Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-15 20:47 UTC

photoprism / photoprism

AI-Powered Photos App 🌈💎✨

Go · JavaScriptCustom license★ 39,974 stars⑂ 2,311 forkssince Jan 2018View on GitHub ↗
#golang#tensorflow#photography#private-cloud#google-photos#ai#machine-learning#self-hosted

photoprism/photoprism holds a health index of 74 out of 100, placing it in the Good band. It scores highest on Vitality (93/100) and lowest on Security (56/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

74
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

74
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

PhotoPrismOrganization
602 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?

93Excellent · 22% of overall

Development activity

99Excellent
How it's scored
36/36Push recency — last push 2 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 2,250 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,250
human_commit_share—
days_since_last_push2
active_weeks_last_year51

Release discipline

83Good
How it's scored
27/27Ships releases — 82 releases published
36/36Release recency — latest release 44 days ago
19.8/27Release cadence — a release every ~51.4 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count82
latest_release_tag260601-a7d098548
releases_from_tagsno
days_since_latest_release44
mean_days_between_releases51.4

Community & Adoption

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

93Excellent · 18% of overall

Popularity & adoption

99Excellent
How it's scored
60/60Stars — 39,974 stars
25/25Forks — 2,311 forks
13.9/15Watchers — 315 watchers
Inputs used
forks2,311
stars39,974
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
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

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

59Moderate · 24% of overall

Maintainer resilience (bus factor)

37At risk
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

71Good
How it's scored
38.5/46.8Issue resolution — 82% of issues closed
30.9/38.3PR acceptance — 937/1,160 decided PRs merged
1.5/15OpenSSF Scorecard: Code-Review — Found 5/28 approved changesets -- score normalized to 1
Inputs used
merged_prs937
open_issues462
closed_issues2,145
issue_closed_ratio0.823
closed_unmerged_prs223

Ownership & stewardship

72Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20/25Owner reach — 602 followers of photoprism
22.1/25Track record — 23 public repos, account ~8 yr old
Inputs used
followers602
owner_typeOrganization
is_verified—
owner_loginphotoprism
public_repos23
account_age_days3,209

Engineering Quality

Are baseline engineering and documentation practices in place?

68Moderate · 20% 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 5 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

65Moderate
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
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

56Moderate · 16% of overall

Security posture

56Moderate
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 5 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 5/28 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 26 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.
6.8/7.5Token-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_aggregate5.6
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

88Excellent · 0% of overall

Agent context & guidance

75Good
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)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
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_bytes13,992
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

88Excellent
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 data
0/8Automated maintenance — no data
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_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.6/55Manageable file sizes — 20/2,672 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes340,726
source_files_sampled2,672
oversized_source_files20

Machine-readable interfaces

100Excellent
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

Key facts

39,974GitHub stars
100contributors
2,250commits, last 12 months
2days since last push
82releases
1bus factor
462open issues
Go, npmpackage ecosystems

Data collection warnings

  • Could not fetch go package 'github.com/photoprism/photoprism' from its registry

