Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 00:41 UTC

photoprism / photoprism

AI-Powered Photos App 🌈💎✨

Go · JavaScriptCustom license★ 40,032 stars⑂ 2,315 forkssince Jan 2018View on GitHub ↗
KindNetwork serviceWeb interfaceCommand-line toolhow this is determined
#golang#tensorflow#photography#private-cloud#google-photos#ai#machine-learning#self-hosted

photoprism/photoprism holds a health index of 89 out of 100, placing it in the Excellent band. It scores highest on Vitality (93/100) and lowest on Security (61/100). It was last updated today. A single contributor accounts for most of its recent work.

89
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.

89
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 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

PhotoPrismOrganization
606 followers23 public repossince Oct 2017

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

Metrics by category

Vitality

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

93Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 2,352 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,352
human_commit_share1
days_since_last_push0
active_weeks_last_year51

Release discipline

83Excellent
How it's scored
27/27Ships releases — 83 releases published
36/36Release recency — latest release 7 days ago
19.8/27Release cadence — a release every ~57.2 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count83
latest_release_tag260728-bbde8f452
releases_from_tagsno
days_since_latest_release7
mean_days_between_releases57.2

Community & Adoption

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

93Exceptional · 17% of overall

Popularity & adoption

99Exceptional
How it's scored
60/60Stars — 40,032 stars
25/25Forks — 2,315 forks
13.9/15Watchers — 315 watchers
Inputs used
forks2,315
stars40,032
watchers315
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateyes

Sustainability & Governance

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

61Moderate · 23% of overall

Maintainer resilience (bus factor)

37Weak
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.4/22.5Commit distribution — top contributor authored 80% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 22 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled100
top_contributor_share0.805

Issue & PR responsiveness

61Moderate
How it's scored
35.3/42Issue resolution — 84% of issues closed
24.3/30PR acceptance — 953/1,177 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 4/28 approved changesets -- score normalized to 1
Inputs used
merged_prs953
open_issues420
closed_issues2,205
prs_merged_7d2
prs_decided_7d3
prs_merged_30d21
prs_decided_30d24
issue_closed_ratio0.84
closed_unmerged_prs224
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1

Ownership & stewardship

90Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
20/25Owner reach — 606 followers of photoprism
22.1/25Track record — 23 public repos, account ~8 yr old
Inputs used
followers606
owner_typeOrganization
is_verified—
owner_loginphotoprism
public_repos23
account_age_days3,229
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

68Good · 19% of overall

Engineering practices

70Good
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, eslint.config.mjs
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

65Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://www.photoprism.app
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsgolang, tensorflow, photography, private-cloud, google-photos, ai, machine-learning, self-hosted
has_wikino
homepagehttps://www.photoprism.app
docs_sitehttps://www.photoprism.app
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

61Moderate · 16% of overall

Security posture

54Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
1.2/2.5CII-Best-Practices — badge detected: Passing
0.8/7.5Code-Review — Found 4/28 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 22 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.

Dependency advisories

89Excellent
How it's scored
26.6/35Direct dependencies free of known advisories — 1 affected: golang.org/x/crypto v0.54.0 (unknown)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories7
affected_packages5
assessed_packages1,363
unassessed_packages90
affected_by_severityhigh 4, unknown 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1363 resolved dependencies against OSV. 90 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

84Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .claude/CLAUDE.md, .github/copilot-instructions.md, .github/instructions/backend.instructions.md, .github/instructions/frontend.instructions.md, AGENTS.md, frontend/AGENTS.md, internal/AGENTS.md, internal/api/AGENTS.md, internal/commands/AGENTS.md, internal/config/AGENTS.md, internal/entity/migrate/AGENTS.md, internal/photoprism/AGENTS.md, internal/service/cluster/AGENTS.md, pkg/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 78 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.78
agent_instruction_files.claude/CLAUDE.md, .github/copilot-instructions.md, .github/instructions/backend.instructions.md, .github/instructions/frontend.instructions.md, AGENTS.md, frontend/AGENTS.md, internal/AGENTS.md, internal/api/AGENTS.md, internal/commands/AGENTS.md, internal/config/AGENTS.md, internal/entity/migrate/AGENTS.md, internal/photoprism/AGENTS.md, internal/service/cluster/AGENTS.md, pkg/AGENTS.md
agent_instruction_max_bytes14,837

Verify loop (build / test / typecheck)

