on GitHub ↗
KindCommand-line toolLibraryNetwork servicehow this is determined

soxoj/maigret holds a health index of 91 out of 100, placing it in the Excellent band. It scores highest on Vitality (89/100) and lowest on AI Readiness (51/100). It was last updated today. A single contributor accounts for most of its recent work.

91
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.

91
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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

SoxojPersonal account
2,221 followers112 public repossince Aug 2017Social Links

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 publish
PyPImaigret0.6.562,5993322 days ago

Metrics by category

Vitality

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

89Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
23.5/36Commit cadence — 34/52 weeks with commits
18/18Commit volume — 529 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year529
human_commit_share0.79
days_since_last_push0
active_weeks_last_year34
How it's scored
27/27Ships releases — 30 releases published
36/36Release recency — latest release 32 days ago
27/27Release cadence — a release every ~41 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count30
latest_release_tagnightly-main
releases_from_tagsno
days_since_latest_release32
mean_days_between_releases41

Community & Adoption

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

89Excellent · 17% of overall
How it's scored
60/60Stars — 37,641 stars
25/25Forks — 2,944 forks
12.5/15Watchers — 178 watchers
Inputs used
forks2,944
stars37,641
watchers178
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 (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateno
How it's scored
64/80Monthly downloads — 62,599 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesmaigret
dependents—
ecosystemspypi
total_downloads—
monthly_downloads62,599
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
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7.2/22.5Commit distribution — top contributor authored 68% of commits
13.5/13.5Contributor breadth — 73 contributors
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled73
top_contributor_share0.682
How it's scored
41.4/42Issue resolution — 99% of issues closed
25/30PR acceptance — 1,168/1,399 decided PRs merged
3.2/13Newcomer PR acceptance — 1/4 first-time contributors' PRs merged in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 4/21 approved changesets -- score normalized to 1
Inputs used
merged_prs1,168
open_issues22
closed_issues1,593
prs_merged_7d12
prs_decided_7d19
prs_merged_30d38
prs_decided_30d47
issue_closed_ratio0.986
closed_unmerged_prs231
first_time_authors_30d2
first_time_prs_merged_30d1
first_time_prs_decided_30d4
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
24.1/25Owner reach — 2,221 followers of soxoj
25/25Track record — 112 public repos, account ~9 yr old
Inputs used
followers2,221
owner_typeUser
is_verified—
owner_loginsoxoj
public_repos112
account_age_days3,320
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 22 days ago
20/20Version history — 33 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmaigret
ecosystemspypi
any_deprecatedno
min_days_since_publish22

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 19% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://maigret.app/gh
10/10Repository description
10/10Topics — 20 topics
0/10Wiki
Inputs used
topicsosint, social-network, identification, socmint, sherlock, investigation, python, python3, open-source, cybersecurity, scraping, osint-python, redteam, osint-framework, cli, reconnaissance, infosec, pentesting, information-gathering, username
has_wikino
homepagehttps://maigret.app/gh
docs_sitehttps://maigret.app/gh
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

66Good · 16% of overall
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 — 30 out of 30 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
0.8/7.5Code-Review — Found 4/21 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 15 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 28 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
3.5/5SAST — SAST tool detected but not 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
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.7
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_packages66
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:maigret@0.6.5 runtime dependency closure — what installing the published package pulls in — 66 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.

51Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 77 of 79 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.975
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
18/18One-command bootstrap — Makefile, docs/Makefile
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 20 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
lockfilespoetry.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, docs/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0.02
toolchain_manifests—
dependency_bot_commit_share0.2
How it's scored
0/45Type-checkable code — Python without a type-check config
53.4/55Manageable file sizes — 2/67 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes75,818
source_files_sampled67
oversized_source_files2
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — notebooks
Inputs used
example_dirsnotebooks
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

37,641GitHub stars
73contributors
529commits, last 12 months
0days since last push
30releases
1bus factor
22open issues
PyPIpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 2,944 ⇿
0Stars
2,944Forks
6Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

1,5002,0002,5003,0002,944592026-052026-072026-09
Major 0Minor 0Patch 5
OpenSSF Scorecard 5.7 / 10
5.7aggregate

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 · 2026-09-16 17:05 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-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/21 approved changesets -- score normalized to 1
10Contributorsproject has 15 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 28 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
7SASTSAST tool detected but not 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
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 28
RegistryPackageVersion constraintManifest
PyPIaiodns>=3,<5pyproject.toml
PyPIaiohttp^3.12.14pyproject.toml
PyPIaiohttp-socks>=0.10.1,<0.13.0pyproject.toml
PyPIarabic-reshaper^3.0.0pyproject.toml
PyPIcertifi>=2025.6.15,<2027.0.0pyproject.toml
PyPIcolorama^0.4.6pyproject.toml
PyPIhtml5lib^1.1pyproject.toml
PyPIJinja2^3.1.6pyproject.toml
PyPIlxml>=6.0.2,<7.0pyproject.toml
PyPIMarkupSafe^3.0.2pyproject.toml
PyPIpycountry>=24.6.1,<27.0.0pyproject.toml
PyPIPySocks^1.7.1pyproject.toml
PyPIpython-bidi^0.6.3pyproject.toml
PyPIpython-dateutil>=2.8.1pyproject.toml
PyPIrequests^2.32.4pyproject.toml
PyPIsocid-extractor>=0.1.1,<0.2.0pyproject.toml
PyPIsoupsieve^2.6pyproject.toml
PyPIalive_progress^3.2.0pyproject.toml
PyPItyping-extensions^4.14.1pyproject.toml
PyPIxhtml2pdf^0.2.11pyproject.toml
PyPIXMind^1.2.0pyproject.toml
PyPIyarl^1.20.1pyproject.toml
PyPInetworkx^2.6.3pyproject.toml
PyPIpyvis^0.3.2pyproject.toml
PyPIreportlab>=4.4.3,<6.0.0pyproject.toml
PyPIflask^3.1.1pyproject.toml
PyPIplatformdirs^4.3.8pyproject.toml
PyPIcurl-cffi>=0.14,<1.0pyproject.toml
All dependencies 115