More detail

OpenSSF Scorecard 5.6 / 10
5.6aggregate

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 · 2026-07-15 20:46 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 5 merged PRs checked by a CI test -- score normalized to 0
5CII-Best-Practicesbadge detected: Passing
1Code-ReviewFound 5/28 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 26 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.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 163
RegistryPackageVersion constraintManifest
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npm@babel/core^7.29.7frontend/package.json
npm@babel/plugin-transform-runtime^7.29.7frontend/package.json
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npmpassive-events-support^1.1.0frontend/package.json
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npmresolve-url-loader^5.0.0frontend/package.json
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Gogithub.com/dsoprea/go-heic-exif-extractor/v2v2.0.0-20210512044107-62067e44c235go.mod
Gogithub.com/dsoprea/go-jpeg-image-structure/v2v2.0.0-20221012074422-4f3f7e934102go.mod
Gogithub.com/dsoprea/go-png-image-structure/v2v2.0.0-20210512210324-29b889a6093dgo.mod
Gogithub.com/dsoprea/go-tiff-image-structure/v2v2.0.0-20221003165014-8ecc4f52edcago.mod
Gogithub.com/dustin/go-humanizev1.0.1go.mod
Gogithub.com/gin-gonic/ginv1.12.0go.mod
Gogithub.com/golang/geov0.0.0-20260706204034-7a8d33c78269go.mod
Gogithub.com/google/open-location-code/gov0.0.0-20250620134813-83986da0156bgo.mod
Gogithub.com/gorilla/websocketv1.5.3go.mod
Gogithub.com/gosimple/slugv1.15.0go.mod
Gogithub.com/jinzhu/gormv1.9.16go.mod
Gogithub.com/jinzhu/inflectionv1.0.0go.mod
Gogithub.com/karrick/godirwalkv1.17.0go.mod
Gogithub.com/klauspost/cpuid/v2v2.4.0go.mod
Gogithub.com/leandro-lugaresi/hubv1.1.1go.mod
Gogithub.com/leonelquinteros/gotextv1.7.2go.mod
Gogithub.com/lucasb-eyer/go-colorfulv1.4.0go.mod
Gogithub.com/mandykoh/prismv0.35.3go.mod
Gogithub.com/manifoldco/promptuiv0.9.0go.mod
Gogithub.com/montanaflynn/statsv0.9.0go.mod
Gogithub.com/patrickmn/go-cachev2.1.0+incompatiblego.mod
Gogithub.com/paulmach/go.geojsonv1.5.0go.mod
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Gogithub.com/sevlyar/go-daemonv0.1.6go.mod
Gogithub.com/sirupsen/logrusv1.9.4go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/tidwall/gjsonv1.19.0go.mod
Gogithub.com/ulule/deepcopierv0.0.0-20200430083143-45decc6639b6go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogolang.org/x/netv0.57.0go.mod
Gogonum.org/v1/gonumv0.17.0go.mod
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Gogolang.org/x/imagev0.44.0go.mod
Gogithub.com/olekukonko/tablewriterv1.1.4go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gabriel-vasile/mimetypev1.4.13go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogithub.com/go-ldap/ldap/v3v3.4.13go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/commonv0.69.0go.mod
Gogithub.com/dustinkirkland/golang-petnamev0.0.0-20260215035315-f0c533e9ce9bgo.mod
Gogolang.org/x/textv0.40.0go.mod
Gogithub.com/IGLOU-EU/go-wildcardv1.0.3go.mod
Gogithub.com/antchfx/xmlqueryv1.5.1go.mod
Gogithub.com/antchfx/xpathv1.3.6go.mod
Gogithub.com/davidbyttow/govips/v2v2.18.0go.mod
Gogithub.com/go-co-op/gocron/v2v2.21.2go.mod
Gogithub.com/go-sql-driver/mysqlv1.10.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/klauspost/compressv1.19.0go.mod
Gogithub.com/pquerna/otpv1.5.0go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
Gogithub.com/swaggo/filesv1.0.1go.mod
Gogithub.com/swaggo/gin-swaggerv1.6.1go.mod
Gogithub.com/ugjka/go-tz/v2v2.2.8go.mod
Gogithub.com/urfave/cli/v2v2.27.7go.mod
Gogithub.com/wamuir/graftv0.10.0go.mod
Gogithub.com/yalue/onnxruntime_gov1.31.0go.mod
Gogithub.com/zitadel/oidc/v3v3.47.5go.mod
Gogolang.org/x/modv0.38.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogithub.com/abema/go-mp4v1.7.1go.mod
Gogithub.com/sunfish-shogi/bufseekiov0.1.0go.mod
Gogithub.com/emersion/go-webdavv0.7.0go.mod
All dependencies 1,420