72Good
How it's scored
18/18One-command bootstrap — Makefile, docker/demo/Makefile, docker/tensorflow/Makefile, docker/tensorflow/arm64/Makefile, docker/tensorflow/cross/Makefile, docker/tensorflow/jetson-nano/Makefile, docker/tensorflow/osx/Makefile, frontend/Makefile, scripts/dist/Makefile, setup/docker/Makefile, setup/podman/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, eslint.config.mjs
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
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
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, docker/demo/Makefile, docker/tensorflow/Makefile, docker/tensorflow/arm64/Makefile, docker/tensorflow/cross/Makefile, docker/tensorflow/jetson-nano/Makefile, docker/tensorflow/osx/Makefile, frontend/Makefile, scripts/dist/Makefile, setup/docker/Makefile, setup/podman/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0
toolchain_manifestsdocker/dummy/oidc/app/go.mod, go.mod
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.6/55Manageable file sizes — 20/2,728 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes340,726
source_files_sampled2,728
oversized_source_files20

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — internal/api/swagger.json
20/20MCP server
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalyes
api_schema_filesinternal/api/swagger.json
interfaces_expected_ofnetwork-service

Key facts

40,032GitHub stars
100contributors
2,352commits, last 12 months
0days since last push
83releases
1bus factor
420open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch go package 'github.com/photoprism/photoprism' from its registry

More detail

Star and fork history 0 ★ / 2,315 ⇿
0Stars
2,315Forks
27Releases

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.

1,2001,4001,6001,8002,0002,2002,4002,315152023-052024-122026-07
Major 0Minor 0Patch 0

Each point covers 3 days.

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 · 2026-08-05 00:40 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 4 merged PRs checked by a CI test -- score normalized to 0
5CII-Best-Practicesbadge detected: Passing
1Code-ReviewFound 4/28 approved changesets -- score normalized to 1
10Contributorsproject has 22 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
6Vulnerabilities4 existing vulnerabilities detected
Direct dependencies 164
RegistryPackageVersion constraintManifest
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Gogithub.com/sunfish-shogi/bufseekiov0.1.0go.mod
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All dependencies 1,453

Full resolved dependency set from the GitHub dependency graph: 258 direct and 1,195 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmvscode-languageserver-types3.17.5indirect
npmvscode-languageserver-types3.18.0indirect
npmvscode-nls5.2.0indirect
npmvscode-uri3.1.0indirect
npmvue-component-meta3.3.8indirect
npmvue-component-type-helpers3.3.8indirect
npmvue-eslint-parser10.4.1indirect
npmw3c-xmlserializer5.0.0indirect
npmwatchpack2.5.2indirect
npmwebidl-conversions8.0.1indirect
npmwebpack-sources1.4.3indirect
npmwebpack-sources2.3.1indirect
npmwebpack-sources3.5.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhich2.0.2indirect
npmwhich-boxed-primitive1.1.1indirect
npmwhich-builtin-type1.2.1indirect
npmwhich-collection1.0.2indirect
npmwhich-typed-array1.1.22indirect
npmwhy-is-node-running2.3.0indirect
npmwildcard2.0.1indirect
npmword-wrap1.2.5indirect
npmworkbox-background-sync7.4.1indirect
npmworkbox-broadcast-update7.4.1indirect
npmworkbox-build7.4.1indirect
npmworkbox-cacheable-response7.4.1indirect
npmworkbox-core7.4.1indirect
npmworkbox-expiration7.4.1indirect
npmworkbox-google-analytics7.4.1indirect
npmworkbox-navigation-preload7.4.1indirect
npmworkbox-precaching7.4.1indirect
npmworkbox-range-requests7.4.1indirect
npmworkbox-recipes7.4.1indirect
npmworkbox-routing7.4.1indirect
npmworkbox-strategies7.4.1indirect
npmworkbox-streams7.4.1indirect
npmworkbox-sw7.4.1indirect
npmworkbox-window7.4.1indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi8.1.0indirect
npmwrappy1.0.2indirect
npmws8.21.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist3.1.1indirect
npmyallist5.0.0indirect
npmyaml1.10.3indirect
npmyocto-queue0.1.0indirect
npmyocto-queue1.2.2indirect
Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,363 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 1 are direct. 90 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
brace-expansion1.1.16indirecthigh25.0.9
brace-expansion2.1.2indirecthigh25.0.9
brace-expansion5.0.8indirecthigh15.0.9
fast-uri3.1.4indirecthigh14.1.2
golang.org/x/cryptov0.54.0directunknown1—

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 v0.31.0 — full methodology · metrics wiki.

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