Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 20:50 UTC

Pikselkroken / pixlstash

PixlStash helps you find things in an image library that's gotten out of hand. It imports and tags your images automatically, then lets you search by content or face, sort the keepers from the rubbish, and serve data to other tools (like ComfyUI) with a REST API. Use the desktop version or run it headless as a server.

Python · JavaScript · VueGPL-3.0★ 86 stars⑂ 10 forkssince Oct 2025View on GitHub ↗
KindNetwork serviceCommand-line toolLibraryWeb interfacehow this is determined

Pikselkroken/pixlstash holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (92/100) and lowest on Sustainability & Governance (56/100). It was last updated today. A single contributor accounts for most of its recent work.

86
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

86
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

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

Ownership

PikselkrokenOrganization
2 followers7 public repossince Oct 2025

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpixlstash1.11.12,5701392 days agoimage-libraryai-taggingsemantic-searchphoto-managementself-hostedcomfyui

Metrics by category

Vitality

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

92Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
30.5/36Commit cadence44/52 weeks with commits
18/18Commit volume4,072 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year4,072
human_commit_share0.94
days_since_last_push0
active_weeks_last_year44
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 2 days ago
27/27Release cadencea release every ~0.8 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv1.11.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases0.8

Community & Adoption

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

62Moderate · 17% of overall
How it's scored
31.3/60Stars86 stars
8/25Forks10 forks
0/15Watchers1 watchers
Inputs used
forks10
stars86
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (GPL-3.0)
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_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes
How it's scored
45.5/80Monthly downloads2,570 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagespixlstash
dependents
ecosystemspypi
total_downloads
monthly_downloads2,570
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?

56Moderate · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0.2/22.5Commit distributiontop contributor authored 99% of commits
6.8/13.5Contributor breadth5 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled5
top_contributor_share0.99
How it's scored
39.8/42Issue resolution95% of issues closed
26.5/30PR acceptance682/771 decided PRs merged
9.8/13Newcomer PR acceptance3/4 first-time contributors' PRs merged in 30d
3/15OpenSSF Scorecard: Code-ReviewFound 3/11 approved changesets -- score normalized to 2
Inputs used
merged_prs682
open_issues25
closed_issues459
prs_merged_7d48
prs_decided_7d54
prs_merged_30d48
prs_decided_30d54
issue_closed_ratio0.948
closed_unmerged_prs89
first_time_authors_30d2
first_time_prs_merged_30d3
first_time_prs_decided_30d4
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
3.4/25Owner reach2 followers of Pikselkroken
8.4/25Track record7 public repos, account ~0 yr old
Inputs used
followers2
owner_typeOrganization
is_verifiedno
owner_loginPikselkroken
public_repos7
account_age_days338

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 2 days ago
20/20Version history139 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagespixlstash
ecosystemspypi
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall
How it's scored
24/24CI workflows15 workflow(s)
24/24Tests present
16/16Linter configeslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttp://pixlstash.dev/
10/10Repository description
10/10Topics20 topics
0/10Wiki
Inputs used
topicscross-platform, locally-hosted, picture-management, pictures, python, vue, machine-learning, comfyui, cuda, image-classification, image-database, image-tagging, self-hosted, stable-diffusion, captioning-images, image-editing, docker-image, image-management, image-manager, comfyui-workflow
has_wikino
homepagehttp://pixlstash.dev/
docs_sitehttp://pixlstash.dev/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

64Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
2.2/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-ReviewFound 3/11 approved changesets -- score normalized to 2
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
2.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
2.5/5SASTSAST tool is not run on all commits -- score normalized to 5
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
6/7.5Vulnerabilities2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.7
How it's scored
12.6/35Direct dependencies free of known advisories2 affected: accelerate 1.14.0 (high 7.1), click 8.1.8 (high 7.2)
10.2/25Indirect dependencies free of known advisories1 affected: ecdsa 0.19.2 (high 7.4)
29.3/40No advisories left outstanding2 advisory-carrying package(s) unaddressed past 90 days; oldest published 961 days ago
Inputs used
sourceosv
advisories5
affected_packages3
assessed_packages121
unassessed_packages0
affected_by_severityhigh 3
direct_affected_packages2
Matched the pypi:pixlstash@1.11.1 runtime dependency closure — what installing the published package pulls in — 121 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.

69Good · 4% of overall
How it's scored
45/45Agent instructions.github/copilot-instructions.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
34.6/40Legible commit history61 of 94 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.649
agent_instruction_files.github/copilot-instructions.md, CLAUDE.md
agent_instruction_max_bytes40,193
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format configeslint.config.js
11/11Static type checkingelectron/tsconfig.json
10/10Reproducible environmentDockerfile, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
8/8Automated maintenance6 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configselectron/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0.06
How it's scored
27/45Type-checkable codePython with type-check config (electron/tsconfig.json)
52.2/55Manageable file sizes60/1,197 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes249,726
source_files_sampled1,197
oversized_source_files60
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)website/api/v1.10/openapi.json, website/api/v1.11/openapi.json, website/api/v1.3/openapi.json, website/api/v1.4/openapi.json, website/api/v1.5/openapi.json, website/api/v1.6/openapi.json, website/api/v1.7/openapi.json, website/api/v1.8/openapi.json, website/api/v1.9/openapi.json
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalno
api_schema_fileswebsite/api/v1.10/openapi.json, website/api/v1.11/openapi.json, website/api/v1.3/openapi.json, website/api/v1.4/openapi.json, website/api/v1.5/openapi.json, website/api/v1.6/openapi.json, website/api/v1.7/openapi.json, website/api/v1.8/openapi.json, website/api/v1.9/openapi.json
interfaces_expected_ofnetwork-service

Key facts

86GitHub stars
5contributors
4,072commits, last 12 months
0days since last push
100releases
1bus factor
25open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'pixlstash-desktop' from its registry

More detail

Star and fork history 0 ★ / 10 ⇿
0Stars
10Forks
100Releases

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.

02468101012026-032026-062026-09
Major 0Minor 10Patch 32
OpenSSF Scorecard 6.7 / 10
6.7aggregate

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 · 2026-09-10 20:48 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 3/11 approved changesets -- score normalized to 2
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
5SASTSAST tool is not run on all commits -- score normalized to 5
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
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 42
RegistryPackageVersion constraintManifest
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PyPIzstandard>=0.23.0pyproject.toml
All dependencies 648

Full resolved dependency set from the GitHub dependency graph: 73 direct and 575 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmwrappy1.0.2indirect
npmws8.21.0indirect
npmxml-name-validator4.0.0indirect
npmxml-name-validator5.0.0indirect
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npmy18n5.0.8indirect
npmyallist4.0.0indirect
npmyallist5.0.0indirect
npmyargs17.7.2indirect
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npmyouch4.1.0-beta.10indirect
npmyouch-core0.3.3indirect
PyPIhttpx0.28.1indirect
PyPIpsutil7.2.2indirect
PyPIruffindirect
PyPIsetuptools83.0.0indirect
PyPIwheel0.46.3indirect
Dependency advisories 3

Installing pypi:pixlstash@1.11.1 pulls in 121 packages, direct and transitive: 3 carry known advisories, of which 2 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
accelerate1.14.0directhigh2
click8.1.8directhigh18.3.3
ecdsa0.19.2indirecthigh2

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 statisticsPyPI.