Full resolved dependency set from the GitHub dependency graph: 257 direct and 1,163 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/antchfx/xmlqueryv1.5.1direct
Gogithub.com/antchfx/xpathv1.3.6direct
Gogithub.com/davidbyttow/govips/v2v2.18.0direct
Gogithub.com/djherbis/timesv1.6.0direct
Gogithub.com/dsoprea/go-exif/v3v3.0.1direct
Gogithub.com/dsoprea/go-heic-exif-extractor/v2v2.0.0-20210512044107-62067e44c235direct
Gogithub.com/dsoprea/go-jpeg-image-structure/v2v2.0.0-20221012074422-4f3f7e934102direct
Gogithub.com/dsoprea/go-png-image-structure/v2v2.0.0-20210512210324-29b889a6093ddirect
Gogithub.com/dsoprea/go-tiff-image-structure/v2v2.0.0-20221003165014-8ecc4f52edcadirect
Gogithub.com/dustin/go-humanizev1.0.1direct
Gogithub.com/dustinkirkland/golang-petnamev0.0.0-20260215035315-f0c533e9ce9bdirect
Gogithub.com/emersion/go-webdavv0.7.0direct
Gogithub.com/gabriel-vasile/mimetypev1.4.13direct
Gogithub.com/gin-gonic/ginv1.12.0direct
Gogithub.com/go-co-op/gocron/v2v2.21.2direct
Gogithub.com/go-ldap/ldap/v3v3.4.13direct
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Raw JSON report machine-readable
{
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        "Dockerfile": 201558,
        "JavaScript": 2018951,
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      },
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      "created_at": "2018-01-27T12:00:15Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T19:34:31Z",
      "description": "AI-Powered Photos App 🌈💎✨",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "develop",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "JavaScript"
      ]
    },
    "owner": {
      "blog": "https://www.photoprism.app/",
      "name": "PhotoPrism",
      "type": "Organization",
      "login": "photoprism",
      "company": null,
      "location": "Berlin, Germany",
      "followers": 602,
      "avatar_url": "https://avatars.githubusercontent.com/u/32436079?v=4",
      "created_at": "2017-10-01T16:01:01Z",
      "is_verified": null,
      "public_repos": 23,
      "account_age_days": 3209
    },
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          "login": "heikomat",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/20770029?u=bb871119ef148763db88ba954c8cbdffe6c18011&v=4"
        },
        {
          "type": "User",
          "login": "keif888",
          "commits": 21,
          "avatar_url": "https://avatars.githubusercontent.com/u/13086300?v=4"
        },
        {
          "type": "User",
          "login": "moximoti",
          "commits": 20,
          "avatar_url": "https://avatars.githubusercontent.com/u/34778004?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.805
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "codeql-analysis.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [
        ".golangci.yml",
        "eslint.config.mjs"
      ],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "go.sum",
        "package-lock.json"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 5,
            "reason": "badge detected: Passing",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 1,
            "reason": "Found 5/28 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 22 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "017e24927ea77aeabdb79f86a9da6a8ca91d790d",
        "ran_at": "2026-07-15T20:46:54Z",
        "aggregate_score": 5.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": true,
      "has_dependabot_config": false
    }
  },
  "config": {
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    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/photoprism/photoprism",
    "host": "github.com",
    "name": "photoprism",
    "owner": "photoprism"
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
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        "vitality": 93,
        "community": 93,
        "governance": 59,
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      },
      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 93,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
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            "name": "Development activity",
            "note": null,
            "notes": [],
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 2 days ago",
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                    "code": "push_recency",
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                      "days": 2
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                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "51/52 weeks with commits",
                "points": 35.3,
                "status": "partial",
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                      "weeks": 51
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                ],
                "max_points": 36
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "2250 commits in the last year",
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                      "count": 2250
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                "max_points": 18
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
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                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
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              "latest_release_tag": "260601-a7d098548",
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              "mean_days_between_releases": 51.4
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            "components": [
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                "key": "ships_releases",
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                "max_points": 27
              },
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                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 44 days ago",
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                "status": "met",
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                "max_points": 36
              },
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                "key": "release_cadence",
                "name": "Release cadence",
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                "status": "partial",
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                "key": "openssf_scorecard_signed_releases",
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            ]
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            "key": "abandonment",
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            "inputs": {
              "cap": null,
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              "guards": [],
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            ]
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        ],
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      },
      {
        "key": "community",
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        "value": 93,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "components": [
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                "key": "stars",
                "name": "Stars",
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                    "code": "stars",
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                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
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                "details": [
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                      "count": 2311
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "315 watchers",
                "points": 13.9,
                "status": "partial",
                "details": [
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                    "code": "watchers",
                    "params": {
                      "count": 315
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_contributing": true,
              "has_issue_template": false,
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              "has_pull_request_template": true
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
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      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 59,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "contributors_sampled": 100,
              "top_contributor_share": 0.805
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 80% of commits",
                "points": 4.4,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                      "share": 80
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 100
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 10,
                "status": "met",
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                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
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              "closed_issues": 2145,
              "issue_closed_ratio": 0.823,
              "closed_unmerged_prs": 223
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "82% of issues closed",
                "points": 38.5,
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                  {
                    "code": "issues_closed_share",
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                      "share": 82
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "937/1160 decided PRs merged",
                "points": 30.9,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "merged": 937,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 5/28 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
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                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "followers": 602,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "photoprism",
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              "account_age_days": 3209
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
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                "status": "met",
                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "602 followers of photoprism",
                "points": 20,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 602,
                      "login": "photoprism"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
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                "points": 22.1,
                "status": "partial",
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                  {
                    "code": "public_repos",
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                      "count": 23
                    }
                  },
                  {
                    "code": "account_age_years",
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                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": true,
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 1
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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                "status": "missed",
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              },
              {
                "key": "editorconfig",
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                "status": "met",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
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            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "golang",
                "tensorflow",
                "photography",
                "private-cloud",
                "google-photos",
                "ai",
                "machine-learning",
                "self-hosted"
              ],
              "has_wiki": false,
              "homepage": "https://www.photoprism.app",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.photoprism.app",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 5/28 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 22 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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_bytes": 13992
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".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",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "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"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "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"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "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",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, eslint.config.mjs",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, eslint.config.mjs"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 340726,
              "source_files_sampled": 2672,
              "oversized_source_files": 20
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "20/2672 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2672,
                      "oversized": 20
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "samples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "internal/api/swagger.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "internal/api/swagger.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "internal/api/swagger.json"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch go package 'github.com/photoprism/photoprism' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T20:47:31.542760Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/photoprism/photoprism.svg",
  "full_name": "photoprism/photoprism",
  "license_state": "custom",
  "license_spdx": null
}

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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 v1.13.0, schema v0.11.0 — full methodology · metrics wiki.

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