Full resolved dependency set from the GitHub dependency graph: 28 direct and 87 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIaiodns4.0.4direct
PyPIaiohttp3.14.3direct
PyPIaiohttp-socks0.12.0direct
PyPIalive-progress3.3.0direct
PyPIarabic-reshaper3.0.1direct
PyPIcertifi2026.7.22direct
PyPIcolorama0.4.6direct
PyPIcurl-cffi0.16.3direct
PyPIflask3.1.3direct
PyPIhtml5lib1.1direct
PyPIjinja23.1.6direct
PyPIlxml6.1.3direct
PyPImarkupsafe3.0.3direct
PyPInetworkx2.8.8direct
PyPIplatformdirs4.11.8direct
PyPIpycountry26.2.16direct
PyPIpysocks1.7.1direct
PyPIpython-bidi0.6.11direct
PyPIpython-dateutil2.9.0.post0direct
PyPIpyvis0.3.2direct
PyPIreportlab5.0.1direct
PyPIrequests2.34.2direct
PyPIsocid-extractor0.1.1direct
PyPIsoupsieve2.9.2direct
PyPItyping-extensions4.16.0direct
PyPIxhtml2pdf0.2.19direct
PyPIxmind1.2.0direct
PyPIyarl1.24.5direct
PyPIabout-time4.2.1indirect
PyPIaiohappyeyeballs2.6.1indirect
PyPIaiosignal1.4.0indirect
PyPIasgiref3.12.1indirect
PyPIasn1crypto1.5.1indirect
PyPIast-serialize0.6.0indirect
PyPIasttokens3.0.0indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIbackports-asyncio-runner1.2.0indirect
PyPIbeautifulsoup44.14.3indirect
PyPIblack26.5.1indirect
PyPIblinker1.9.0indirect
PyPIcffi2.0.0indirect
PyPIcharset-normalizer3.4.0indirect
PyPIclick8.1.7indirect
PyPIcoverage7.16.0indirect
PyPIcryptography50.0.0indirect
PyPIcssselect20.7.0indirect
PyPIdecorator5.1.1indirect
PyPIexceptiongroup1.2.2indirect
PyPIexecuting2.1.0indirect
PyPIflake87.3.0indirect
PyPIfrozenlist1.5.0indirect
PyPIgraphemeu0.7.2indirect
PyPIidna3.18indirect
PyPIiniconfig2.0.0indirect
PyPIipython8.30.0indirect
PyPIitsdangerous2.2.0indirect
PyPIjedi0.19.2indirect
PyPIjsonpickle4.0.0indirect
PyPIlibrt0.13.0indirect
PyPImaigret—indirect
PyPImatplotlib-inline0.1.7indirect
PyPImccabe0.7.0indirect
PyPImultidict6.7.1indirect
PyPImypy2.3.1indirect
PyPImypy-extensions1.0.0indirect
PyPIoscrypto1.3.0indirect
PyPIpackaging24.2indirect
PyPIparso0.8.4indirect
PyPIpathspec1.0.4indirect
PyPIpefile2023.2.7indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.3.0indirect
PyPIpluggy1.5.0indirect
PyPIprompt-toolkit3.0.48indirect
PyPIpropcache0.2.1indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpycares5.0.1indirect
PyPIpycodestyle2.14.0indirect
PyPIpycparser2.22indirect
PyPIpyflakes3.4.0indirect
PyPIpygments2.20.0indirect
PyPIpyhanko0.25.3indirect
PyPIpyhanko-certvalidator0.26.5indirect
PyPIpyinstaller6.22.3indirect
PyPIpypdf6.16.1indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-httpserver1.1.5indirect
PyPIpytest-rerunfailures16.6.1indirect
PyPIpython-socks2.5.3indirect
PyPIpytokens0.4.1indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyyaml6.0.2indirect
PyPIqrcode8.0indirect
PyPIsix1.17.0indirect
PyPIsphinx-copybutton—indirect
PyPIsphinx-intl—indirect
PyPIsphinx-rtd-theme—indirect
PyPIstack-data0.6.3indirect
PyPIsvglib2.2.0indirect
PyPItinycss21.4.0indirect
PyPItomli2.2.1indirect
PyPItraitlets5.14.3indirect
PyPItuna0.5.15indirect
PyPItzdata2024.2indirect
PyPItzlocal5.2indirect
PyPIuritools4.0.3indirect
PyPIurllib32.7.0indirect
PyPIwcwidth0.2.13indirect
PyPIwebencodings0.5.1indirect
PyPIwerkzeug3.1.6indirect
Dependency advisories 0

Installing pypi:maigret@0.6.5 pulls in 66 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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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.